Extras · Words · Links

Link Index

899 links across 312 domains. Outbound article links in the current Archive and Public drafts. Counts represent link occurrences; destinations have not been checked for availability.

Link review filters

Maintenance checks for duplicate links, tracking parameters, insecure URLs, and oddly parsed domains. They are mostly here to keep the garden tidy.

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Domain	Article	Link text	Findings	URL
404media.co	AI Labs Should Open Source Data Protection Technologies Archive	404 Media	-	https://404media.co/openai-furious-deepseek-might-have-stolen-all-the-data-openai-stole-from-us
a	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	hazards	HTTP LinkSuspicious Domain	https://a/
aaai.org	The Paradox of Reuse, Language Models Edition Archive	paper	-	https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/viewFile/15623/14799
academic.oup.com	Tipping Points for Content Ecosystems Archive	seemingly begun	Repeated In ArticleRepeated URL	https://academic.oup.com/pnasnexus/article/3/9/pgae400/7754871
academic.oup.com	Tipping Points for Content Ecosystems Archive	see work on the topic here	Repeated In ArticleRepeated URL	https://academic.oup.com/pnasnexus/article/3/9/pgae400/7754871
acaworkshop.github.io	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	Algorithmic Collective Action	-	https://acaworkshop.github.io/
aclanthology.org	Attestation across the AI Supply Chain Archive	Deng et al. on training/evaluation overlap via benchmark contamination	Repeated URL	https://aclanthology.org/2024.naacl-long.482
aclanthology.org	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	paper	-	https://aclanthology.org/2021.acl-short.24.pdf
aclanthology.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	benchmark contamination	Repeated URL	https://aclanthology.org/2024.naacl-long.482
adityakaran.me	Algorithmic Collective Action With Two Collectives [crosspost] Archive	Aditya Karan	-	https://adityakaran.me/
aeaweb.org	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	insight	Repeated URL	https://aeaweb.org/articles?id=10.1257%2Fpandp.20181003
aeaweb.org	AI Technologies are System Maps, and You are a Cartographer Archive	Economics of Maps	-	https://aeaweb.org/articles?id=10.1257%2Fjep.34.1.196
aeaweb.org	AI Technologies are System Maps, and You are a Cartographer Archive	data as labor	Repeated URL	https://aeaweb.org/articles?id=10.1257%2Fpandp.20181003
aeaweb.org	Attestation across the AI Supply Chain Archive	Jones and Tonetti on the non-rivalry of data	-	https://aeaweb.org/articles?id=10.1257%2Faer.20191330
aeaweb.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	work	-	https://aeaweb.org/articles?id=10.1257%2Fpandp.20251045
aeaweb.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	data as labor	Repeated URL	https://aeaweb.org/articles?id=10.1257%2Fpandp.20181003
agi.safe.ai	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	Humanity’s Last Exam	-	https://agi.safe.ai/
ai.facebook.com	Data Leverage Recap: December 2022 - April 2023 Archive	LLaMa	-	https://ai.facebook.com/blog/large-language-model-llama-meta-ai
ai.google.dev	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	Google Gemini	-	https://ai.google.dev/gemini-api/terms
ai.se	Public AI, Data Appraisal, and Data Debates Archive	AI Sweden	-	https://ai.se/en
ainowinstitute.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://ainowinstitute.org/2025-landscape	Bare URL Label	https://ainowinstitute.org/2025-landscape
ainowinstitute.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	report	-	https://ainowinstitute.org/publications/research/ai-now-2025-landscape-report
aisi.gov.uk	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	International Network for Advanced AI Measurement, Evaluation and Science	-	https://aisi.gov.uk/blog/international-ai-network-consensus-and-open-questions
aisi.gov.uk	Attestation across the AI Supply Chain Archive	AI Security Institute	Repeated URL	https://aisi.gov.uk/
aisi.gov.uk	Public AI, Data Appraisal, and Data Debates Archive	UK AISI	Repeated URL	https://aisi.gov.uk/
aisingapore.org	Public AI, Data Appraisal, and Data Debates Archive	AI Singapore	-	https://aisingapore.org/
aitopics.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	evaluation crisis	-	https://aitopics.org/doc/news%3A87AE91F4
allenai.org	Attestation across the AI Supply Chain Archive	AI2	Repeated URL	https://allenai.org/olmo
allenai.org	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	OLMo2	Repeated URL	https://allenai.org/olmo
allenai.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	OlmoTrace	-	https://allenai.org/blog/olmotrace
allenai.org	Which datasets should we assume are "in all the AI models"? Archive	Dolma	-	https://allenai.org/dolma
annualreviews.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	social dilemmas	-	https://annualreviews.org/doi/abs/10.1146/annurev.soc.24.1.183
anthropic.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	work	Repeated URL	https://anthropic.com/index/influence-functions
anthropic.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	here	-	https://anthropic.com/news/the-anthropic-economic-index
anthropic.com	Is Zuckerberg right to say that your specific creative work has no value to AI? Archive	techniques	-	https://anthropic.com/research/influence-functions
anthropic.com	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	Anthropic	-	https://anthropic.com/legal/consumer-terms
anthropic.com	The Coding Agent Data Deal Archive	Privacy Policy	-	https://anthropic.com/legal/privacy
anthropic.com	The Coding Agent Data Deal Archive	Anthropic	-	https://anthropic.com/news/how-people-use-claude-for-support-advice-and-companionship
anthropic.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	work	Repeated In ArticleRepeated URL	https://anthropic.com/index/influence-functions
anthropic.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	exactly that.	Repeated In ArticleRepeated URL	https://anthropic.com/index/influence-functions
apnews.com	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	AP	-	https://apnews.com/article/sam-altman-ai-bernie-sanders-trump-public-ownership-772224f9cd138eb79d3ef3336858a5d5
apnews.com	Attestation across the AI Supply Chain Archive	Google reportedly paying Reddit roughly $60M/year for access to Reddit data	-	https://apnews.com/article/a7f131c7cb4225307134ef21d3c6a708
apnews.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	demands	-	https://apnews.com/article/wga-writers-strike-demands-d403f5b4666f20e2ce3e379bcaef5f2a
apolloresearch.ai	Attestation across the AI Supply Chain Archive	Apollo Research	Repeated In ArticleRepeated URL	https://apolloresearch.ai/
apolloresearch.ai	Attestation across the AI Supply Chain Archive	Apollo	Repeated In ArticleRepeated URL	https://apolloresearch.ai/
arch.library.northwestern.edu	How collective bargaining for information, public AI, and HCI research all fit together Archive	2022 Dissertation	Repeated URL	https://arch.library.northwestern.edu/concern/generic_works/jq085k38d?locale=en
arch.library.northwestern.edu	Plural AI Data Alignment Archive	dissertation	Repeated URL	https://arch.library.northwestern.edu/concern/generic_works/jq085k38d?locale=en
arstechnica.com	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	protest	Repeated In ArticleRepeated URL	https://arstechnica.com/information-technology/2022/12/artstation-artists-stage-mass-protest-against-ai-generated-artwork
arstechnica.com	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	protest	Repeated In ArticleRepeated URL	https://arstechnica.com/information-technology/2022/12/artstation-artists-stage-mass-protest-against-ai-generated-artwork
arstechnica.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	otherwise	Repeated URL	https://arstechnica.com/information-technology/2022/12/artstation-artists-stage-mass-protest-against-ai-generated-artwork
arstechnica.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	initiative	-	https://arstechnica.com/information-technology/2023/04/reddit-will-start-charging-ai-models-learning-from-its-extremely-human-archives
arxiv.org	[microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives? Archive	link	Repeated URL	https://arxiv.org/abs/2110.14049
arxiv.org	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	had	-	https://arxiv.org/abs/2305.13238
arxiv.org	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	InstructGPT	Repeated URL	https://arxiv.org/abs/2203.02155
arxiv.org	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation	Trailing Punctuation	https://arxiv.org/abs/2602.16763.
arxiv.org	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	How Well Does Agent Development Reflect Real-World Work	-	https://arxiv.org/abs/2603.01203
arxiv.org	AI Labs Should Open Source Data Protection Technologies Archive	watermarking	-	https://arxiv.org/abs/2301.10226
arxiv.org	Algorithmic Collective Action With Two Collectives [crosspost] Archive	prior theoretical work	-	https://arxiv.org/abs/2410.12633
arxiv.org	Algorithmic Collective Action With Two Collectives [crosspost] Archive	paper	Repeated In ArticleRepeated URL	https://arxiv.org/abs/2505.00195
arxiv.org	Algorithmic Collective Action With Two Collectives [crosspost] Archive	paper	Repeated In ArticleRepeated URL	https://arxiv.org/abs/2505.00195
arxiv.org	Algorithmic Collective Action With Two Collectives [crosspost] Archive	here	Repeated In ArticleRepeated URL	https://arxiv.org/abs/2505.00195
arxiv.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	leverage	Repeated URL	https://arxiv.org/abs/2012.09995
arxiv.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	arXiv	-	https://arxiv.org/abs/2404.12590
arxiv.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	arXiv	-	https://arxiv.org/abs/2501.11457v1
arxiv.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	Meng et al.	-	https://arxiv.org/abs/2502.12658v1
arxiv.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	Collective Bargaining for Information	Repeated URL	https://arxiv.org/abs/2506.10272
arxiv.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	see this ICML workshop paper	Repeated URL	https://arxiv.org/abs/2507.09296
arxiv.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	AlphaZero	-	https://arxiv.org/abs/1712.01815
arxiv.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	"Datasheets for Datasets"	Repeated URL	https://arxiv.org/abs/1803.09010
arxiv.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	2019 preprint	Repeated URL	https://arxiv.org/abs/1912.00757
arxiv.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	scaling laws	-	https://arxiv.org/abs/2001.08361
arxiv.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	data leverage	Repeated URL	https://arxiv.org/abs/2012.09995
arxiv.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	compute-optimal training	-	https://arxiv.org/abs/2203.15556
arxiv.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	training data attribution	-	https://arxiv.org/abs/2308.03296
arxiv.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	algorithmic collective action	Repeated URL	https://arxiv.org/abs/2505.00195
arxiv.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	Bax's computational treatment	-	https://arxiv.org/pdf/1905.01805
arxiv.org	Attestation across the AI Supply Chain Archive	datasheets	Repeated URL	https://arxiv.org/abs/1803.09010
arxiv.org	Attestation across the AI Supply Chain Archive	data counterfactual estimation method	-	https://arxiv.org/abs/1904.02868
arxiv.org	Attestation across the AI Supply Chain Archive	“everything in the whole wide world benchmarking”	Repeated URL	https://arxiv.org/abs/2111.15366
arxiv.org	Attestation across the AI Supply Chain Archive	Liang et al. on holistic evaluation and coverage gaps	-	https://arxiv.org/abs/2211.09110
arxiv.org	Attestation across the AI Supply Chain Archive	work	-	https://arxiv.org/abs/2504.06219
arxiv.org	Bing Rewards for the AI Age Archive	data dividend	Repeated URL	https://arxiv.org/abs/1912.00757
arxiv.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	troubling trends	-	https://arxiv.org/abs/1807.03341
arxiv.org	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	InstructGPT paper	Repeated In ArticleRepeated URL	https://arxiv.org/abs/2203.02155
arxiv.org	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	paper	Repeated In ArticleRepeated URL	https://arxiv.org/abs/2203.02155
arxiv.org	Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage! Archive	necessarily	-	https://arxiv.org/html/2512.23032
arxiv.org	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	GPT-3	Repeated URL	https://arxiv.org/abs/2005.14165
arxiv.org	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	data leverage	Repeated In ArticleRepeated URL	https://arxiv.org/abs/2012.09995
arxiv.org	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	data leverage	Repeated In ArticleRepeated URL	https://arxiv.org/abs/2012.09995
arxiv.org	Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking Archive	leverage	Repeated URL	https://arxiv.org/abs/2012.09995
arxiv.org	Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking Archive	attentional agency	Repeated URL	https://arxiv.org/abs/2405.14614
arxiv.org	Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power Archive	paper	Repeated URL	https://arxiv.org/abs/2012.09995
arxiv.org	Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power Archive	paper	-	https://arxiv.org/pdf/2305.13238
arxiv.org	Google and TikTok rank bundles of information; ChatGPT ranks grains. Archive	related	-	https://arxiv.org/abs/2107.10939
arxiv.org	Google and TikTok rank bundles of information; ChatGPT ranks grains. Archive	preprint	Repeated In ArticleRepeated URL	https://arxiv.org/abs/2405.14614
arxiv.org	Google and TikTok rank bundles of information; ChatGPT ranks grains. Archive	paper	Repeated In ArticleRepeated URL	https://arxiv.org/abs/2405.14614
arxiv.org	Google and TikTok rank bundles of information; ChatGPT ranks grains. Archive	ideas	-	https://arxiv.org/abs/2406.18682
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Archive	arxiv	Repeated URL	https://arxiv.org/abs/2012.09995
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Archive	arxiv	Repeated URL	https://arxiv.org/abs/2405.14614
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Archive	studying	Repeated In ArticleRepeated URL	https://arxiv.org/abs/2409.19104
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Archive	arxiv	Repeated In ArticleRepeated URL	https://arxiv.org/abs/2409.19104
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Archive	arxiv	Repeated In ArticleRepeated URL	https://arxiv.org/abs/2409.19104
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Archive	arxiv	Repeated URL	https://arxiv.org/abs/2505.00195
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Archive	knowledge gaps	-	https://arxiv.org/abs/2505.24195
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Archive	arxiv	Repeated URL	https://arxiv.org/abs/2506.10272
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Archive	arxiv	Repeated URL	https://arxiv.org/abs/2507.09296
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Archive	auditing	-	https://arxiv.org/abs/2508.10010
arxiv.org	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	the	-	https://arxiv.org/abs/2005.04176
arxiv.org	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	effort	Repeated URL	https://arxiv.org/abs/2403.13073
arxiv.org	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	already	-	https://arxiv.org/abs/2502.06559v1
arxiv.org	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	favour	-	https://arxiv.org/abs/2504.02234
arxiv.org	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	been	-	https://arxiv.org/abs/2504.20879
arxiv.org	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	Hayes et al.	-	https://arxiv.org/abs/2505.18773
arxiv.org	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	work	-	https://arxiv.org/abs/2506.15553
arxiv.org	Is Zuckerberg right to say that your specific creative work has no value to AI? Archive	training data influence estimation	-	https://arxiv.org/abs/2212.04612
arxiv.org	Is Zuckerberg right to say that your specific creative work has no value to AI? Archive	data attribution	-	https://arxiv.org/abs/2303.14186
arxiv.org	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	technical report	-	https://arxiv.org/abs/2501.12948
arxiv.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	paper	Repeated In ArticleRepeated URL	https://arxiv.org/abs/2501.16946
arxiv.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://arxiv.org/abs/2501.16946	Bare URL LabelRepeated In ArticleRepeated URL	https://arxiv.org/abs/2501.16946
arxiv.org	Plural AI Data Alignment Archive	arguments	-	https://arxiv.org/abs/2109.13916
arxiv.org	Public AI, Data Appraisal, and Data Debates Archive	Shapley	Repeated URL	https://arxiv.org/abs/2110.14049
arxiv.org	Public AI, Data Appraisal, and Data Debates Archive	ablation	-	https://arxiv.org/abs/2402.00159
arxiv.org	Public AI, Data Appraisal, and Data Debates Archive	data	-	https://arxiv.org/abs/2402.07827
arxiv.org	Public AI, Data Appraisal, and Data Debates Archive	influence	-	https://arxiv.org/abs/2405.13954
arxiv.org	Public AI, Data Appraisal, and Data Debates Archive	consent	-	https://arxiv.org/abs/2407.14933
arxiv.org	Public AI, Data Appraisal, and Data Debates Archive	research	-	https://arxiv.org/abs/2410.15661
arxiv.org	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	sources	-	https://arxiv.org/abs/2010.12282
arxiv.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	construct validity	Repeated URL	https://arxiv.org/abs/2111.15366
arxiv.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	early	-	https://arxiv.org/abs/2203.15827
arxiv.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	some	-	https://arxiv.org/abs/2305.10429
arxiv.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Metadata Conditioning Accelerates Language Model Pre-training	-	https://arxiv.org/abs/2501.01956
arxiv.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	providing	-	https://arxiv.org/html/2402.11537v3
arxiv.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	work	-	https://arxiv.org/html/2406.11794v1
arxiv.org	The Coding Agent Data Deal Archive	work	-	https://arxiv.org/abs/2004.04906
arxiv.org	The Coding Agent Data Deal Archive	RAG	-	https://arxiv.org/abs/2005.11401
arxiv.org	The Coding Agent Data Deal Archive	versions	Repeated URL	https://arxiv.org/abs/2005.14165
arxiv.org	The Coding Agent Data Deal Archive	tool	-	https://arxiv.org/abs/2112.09332
arxiv.org	The Coding Agent Data Deal Archive	calling	-	https://arxiv.org/abs/2210.03629
arxiv.org	The Coding Agent Data Deal Archive	RAG-bench	-	https://arxiv.org/abs/2306.03091
arxiv.org	The Coding Agent Data Deal Archive	SWE-bench	-	https://arxiv.org/abs/2310.06770
arxiv.org	The Coding Agent Data Deal Archive	SWE-agent	-	https://arxiv.org/abs/2405.15793
arxiv.org	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	arXiv	Repeated URL	https://arxiv.org/abs/2305.00118
arxiv.org	Tipping Points for Content Ecosystems Archive	preference data	-	https://arxiv.org/abs/2305.18290
arxiv.org	Tipping Points for Content Ecosystems Archive	Phi 1.5	-	https://arxiv.org/abs/2309.05463
arxiv.org	Tipping Points for Content Ecosystems Archive	dispossession	Repeated URL	https://arxiv.org/abs/2403.13073
arxiv.org	Tipping Points for Content Ecosystems Archive	likewise	-	https://arxiv.org/abs/2403.13812
arxiv.org	Tipping Points for Content Ecosystems Archive	begun	-	https://arxiv.org/abs/2410.08044
arxiv.org	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Archive	research	-	https://arxiv.org/abs/2304.03442
arxiv.org	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Archive	criticized	-	https://arxiv.org/abs/2401.08572
arxiv.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	research	Repeated URL	https://arxiv.org/abs/2305.00118
arxiv.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	concept erasure	-	https://arxiv.org/abs/2306.03819
arxiv.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	SILO	-	https://arxiv.org/abs/2308.04430
arxiv.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	Liu et al	-	https://arxiv.org/abs/2308.05374
assets.mofoprod.net	Public AI, Data Appraisal, and Data Debates Archive	Mozilla	-	https://assets.mofoprod.net/network/documents/Public_AI_Mozilla.pdf
atproto.wiki	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	WIP	-	https://atproto.wiki/en/wiki/reference/core-architecture/pds
attest.org	Attestation across the AI Supply Chain Archive	Attest	-	https://attest.org/
authorsguild.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	it	-	https://authorsguild.org/news/meta-libgen-ai-training-book-heist-what-authors-need-to-know
averi.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	auditing and evaluation	Repeated In ArticleRepeated URL	https://averi.org/ourwork/frontier-ai-auditing
averi.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	frontier AI auditing ecosystem	Repeated In ArticleRepeated URL	https://averi.org/ourwork/frontier-ai-auditing
averi.org	Attestation across the AI Supply Chain Archive	Frontier AI Auditing	Repeated In ArticleRepeated URL	https://averi.org/ourwork/frontier-ai-auditing
averi.org	Attestation across the AI Supply Chain Archive	ecosystem	Repeated In ArticleRepeated URL	https://averi.org/ourwork/frontier-ai-auditing
averi.org	Attestation across the AI Supply Chain Archive	auditing	Repeated In ArticleRepeated URL	https://averi.org/ourwork/frontier-ai-auditing
averi.org	Attestation across the AI Supply Chain Archive	Brundage et al. on frontier AI auditing	Repeated In ArticleRepeated URL	https://averi.org/ourwork/frontier-ai-auditing
averi.org	Attestation across the AI Supply Chain Archive	Frontier AI auditing	Repeated In ArticleRepeated URL	https://averi.org/ourwork/frontier-ai-auditing
aws.amazon.com	Attestation across the AI Supply Chain Archive	12 months of “Anonymized, non-aggregated granular consumer-level data across all asset classes” from Equifax for $175k	-	https://aws.amazon.com/marketplace/pp/prodview-vgmxklm42lhmq
axios.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	Axios	Repeated In ArticleRepeated URL	https://axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropic
axios.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://www.axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropic	Bare URL LabelRepeated In ArticleRepeated URL	https://axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropic
azure.microsoft.com	Bing Rewards for the AI Age Archive	credits	-	https://azure.microsoft.com/en-us/pricing/member-offers/credit-for-visual-studio-subscribers
bcassessment.ca	Public AI, Data Appraisal, and Data Debates Archive	BC Assessment	-	https://bcassessment.ca/
berggruen.org	Bing Rewards for the AI Age Archive	proposal	-	https://berggruen.org/ideas/articles/a-data-dividend-that-works-steps-toward-building-an-equitable-data-economy
beta.openai.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	OpenAI's Model Index	-	https://beta.openai.com/docs/model-index-for-researchers
betterconflictbulletin.org	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	Jonathan Stray	-	https://betterconflictbulletin.org/p/openai-just-agreed-to-power-autonomous
bigcode-project.org	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	BigCode	-	https://bigcode-project.org/docs/about/the-stack
bit.ly	Public AI, Data Appraisal, and Data Debates Archive	PAINT	-	https://bit.ly/publicAIpaper
blog.datadividendproject.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	https://blog.datadividendproject.com/data-strikes/	Bare URL Label	https://blog.datadividendproject.com/data-strikes
blog.samaltman.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	blog post	Repeated URL	https://blog.samaltman.com/three-observations
blog.samaltman.com	Tipping Points for Content Ecosystems Archive	three observations	Repeated URL	https://blog.samaltman.com/three-observations
blogs.gwu.edu	Public AI, Data Appraisal, and Data Debates Archive	legality	-	https://blogs.gwu.edu/law-eti/ai-litigation-database
bloodinthemachine.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	essay	Repeated In ArticleRepeated URL	https://bloodinthemachine.com/p/the-ai-jobs-apocalypse-is-for-the
bloodinthemachine.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://www.bloodinthemachine.com/p/the-ai-jobs-apocalypse-is-for-the	Bare URL LabelRepeated In ArticleRepeated URL	https://bloodinthemachine.com/p/the-ai-jobs-apocalypse-is-for-the
bloomberg.com	AI Labs Should Open Source Data Protection Technologies Archive	Bloomberg	-	https://bloomberg.com/news/articles/2025-01-29/microsoft-probing-if-deepseek-linked-group-improperly-obtained-openai-data
brave.com	Attestation across the AI Supply Chain Archive	101M monthly active users as of September 30, 2025	-	https://brave.com/blog/100m-mau
brenthecht.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	conscious data contribution	Repeated In ArticleRepeated URLHTTP Link	https://brenthecht.com/publications/CollectiveIntelligence2020_ConsciousDataContribution.pdf
brenthecht.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	funnel your data labor	Repeated In ArticleRepeated URL	https://brenthecht.com/publications/CollectiveIntelligence2020_ConsciousDataContribution.pdf
brenthecht.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	restaurants reviews	Repeated In ArticleRepeated URL	https://brenthecht.com/publications/cscw2020_restaurantratings.pdf
brenthecht.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	restaurant review platforms	Repeated In ArticleRepeated URL	https://brenthecht.com/publications/cscw2020_restaurantratings.pdf
brenthecht.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	study	Repeated URL	https://brenthecht.com/publications/icwsm17_googlewikipedia.pdf
brenthecht.com	Tipping Points for Content Ecosystems Archive	classic	Repeated URL	https://brenthecht.com/publications/icwsm17_googlewikipedia.pdf
brookings.edu	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	“data labor”	-	https://brookings.edu/blog/techtank/2018/02/21/should-we-treat-data-as-labor-lets-open-up-the-discussion
bsc.es	Public AI, Data Appraisal, and Data Debates Archive	Barcelona Supercomputing Center	-	https://bsc.es/
bsky.app	AI Labs Should Open Source Data Protection Technologies Archive	Bluesky	-	https://bsky.app/profile/404media.co/post/3lgvcq53j322a
businessinsider.com	[microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives? Archive	coverage	-	https://businessinsider.com/meta-ai-llama-models-training-data-ablation-2025-4
businessinsider.com	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	endorsed	-	https://businessinsider.com/katy-perry-anthropic-department-of-defense-spat-claude-subscription-2026-2
businessinsider.com	AI is driving the cost of polish down; some musings on fancy versus terse artifacts Archive	post-training	-	https://businessinsider.com/anthropic-surge-ai-leaked-list-sites-2025-7
businessinsider.com	Bing Rewards for the AI Age Archive	way	Repeated In ArticleRepeated URL	https://businessinsider.com/microsoft-limits-bing-chat-exchanges-and-conversation-lengths-2023-2
businessinsider.com	Bing Rewards for the AI Age Archive	issues	Repeated In ArticleRepeated URL	https://businessinsider.com/microsoft-limits-bing-chat-exchanges-and-conversation-lengths-2023-2
businessinsider.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	Business Insider	-	https://businessinsider.com/openai-deepseek-ai-model-distillation-training-data-copyright-karma-2025-1
businessinsider.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	Business Insider	-	https://businessinsider.com/openais-latest-chatgpt-version-hides-training-on-copyrighted-material-2023-8
cacm.acm.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Datasheets for Datasets	-	https://cacm.acm.org/research/datasheets-for-datasets
carper.ai	"Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces Archive	model	-	https://carper.ai/diff-models-a-new-way-to-edit-code
casmi.northwestern.edu	Plural AI Data Alignment Archive	efforts	-	https://casmi.northwestern.edu/news/articles/2023/defining-safety-in-artificial-intelligence.html
cato.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	Cato	-	https://cato.org/blog/trump-opened-door-sanderss-sovereign-wealth-fund
cb4i.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	CBI	-	https://cb4i.org/
cbc.ca	Is Zuckerberg right to say that your specific creative work has no value to AI? Archive	implementing a news ban	-	https://cbc.ca/news/business/meta-block-news-1.7174031
cdn.governance.ai	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	Addressing the U.S. Labor Market Impacts of Advanced AI	Repeated In ArticleRepeated URL	https://cdn.governance.ai/RFI_Labor_Impacts_March-2025_Sam_Manning.pdf
cdn.governance.ai	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://cdn.governance.ai/RFI_Labor_Impacts_March-2025_Sam_Manning.pdf	Bare URL LabelRepeated In ArticleRepeated URL	https://cdn.governance.ai/RFI_Labor_Impacts_March-2025_Sam_Manning.pdf
cdn.openai.com	"People First" Policy Ideas that Complement Each Other (through better data flow) Archive	here	-	https://cdn.openai.com/pdf/561e7512-253e-424b-9734-ef4098440601/Industrial%20Policy%20for%20the%20Intelligence%20Age.pdf
cdn.openai.com	The Coding Agent Data Deal Archive	OpenAI	-	https://cdn.openai.com/pdf/a253471f-8260-40c6-a2cc-aa93fe9f142e/economic-research-chatgpt-usage-paper.pdf
chat.openanonymity.ai	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	oa-chat	-	https://chat.openanonymity.ai/
chatgpt.com	Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data? Archive	share link	-	https://chatgpt.com/share/675a540a-8208-800f-9a2f-c448eea49b71
chatgptiseatingtheworld.com	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	documents	-	https://chatgptiseatingtheworld.com/2025/01/15/kadrey-refiles-motion-to-file-third-amended-consolidated-complaint-with-partially-unredacted-exhibits-per-judge-chhabrias-order
chatgptiseatingtheworld.substack.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	Meta case	-	https://chatgptiseatingtheworld.substack.com/p/judge-chhabria-is-reviewing-metas
cifar.ca	Public AI, Data Appraisal, and Data Debates Archive	Canadian AI Institute	-	https://cifar.ca/ai
cip.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	digital commons	Repeated URL	https://cip.org/research/generative-ai-digital-commons
cip.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	here	Repeated URL	https://cip.org/research/generative-ai-digital-commons
cip.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	coverage	Repeated URL	https://cip.org/research/generative-ai-digital-commons
citizensandtech.org	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	https://citizensandtech.org/2020/08/collective-refusal/	Bare URL Label	https://citizensandtech.org/2020/08/collective-refusal
clarip.com	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	Dashboard Act	-	https://clarip.com/blog/senate-dashboard-act
claude.ai	The Coding Agent Data Deal Archive	Data Privacy Controls page	-	https://claude.ai/settings/data-privacy-controls
cloudflare.com	Attestation across the AI Supply Chain Archive	Cloudflare’s public support of anti-scraping	-	https://cloudflare.com/en-ca/press-releases/2025/cloudflare-just-changed-how-ai-crawlers-scrape-the-internet-at-large
cloudflare.com	The Coding Agent Data Deal Archive	deals	-	https://cloudflare.com/en-ca/press/press-releases/2025/cloudflare-just-changed-how-ai-crawlers-scrape-the-internet-at-large
cnbc.com	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	surging	-	https://cnbc.com/2026/02/28/anthropics-claude-apple-apps.html
cnbc.com	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	AI race	-	https://cnbc.com/2025/01/23/scale-ai-ceo-says-china-has-quickly-caught-the-us-with-deepseek.html
code.claude.com	Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage! Archive	web	-	https://code.claude.com/docs/en/claude-code-on-the-web
code.claude.com	Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage! Archive	Claude Code	-	https://code.claude.com/docs/en/overview
code.claude.com	Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage! Archive	sandboxing	-	https://code.claude.com/docs/en/sandboxing
code.claude.com	The Coding Agent Data Deal Archive	docs page	-	https://code.claude.com/docs/en/data-usage
commoncrawl.github.io	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	list of common domains	-	https://commoncrawl.github.io/cc-crawl-statistics/plots/domains
commoncrawl.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	Common Crawl	-	https://commoncrawl.org/terms-of-use
commoncrawl.org	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	CommonCrawl Data	Repeated In ArticleRepeated URL	https://commoncrawl.org/the-data
commoncrawl.org	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	CommonCrawl	Repeated In ArticleRepeated URL	https://commoncrawl.org/the-data
commoncrawl.org	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	Common Crawl	Repeated In ArticleRepeated URL	https://commoncrawl.org/the-data
commoncrawl.org	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	Common Crawl	Repeated URL	https://commoncrawl.org/
commoncrawl.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Common Crawl	Repeated URL	https://commoncrawl.org/
commons.wikimedia.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	Wikimedia Commons	-	https://commons.wikimedia.org/wiki/File:Jheronimus_Bosch_011.jpg
commons.wikimedia.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	Wikimedia Commons	-	https://commons.wikimedia.org/wiki/File:Shichiri_Ferry_Boat.jpg
commons.wikimedia.org	Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking Archive	Wikimedia Commons	-	https://commons.wikimedia.org/wiki/File:BL_Royal_Vincent_of_Beauvais.jpg
commons.wikimedia.org	Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power Archive	Wikimedia Commons	-	https://commons.wikimedia.org/wiki/File:Hartford_Steam_Boiler_Inspection_and_Insurance_Co._ad.png
commons.wikimedia.org	Google and TikTok rank bundles of information; ChatGPT ranks grains. Archive	Wikimedia Commons.	-	https://commons.wikimedia.org/wiki/File:Bonifacio_falaises_Grain_de_Sable.jpg
commons.wikimedia.org	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	Wikimedia Commons.	-	https://commons.wikimedia.org/wiki/File:Operation_of_trains_and_station_work_and_telegraphy_(1914)_(14737911176).jpg
commons.wikimedia.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	Wikimedia Commons.	-	https://commons.wikimedia.org/wiki/File:Sedan_Plowshare_Crater.jpg
commons.wikimedia.org	Public AI, Data Appraisal, and Data Debates Archive	wikimedia commons	-	https://commons.wikimedia.org/wiki/File:Book_of_Royal_Gemstones_WDL2839.jpg
commons.wikimedia.org	Public AI, Data Appraisal, and Data Debates Archive	wikimedia commons	-	https://commons.wikimedia.org/wiki/File:Isaac_Lea_collection_of_precious_stones._Miss_Margaret_W._Moodey_in_charge_LCCN2016892128.jpg
commons.wikimedia.org	The Coding Agent Data Deal Archive	Wikimedia Commons	-	https://commons.wikimedia.org/wiki/Category:Patterns
commons.wikimedia.org	Which datasets should we assume are "in all the AI models"? Archive	Rama	-	https://commons.wikimedia.org/wiki/User:Rama
computerworld.com	AI is driving the cost of polish down; some musings on fancy versus terse artifacts Archive	In an AI-perfect world, it’s time to prove you’re human	-	https://computerworld.com/article/4114605/in-an-ai-perfect-world-its-time-to-prove-youre-human.html
confer.to	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	confer.to	-	https://confer.to/
conference.nber.org	Content Ecosystems and AI, some links highlights from February 2025 Archive	"The Impact of Pirated Data Access on LLM Performance"	-	https://conference.nber.org/conf_papers/f213210.pdf
consensus.app	The Paradox of Reuse, Language Models Edition Archive	Consensus	-	https://consensus.app/search
copyright.gov	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	U.S. Copyright Office's report on generative AI training	-	https://copyright.gov/ai/Copyright-and-Artificial-Intelligence-Part-3-Generative-AI-Training-Report-Pre-Publication-Version.pdf
copyright.gov	Content Ecosystems and AI, some links highlights from February 2025 Archive	report	-	https://copyright.gov/economic-research/economic-implications-of-ai
creativecommons.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	CC BY-SA 2.0	Repeated URL	https://creativecommons.org/licenses/by-sa/2.0
creativecommons.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	Creative Commons Licence	Repeated URLHTTP Link	https://creativecommons.org/licenses/by-sa/2.0
creativecommons.org	Tipping Points for Content Ecosystems Archive	CC BY 2.0	-	https://creativecommons.org/licenses/by/2.0/deed.en
crfm.stanford.edu	Attestation across the AI Supply Chain Archive	Foundation Model Transparency Index	-	https://crfm.stanford.edu/fmti/December-2025/index.html
crowddynamicslab.github.io	Algorithmic Collective Action With Two Collectives [crosspost] Archive	blog	-	https://crowddynamicslab.github.io/collective/action,/machine/learning/2025/06/19/two-collectives
crtc.gc.ca	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	Canada	-	https://crtc.gc.ca/eng/industr/info.htm
cs.cornell.edu	The Coding Agent Data Deal Archive	clickthrough data	-	https://cs.cornell.edu/~tj/publications/joachims_etal_05a.pdf
cs.stanford.edu	The Coding Agent Data Deal Archive	satisfaction	-	https://cs.stanford.edu/people/ashton/pubs/audit.pdf
csss.uw.edu	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Archive	CSSS	-	https://csss.uw.edu/
darioamodei.com	Tipping Points for Content Ecosystems Archive	post	-	https://darioamodei.com/machines-of-loving-grace
data-workers.org	Attestation across the AI Supply Chain Archive	Data Workers’ Inquiry	Repeated URL	https://data-workers.org/
data-workers.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Data Workers’ Inquiry	Repeated URL	https://data-workers.org/
data.stackexchange.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	raw data	-	https://data.stackexchange.com/stackoverflow/query/1882534/questions-per-month
datacatalyst.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	Wadhwa's Data Catalyst review	-	https://datacatalyst.org/wp-content/uploads/2020/06/Economic-Impact-and-Feasibility-of-Data-Dividends-1.pdf
datacounterfactuals.org	AI is driving the cost of polish down; some musings on fancy versus terse artifacts Archive	datacounterfactuals.org	HTTP Link	https://datacounterfactuals.org/
datadividendproject.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	project	-	https://datadividendproject.com/
datadividends.org	"People First" Policy Ideas that Complement Each Other (through better data flow) Archive	data dividends	Repeated URL	https://datadividends.org/
datadividends.org	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	"data dividend"	Repeated URL	https://datadividends.org/
datadividends.org	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	data dividend	Repeated In ArticleRepeated URL	https://datadividends.org/
datadividends.org	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	data dividend	Repeated In ArticleRepeated URL	https://datadividends.org/
datadividends.org	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	report	Repeated In ArticleRepeated URL	https://datadividends.org/
datalabelers.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Data Labelers Association	-	https://datalabelers.org/about
dataleverage.leaflet.pub	Attestation across the AI Supply Chain Archive	post	Repeated URL	https://dataleverage.leaflet.pub/3mizn5hsjg5vo
dataleverage.leaflet.pub	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	attestation-forward data strategy	Repeated URL	https://dataleverage.leaflet.pub/3mizn5hsjg5vo
dataleverage.substack.com	"People First" Policy Ideas that Complement Each Other (through better data flow) Archive	longer	Repeated URL	https://dataleverage.substack.com/p/almost-everybody-including-both-data
dataleverage.substack.com	[microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives? Archive	newsletter	Repeated URL	https://dataleverage.substack.com/p/is-zuckerberg-right-to-say-that-your
dataleverage.substack.com	AI Labs Should Open Source Data Protection Technologies Archive	post	Repeated URL	https://dataleverage.substack.com/p/live-by-the-free-content-for-training
dataleverage.substack.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	maps	Repeated URL	https://dataleverage.substack.com/p/ai-technologies-are-system-maps-and-you-are-a-cartographer
dataleverage.substack.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	post	Repeated URL	https://dataleverage.substack.com/p/how-do-we-know-our-ai-output-is-good
dataleverage.substack.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	newsletters	-	https://dataleverage.substack.com/p/perplexity-ceos-interaction-with
dataleverage.substack.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	Tipping Points for Content Ecosystems	Repeated URL	https://dataleverage.substack.com/p/tipping-points-for-content-ecosystems
dataleverage.substack.com	April 2026 small points Archive	https://dataleverage.substack.com/p/attestation-across-the-ai-supply	Bare URL LabelRepeated URL	https://dataleverage.substack.com/p/attestation-across-the-ai-supply
dataleverage.substack.com	April 2026 small points Archive	https://dataleverage.substack.com/p/measuring-relative-ai-alignment-in-terms-of-data-pipelines	Bare URL LabelRepeated URL	https://dataleverage.substack.com/p/measuring-relative-ai-alignment-in-terms-of-data-pipelines
dataleverage.substack.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	alignment	Repeated URL	https://dataleverage.substack.com/p/measuring-relative-ai-alignment-in-terms-of-data-pipelines
dataleverage.substack.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	Subscribe now	Repeated URL	https://dataleverage.substack.com/subscribe
dataleverage.substack.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	AI Labs Should Open Source Data Protection Technologies	Repeated URL	https://dataleverage.substack.com/p/ai-labs-could-open-source-data-protection
dataleverage.substack.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	Live by the free-content-for-training sword, die by the free-content-for-training sword	Repeated URL	https://dataleverage.substack.com/p/live-by-the-free-content-for-training
dataleverage.substack.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	"Tipping Points for Content Ecosystems"	Repeated URL	https://dataleverage.substack.com/p/tipping-points-for-content-ecosystems
dataleverage.substack.com	Data Leverage Recap: December 2022 - April 2023 Archive	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage	Repeated URL	https://dataleverage.substack.com/p/ai-artist-or-ai-art-thief-innovation-public-mandates-and-the-case-for-talking-in-terms-of-leverage
dataleverage.substack.com	Data Leverage Recap: December 2022 - April 2023 Archive	AI Technologies are System Maps, and You are a Cartographer	Repeated URL	https://dataleverage.substack.com/p/ai-technologies-are-system-maps-and-you-are-a-cartographer
dataleverage.substack.com	Data Leverage Recap: December 2022 - April 2023 Archive	Bing Rewards for the AI Age	-	https://dataleverage.substack.com/p/bing-rewards-for-the-ai-age
dataleverage.substack.com	Data Leverage Recap: December 2022 - April 2023 Archive	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)	Repeated URL	https://dataleverage.substack.com/p/chatgpt-is-awesome-and-scary-you-deserve-credit
dataleverage.substack.com	Data Leverage Recap: December 2022 - April 2023 Archive	Plural AI Data Alignment	Repeated URL	https://dataleverage.substack.com/p/measuring-relative-ai-alignment-in-terms-of-data-pipelines
dataleverage.substack.com	Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking Archive	post	Repeated URL	https://dataleverage.substack.com/p/google-and-tiktok-rank-bundles-of
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack	Repeated URL	https://dataleverage.substack.com/p/ai-labs-could-open-source-data-protection
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack	-	https://dataleverage.substack.com/p/algorithmic-collective-action-with
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack	-	https://dataleverage.substack.com/p/building-a-data-pipeworks-for-democratic
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack	Repeated URL	https://dataleverage.substack.com/p/each-instance-of-ai-utility-stems
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack	Repeated URL	https://dataleverage.substack.com/p/evaluation-data-leverage-advances
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack	Repeated URL	https://dataleverage.substack.com/p/google-and-tiktok-rank-bundles-of
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack	Repeated URL	https://dataleverage.substack.com/p/how-do-we-know-our-ai-output-is-good
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	longer substack	Repeated URL	https://dataleverage.substack.com/p/is-zuckerberg-right-to-say-that-your
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack	Repeated URL	https://dataleverage.substack.com/p/live-by-the-free-content-for-training
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack	-	https://dataleverage.substack.com/p/many-models-and-track-changes-for
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack microblog	-	https://dataleverage.substack.com/p/microblog-one-book-is-worth-006-benchmark
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack	-	https://dataleverage.substack.com/p/on-ai-driven-job-apocalypses-and
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack	-	https://dataleverage.substack.com/p/public-ai-data-appraisal-and-data
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack	Repeated URL	https://dataleverage.substack.com/p/selling-agi-like-ag1-will-the-market
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack	Repeated URL	https://dataleverage.substack.com/p/tipping-points-for-content-ecosystems
dataleverage.substack.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	substack	-	https://dataleverage.substack.com/p/which-datasets-should-we-assume-are
dataleverage.substack.com	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	post 2	Repeated In ArticleRepeated URL	https://dataleverage.substack.com/p/each-instance-of-ai-utility-stems
dataleverage.substack.com	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	Each Instance of "AI Utility" stems from some human act(s) of information recording and ranking	Repeated In ArticleRepeated URL	https://dataleverage.substack.com/p/each-instance-of-ai-utility-stems
dataleverage.substack.com	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	Eval Data Leverage post	Repeated URL	https://dataleverage.substack.com/p/evaluation-data-leverage-advances
dataleverage.substack.com	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	post 1	Repeated URL	https://dataleverage.substack.com/p/google-and-tiktok-rank-bundles-of
dataleverage.substack.com	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data?	Repeated URL	https://dataleverage.substack.com/p/selling-agi-like-ag1-will-the-market
dataleverage.substack.com	Is Zuckerberg right to say that your specific creative work has no value to AI? Archive	Vladimir Vujeva	-	https://dataleverage.substack.com/true
dataleverage.substack.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	eval data leverage	Repeated URL	https://dataleverage.substack.com/p/evaluation-data-leverage-advances
dataleverage.substack.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	Tipping Points	Repeated URL	https://dataleverage.substack.com/p/tipping-points-for-content-ecosystems
dataleverage.substack.com	Perplexity CEO's Interaction with Striking New York Times Workers Does Not Reflect Well on the AI Industry Archive	before	Repeated URL	https://dataleverage.substack.com/p/measuring-relative-ai-alignment-in-terms-of-data-pipelines
dataleverage.substack.com	Perplexity CEO's Interaction with Striking New York Times Workers Does Not Reflect Well on the AI Industry Archive	argument	-	https://dataleverage.substack.com/p/will-the-new-york-times-data-strike
dataleverage.substack.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	cartographic labor	Repeated URL	https://dataleverage.substack.com/p/ai-technologies-are-system-maps-and-you-are-a-cartographer
dataleverage.substack.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	early	-	https://dataleverage.substack.com/p/dont-give-openai-all-the-credit-for
dataleverage.substack.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	here	Repeated URL	https://dataleverage.substack.com/p/ai-artist-or-ai-art-thief-innovation-public-mandates-and-the-case-for-talking-in-terms-of-leverage
dataleverage.substack.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	clear data rules	Repeated URL	https://dataleverage.substack.com/p/almost-everybody-including-both-data
dataleverage.substack.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	post	Repeated URL	https://dataleverage.substack.com/p/attestation-across-the-ai-supply
dataleverage.substack.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	https://dataleverage.substack.com/p/ai-technologies-are-system-maps-and-you-are-a-cartographer	Bare URL LabelRepeated URL	https://dataleverage.substack.com/p/ai-technologies-are-system-maps-and-you-are-a-cartographer
dataleverage.substack.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	post	Repeated URL	https://dataleverage.substack.com/p/almost-everybody-including-both-data
dataleverage.substack.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	here	-	https://dataleverage.substack.com/p/how-collective-bargaining-for-information
dataleverage.substack.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	post	-	https://dataleverage.substack.com/p/the-coding-agent-data-deal
dataleverage.substack.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	paradox of reuse	-	https://dataleverage.substack.com/p/the-paradox-of-reuse-language-models-edition
dataleverage.substack.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	map-making	Repeated URL	https://dataleverage.substack.com/p/ai-technologies-are-system-maps-and-you-are-a-cartographer
dataleverage.substack.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	guesses	Repeated URL	https://dataleverage.substack.com/p/chatgpt-is-awesome-and-scary-you-deserve-credit
dataleverage.substack.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	posts	Repeated URL	https://dataleverage.substack.com/p/measuring-relative-ai-alignment-in-terms-of-data-pipelines
dataleverage.substack.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	post	-	https://dataleverage.substack.com/p/reddit-stackoverflow-and-europe-all
dataleverage.substack.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	Subscribe now	Repeated URL	https://dataleverage.substack.com/subscribe
datalevers.org	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	only	Repeated URL	https://datalevers.org/
datalevers.org	Bing Rewards for the AI Age Archive	data itself as a lever	Repeated URL	https://datalevers.org/
datalevers.org	Data Leverage Recap: December 2022 - April 2023 Archive	datalevers.org	Repeated In ArticleRepeated URLHTTP Link	https://datalevers.org/
datalevers.org	Data Leverage Recap: December 2022 - April 2023 Archive	website	Repeated In ArticleRepeated URL	https://datalevers.org/
datalicenses.org	AI is driving the cost of polish down; some musings on fancy versus terse artifacts Archive	datalicenses.org	Repeated URLHTTP Link	https://datalicenses.org/
datalicenses.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	here	Repeated In ArticleRepeated URLHTTP Link	https://datalicenses.org/
datalicenses.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	here	Repeated In ArticleRepeated URLHTTP Link	https://datalicenses.org/
datalicenses.org	Attestation across the AI Supply Chain Archive	Data licensing	Repeated URL	https://datalicenses.org/
datalicenses.org	How collective bargaining for information, public AI, and HCI research all fit together Archive	data licenses	-	https://datalicenses.org/?sort=recent
dataprovenance.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	Data Provenance Initiative	Repeated URL	https://dataprovenance.org/
dataprovenance.org	Attestation across the AI Supply Chain Archive	data provenance	Repeated URL	https://dataprovenance.org/
dataprovenance.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	provenance	Repeated URL	https://dataprovenance.org/
dataprovenance.org	Which datasets should we assume are "in all the AI models"? Archive	Data Provenance Initiative	Repeated URL	https://dataprovenance.org/
devclass.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	DevClass	-	https://devclass.com/2026/01/05/dramatic-drop-in-stack-overflow-questions-as-devs-look-elsewhere-for-help
developers.google.com	The Coding Agent Data Deal Archive	page	Repeated In ArticleRepeated URL	https://developers.google.com/gemini-code-assist/resources/privacy-notices
developers.google.com	The Coding Agent Data Deal Archive	here	Repeated In ArticleRepeated URL	https://developers.google.com/gemini-code-assist/resources/privacy-notices
devin.ai	Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data? Archive	Devin	-	https://devin.ai/pricing
diff.wikimedia.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	Wikimedia	-	https://diff.wikimedia.org/2025/10/17/new-user-trends-on-wikipedia
digifesto.com	AI Technologies are System Maps, and You are a Cartographer Archive	critiques	Repeated In ArticleRepeated URL	https://digifesto.com/2018/12/06/data-isnt-labor-because-using-search-engines-is-really-easy
digifesto.com	AI Technologies are System Maps, and You are a Cartographer Archive	retort	Repeated In ArticleRepeated URL	https://digifesto.com/2018/12/06/data-isnt-labor-because-using-search-engines-is-really-easy
digifesto.com	Data Leverage Recap: December 2022 - April 2023 Archive	post	Repeated URL	https://digifesto.com/2018/12/06/data-isnt-labor-because-using-search-engines-is-really-easy
digital-strategy.ec.europa.eu	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	EU AI Act's public training-content summary	-	https://digital-strategy.ec.europa.eu/en/library/explanatory-notice-and-template-public-summary-training-content-general-purpose-ai-models
digital-strategy.ec.europa.eu	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	EU General-Purpose AI Code of Practice	-	https://digital-strategy.ec.europa.eu/en/policies/contents-code-gpai
digital-strategy.ec.europa.eu	Attestation across the AI Supply Chain Archive	regulatory transparency requirements	-	https://digital-strategy.ec.europa.eu/en/faqs/navigating-ai-act
direct.mit.edu	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Data Statements for NLP	-	https://direct.mit.edu/tacl/article/doi/10.1162/tacl_a_00041/43452/Data-Statements-for-Natural-Language-Processing
dl.acm.org	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	data strike	Repeated URL	https://dl.acm.org/doi/10.1145/3308558.3313742
dl.acm.org	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	early	-	https://dl.acm.org/doi/10.1145/3442188.3445922
dl.acm.org	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	data strikes	Repeated URL	https://dl.acm.org/doi/10.1145/3308558.3313742
dl.acm.org	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	data leverage	Repeated URL	https://dl.acm.org/doi/10.1145/3442188.3445885
dl.acm.org	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	and	Repeated URL	https://dl.acm.org/doi/10.1145/3449177
dl.acm.org	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	“data strikes”	Repeated URL	https://dl.acm.org/doi/10.1145/3308558.3313742
dl.acm.org	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	“conscious data contribution”	Repeated URL	https://dl.acm.org/doi/10.1145/3449177
dl.acm.org	AI Technologies are System Maps, and You are a Cartographer Archive	power	Repeated In ArticleRepeated URL	https://dl.acm.org/doi/10.1145/3442188.3445885
dl.acm.org	AI Technologies are System Maps, and You are a Cartographer Archive	power	Repeated In ArticleRepeated URL	https://dl.acm.org/doi/10.1145/3442188.3445885
dl.acm.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	ACM DL	-	https://dl.acm.org/doi/10.1145/3531146.3534637
dl.acm.org	Bing Rewards for the AI Age Archive	key source	Repeated URL	https://dl.acm.org/doi/abs/10.1145/3449078
dl.acm.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	action	Repeated URL	https://dl.acm.org/doi/10.1145/3442188.3445885
dl.acm.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	Fallacy of AI Functionality	-	https://dl.acm.org/doi/abs/10.1145/3531146.3533158
dl.acm.org	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	"data leverage"	Repeated URL	https://dl.acm.org/doi/10.1145/3442188.3445885
dl.acm.org	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	paper	Repeated URL	https://dl.acm.org/doi/10.1145/3449177
dl.acm.org	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	data strikes	-	https://dl.acm.org/citation.cfm?id=3313742
dl.acm.org	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	data strike	Repeated URL	https://dl.acm.org/doi/10.1145/3308558.3313742
dl.acm.org	Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking Archive	labour	Repeated URL	https://dl.acm.org/doi/10.1145/3593013.3594070
dl.acm.org	How collective bargaining for information, public AI, and HCI research all fit together Archive	ACM DL	Repeated URL	https://dl.acm.org/doi/10.1145/3442188.3445885
dl.acm.org	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	concerns	-	https://dl.acm.org/doi/full/10.1145/3613904.3642703
dl.acm.org	Perplexity CEO's Interaction with Striking New York Times Workers Does Not Reflect Well on the AI Industry Archive	here	Repeated URL	https://dl.acm.org/doi/10.1145/3593013.3594070
dl.acm.org	Plural AI Data Alignment Archive	work	-	https://dl.acm.org/doi/abs/10.1145/3306618.3314250
dl.acm.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	paper	-	https://dl.acm.org/doi/10.1145/2441776.2441923
dl.acm.org	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	data strike	Repeated URL	https://dl.acm.org/doi/10.1145/3308558.3313742
dl.acm.org	Which datasets should we assume are "in all the AI models"? Archive	search engine results	Repeated URL	https://dl.acm.org/doi/abs/10.1145/3449078
dl.acm.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	research	Repeated URL	https://dl.acm.org/doi/10.1145/3308558.3313742
dl.acm.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	data leverage power	Repeated In ArticleRepeated URL	https://dl.acm.org/doi/pdf/10.1145/3449177
dl.acm.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	data leverage power	Repeated In ArticleRepeated URL	https://dl.acm.org/doi/pdf/10.1145/3449177
docs.github.com	Bing Rewards for the AI Age Archive	access	-	https://docs.github.com/en/copilot/quickstart
docs.langchain.com	The Coding Agent Data Deal Archive	systems	-	https://docs.langchain.com/oss/python/langchain/retrieval
docs.openwebui.com	"Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces Archive	Open WebUI	-	https://docs.openwebui.com/
doi.org	Attestation across the AI Supply Chain Archive	Castro Fernandez on auditable data-sharing arrangements	-	https://doi.org/10.1145/3589317
doi.org	Bing Rewards for the AI Age Archive	Kittur et al	-	https://doi.org/10.1145/2441776.2441923
doi.org	Bing Rewards for the AI Age Archive	wages	-	https://doi.org/10.1145/3476060
doi.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://doi.org/10.1257/pandp.20251045	Bare URL Label	https://doi.org/10.1257/pandp.20251045
doi.org	Public AI, Data Appraisal, and Data Debates Archive	https://doi.org/10.5281/zenodo.13914560	Bare URL Label	https://doi.org/10.5281/zenodo.13914560
doi.org	Which datasets should we assume are "in all the AI models"? Archive	real world	-	https://doi.org/10.1111/jems.12421
drinkag1.com	Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data? Archive	AG1	-	https://drinkag1.com/
duck.ai	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	Duck.ai	-	https://duck.ai/
duckduckgo.com	Bing Rewards for the AI Age Archive	bangs	-	https://duckduckgo.com/bangs
eckhartarnold.de	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	daunting	-	https://eckhartarnold.de/papers/2014_Social_Simulations/Whats_wrong_with_social_simulations.html
economicpossibility.org	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	sectoral bargaining	-	https://economicpossibility.org/insights/codetermination-is-not-a-standalone-institution-rather-it-is-part-of-a-broader-in
economics.mit.edu	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://economics.mit.edu/sites/default/files/2024-04/The%20Simple%20Macroeconomics%20of%20AI.pdf	Bare URL LabelRepeated In ArticleRepeated URL	https://economics.mit.edu/sites/default/files/2024-04/The%20Simple%20Macroeconomics%20of%20AI.pdf
economics.mit.edu	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	Simple Macroeconomics of AI	Repeated In ArticleRepeated URL	https://economics.mit.edu/sites/default/files/2024-04/The%20Simple%20Macroeconomics%20of%20AI.pdf
economist.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	poems	-	https://economist.com/science-and-technology/2020/08/08/a-new-ai-language-model-generates-poetry-and-prose
eleuther.ai	Attestation across the AI Supply Chain Archive	EleutherAI	-	https://eleuther.ai/
eleuther.ai	Which datasets should we assume are "in all the AI models"? Archive	EleutherAI	-	https://eleuther.ai/projects/training-large-language-models
en.m.wikipedia.org	Tipping Points for Content Ecosystems Archive	Wikimedia Commons	-	https://en.m.wikipedia.org/wiki/File:Permafrost_in_Herschel_Island_002.jpg
en.wikipedia.org	"Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces Archive	diff	Repeated URL	https://en.wikipedia.org/wiki/Diff
en.wikipedia.org	AI Labs Should Open Source Data Protection Technologies Archive	Trap streets	-	https://en.wikipedia.org/wiki/Trap_street
en.wikipedia.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	free-culture	-	https://en.wikipedia.org/wiki/Free-culture_movement
en.wikipedia.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	Codes	-	https://en.wikipedia.org/wiki/News_Media_Bargaining_Code
en.wikipedia.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	open knowledge	Repeated In ArticleRepeated URL	https://en.wikipedia.org/wiki/Open_knowledge
en.wikipedia.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	open knowledge	Repeated In ArticleRepeated URL	https://en.wikipedia.org/wiki/Open_knowledge
en.wikipedia.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	history of statistical software	-	https://en.wikipedia.org/wiki/Rexer’s_Annual_Data_Miner_Survey
en.wikipedia.org	Bing Rewards for the AI Age Archive	carbon dividend	-	https://en.wikipedia.org/wiki/Carbon_fee_and_dividend
en.wikipedia.org	Bing Rewards for the AI Age Archive	MMOs	-	https://en.wikipedia.org/wiki/Eve_Online
en.wikipedia.org	Bing Rewards for the AI Age Archive	Gardens by the Bay	-	https://en.wikipedia.org/wiki/Gardens_by_the_Bay
en.wikipedia.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	cybernetics	-	https://en.wikipedia.org/wiki/Cybernetics
en.wikipedia.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	1950s	-	https://en.wikipedia.org/wiki/The_Human_Use_of_Human_Beings
en.wikipedia.org	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	Wikimedia Commons	-	https://en.wikipedia.org/wiki/Reaper_(Van_Gogh_series)
en.wikipedia.org	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	regulation	-	https://en.wikipedia.org/wiki/California_Consumer_Privacy_Act
en.wikipedia.org	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	privacy	-	https://en.wikipedia.org/wiki/General_Data_Protection_Regulation
en.wikipedia.org	How collective bargaining for information, public AI, and HCI research all fit together Archive	diffs	Repeated URL	https://en.wikipedia.org/wiki/Diff
en.wikipedia.org	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	Wikimedia Commons	-	https://en.wikipedia.org/wiki/File:Petardsketch2.jpg
en.wikipedia.org	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	hoist	Repeated In ArticleRepeated URL	https://en.wikipedia.org/wiki/Hoist_with_his_own_petard
en.wikipedia.org	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	hoisted with its own petard	Repeated In ArticleRepeated URL	https://en.wikipedia.org/wiki/Hoist_with_his_own_petard
en.wikipedia.org	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	live by the sword, and thusly die by the sword	-	https://en.wikipedia.org/wiki/Live_by_the_sword,_die_by_the_sword
en.wikipedia.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	agent-based model	-	https://en.wikipedia.org/wiki/Agent-based_model
en.wikipedia.org	Public AI, Data Appraisal, and Data Debates Archive	platform	-	https://en.wikipedia.org/wiki/2023_Reddit_API_controversy
en.wikipedia.org	Public AI, Data Appraisal, and Data Debates Archive	Ahmad al-Tifashi	-	https://en.wikipedia.org/wiki/Ahmad_al-Tifashi
en.wikipedia.org	Public AI, Data Appraisal, and Data Debates Archive	summarizing	-	https://en.wikipedia.org/wiki/Arrow_information_paradox
en.wikipedia.org	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	tragedy of the commons	Repeated URL	https://en.wikipedia.org/wiki/Tragedy_of_the_commons
en.wikipedia.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	article	-	https://en.wikipedia.org/wiki/BERT_(language_model)
en.wikipedia.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Wikipedia	-	https://en.wikipedia.org/wiki/Wikipedia:Featured_article_criteria
en.wikipedia.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	club goods	Repeated In ArticleRepeated URL	https://en.wikipedia.org/wiki/Club_good
en.wikipedia.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	club goods	Repeated In ArticleRepeated URL	https://en.wikipedia.org/wiki/Club_good
en.wikipedia.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	enclosure	Repeated URL	https://en.wikipedia.org/wiki/Enclosure
en.wikipedia.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	knowledge commons	-	https://en.wikipedia.org/wiki/Knowledge_commons
en.wikipedia.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	tragedy of the commons	Repeated URL	https://en.wikipedia.org/wiki/Tragedy_of_the_commons
en.wikipedia.org	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	Jacquard loom	-	https://en.wikipedia.org/wiki/Jacquard_machine
en.wikipedia.org	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	The Right to Be Forgotten	-	https://en.wikipedia.org/wiki/Right_to_be_forgotten
en.wikipedia.org	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	strikebreakers	-	https://en.wikipedia.org/wiki/Strikebreaker
en.wikipedia.org	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	my favorite	-	https://en.wikipedia.org/wiki/The_Room
en.wikipedia.org	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	The Second Machine Age	-	https://en.wikipedia.org/wiki/The_Second_Machine_Age
en.wikipedia.org	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	WGA	-	https://en.wikipedia.org/wiki/Writers_Guild_of_America
en.wikipedia.org	Tipping Points for Content Ecosystems Archive	1% rule	-	https://en.wikipedia.org/wiki/1%25_rule
en.wikipedia.org	Tipping Points for Content Ecosystems Archive	tipping points in natural ecosystems	-	https://en.wikipedia.org/wiki/Tipping_points_in_the_climate_system
en.wikipedia.org	Tipping Points for Content Ecosystems Archive	length	-	https://en.wikipedia.org/wiki/Wikipedia:Size_of_Wikipedia
en.wikipedia.org	Which datasets should we assume are "in all the AI models"? Archive	complementary events	Repeated In ArticleRepeated URL	https://en.wikipedia.org/wiki/Complementary_event
en.wikipedia.org	Which datasets should we assume are "in all the AI models"? Archive	instance	Repeated In ArticleRepeated URL	https://en.wikipedia.org/wiki/Complementary_event
en.wikipedia.org	Which datasets should we assume are "in all the AI models"? Archive	foundation	-	https://en.wikipedia.org/wiki/Foundation_model
en.wikipedia.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	enclosure	Repeated URL	https://en.wikipedia.org/wiki/Enclosure
en.wikipedia.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	AI research	-	https://en.wikipedia.org/wiki/GPT-2
en.wikipedia.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	prosumers	-	https://en.wikipedia.org/wiki/Prosumer
euronews.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	and	-	https://euronews.com/culture/2023/03/27/from-lawsuits-to-tech-hacks-heres-how-artists-are-fighting-back-against-ai-image-generatio
evalevalai.com	Attestation across the AI Supply Chain Archive	“Evaleval”	-	https://evalevalai.com/about
evalevalai.com	Attestation across the AI Supply Chain Archive	“Every Eval Ever”	-	https://evalevalai.com/projects/every-eval-ever
evalevalai.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	EvalEval Coalition	-	https://evalevalai.com/
exploringai.org	AI is driving the cost of polish down; some musings on fancy versus terse artifacts Archive	exploringai.org	Repeated URLHTTP Link	https://exploringai.org/
exploringai.org	How collective bargaining for information, public AI, and HCI research all fit together Archive	data napkin math	Repeated URL	https://exploringai.org/
facctconference.org	Algorithmic Collective Action With Two Collectives [crosspost] Archive	FAccT	-	https://facctconference.org/
fair.work	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Fairwork’s work on fair AI supply chains	-	https://fair.work/en/fw/certification
firstmonday.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	heteromation	-	https://firstmonday.org/ojs/index.php/fm/article/view/5331/4090
floriantramer.com	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	can	-	https://floriantramer.com/publications/diffusion23
floriantramer.com	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	verbatim	-	https://floriantramer.com/publications/verbatim22
forbes.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	overhyped	-	https://forbes.com/sites/robtoews/2020/07/19/gpt-3-is-amazingand-overhyped
forbes.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	op-ed	-	https://forbes.com/sites/benjaminwolff/2022/12/31/why-the-creative-economy-shouldnt-fear-generative-ai?sh=5dae644d1fd5
fortune.com	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	Fortune	-	https://fortune.com/2026/06/06/former-ai-czar-david-sacks-bernie-sanders-bill-government-equity-stupidity-tax-nationalization-trump-public-stakes
forum.effectivealtruism.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://forum.effectivealtruism.org/posts/xoX936hEvpxToeuLw	Bare URL Label	https://forum.effectivealtruism.org/posts/xoX936hEvpxToeuLw
forum.effectivealtruism.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	post	-	https://forum.effectivealtruism.org/posts/xoX936hEvpxToeuLw/estimating-the-substitutability-between-compute-and
foundation.wikimedia.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	clear licenses	-	https://foundation.wikimedia.org/wiki/Policy:Terms_of_Use
ft.com	AI Labs Should Open Source Data Protection Technologies Archive	Financial Times	Repeated URL	https://ft.com/content/a0dfedd1-5255-4fa9-8ccc-1fe01de87ea6
ft.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	The Financial Times	Repeated URL	https://ft.com/content/a0dfedd1-5255-4fa9-8ccc-1fe01de87ea6
genlaw.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	GenLaw	-	https://genlaw.org/
geograph.org.uk	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	Roger McLachlan	-	https://geograph.org.uk/profile/1205
geograph.org.uk	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	reuse	-	https://geograph.org.uk/reuse.php?id=382118
gist.github.com	Data Leverage Recap: December 2022 - April 2023 Archive	post	-	https://gist.github.com/veekaybee/6f8885e9906aa9c5408ebe5c7e870698
github.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	GitHub	-	https://github.com/Responsible-Dataset-Sharing/easy-dataset-share
github.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	proposal	-	https://github.com/creativecommons/cc-signals
github.com	Attestation across the AI Supply Chain Archive	evalstats	-	https://github.com/ianarawjo/evalstats
github.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	many competing AI models	-	https://github.com/manymodels/manymodels
github.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	open source effort	Repeated URL	https://github.com/jcpeterson/openwebtext
github.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	here	Repeated URL	https://github.com/nickmvincent/UGCValueRoundup/blob/main/wikipedia.md
github.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	InstructGPT Model Card	Repeated In ArticleRepeated URL	https://github.com/openai/following-instructions-human-feedback
github.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	model card	Repeated In ArticleRepeated URL	https://github.com/openai/following-instructions-human-feedback
github.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	model card	-	https://github.com/openai/following-instructions-human-feedback/blob/main/model-card.md
github.com	Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage! Archive	Agentwatch	-	https://github.com/nickmvincent/agentwatch
github.com	Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage! Archive	repo	-	https://github.com/nickmvincent/extenote
github.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	here	Repeated URL	https://github.com/jcpeterson/openwebtext
github.com	Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power Archive	needed	Repeated URL	https://github.com/nickmvincent/data_napkin_math
github.com	Google and TikTok rank bundles of information; ChatGPT ranks grains. Archive	Some Semi-Serious Naming Proposals to Improve AI Discourse	Repeated URL	https://github.com/nickmvincent/blogs/blob/main/microblogs/2025-05-17_three_terms.md
github.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	blogs	-	https://github.com/nickmvincent/blogs
github.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	here	-	https://github.com/nickmvincent/blogs/blob/main/ideas.md
github.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	synthetic data	Repeated URL	https://github.com/nickmvincent/blogs/blob/main/microblogs/2025-05-17_three_terms.md
github.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	repo	-	https://github.com/nickmvincent/paidf_consultation
github.com	Tipping Points for Content Ecosystems Archive	enough	Repeated URL	https://github.com/nickmvincent/data_napkin_math
github.com	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Archive	here	-	https://github.com/nickmvincent/public-talks/tree/main/2025-10_csss_gabm
github.com	Which datasets should we assume are "in all the AI models"? Archive	NLP research papers	Repeated URL	https://github.com/nickmvincent/UGCValueRoundup/blob/main/wikipedia.md
github.com	Which datasets should we assume are "in all the AI models"? Archive	)	-	https://github.com/nickmvincent/UGCValueRoundup/blob/main/wikipedia.md))
globaldialogues.ai	Content Ecosystems and AI, some links highlights from February 2025 Archive	Global Dialogues	-	https://globaldialogues.ai/
google-gemini.github.io	The Coding Agent Data Deal Archive	documentation page	-	https://google-gemini.github.io/gemini-cli/docs/tos-privacy.html
gov.ca.gov	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	Governor Newsom of California had proposed in 2019	-	https://gov.ca.gov/2019/02/12/state-of-the-state-address
gradual-disempowerment.ai	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	essay	-	https://gradual-disempowerment.ai/
gs.statcounter.com	Attestation across the AI Supply Chain Archive	1% of worldwide desktop browser share	-	https://gs.statcounter.com/browser-market-share/desktop/worldwide
hai.stanford.edu	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	benchmark saturation	-	https://hai.stanford.edu/ai-index/2025-ai-index-report
hbr.org	AI is driving the cost of polish down; some musings on fancy versus terse artifacts Archive	workslop	-	https://hbr.org/2025/09/ai-generated-workslop-is-destroying-productivity
hbr.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	Castro Fernandez and Weyl	Repeated In ArticleRepeated URL	https://hbr.org/2026/06/how-ai-companies-can-pay-fair-rates-for-the-content-they-need
hbr.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	Castro Fernandez and Weyl	Repeated In ArticleRepeated URL	https://hbr.org/2026/06/how-ai-companies-can-pay-fair-rates-for-the-content-they-need
hbr.org	Is Zuckerberg right to say that your specific creative work has no value to AI? Archive	intermediary	-	https://hbr.org/2018/09/a-blueprint-for-a-better-digital-society
hbr.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	piece	Repeated In ArticleRepeated URL	https://hbr.org/2021/03/ai-should-augment-human-intelligence-not-replace-it
hbr.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://hbr.org/2021/03/ai-should-augment-human-intelligence-not-replace-it	Bare URL LabelRepeated In ArticleRepeated URL	https://hbr.org/2021/03/ai-should-augment-human-intelligence-not-replace-it
hbs.edu	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	HBR	-	https://hbs.edu/faculty/Pages/item.aspx?num=50951
hbs.edu	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	value	-	https://hbs.edu/ris/Publication%20Files/24-038_51f8444f-502c-4139-8bf2-56eb4b65c58a.pdf
help.openai.com	The Coding Agent Data Deal Archive	here	-	https://help.openai.com/en/articles/11369540-using-codex-with-your-chatgpt-plan
help.openai.com	The Coding Agent Data Deal Archive	article	-	https://help.openai.com/en/articles/5722486-how-your-data-is-used-to-improve-model-performance
history.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	instrumental	-	https://history.com/news/strikes-labor-movement
historytoday.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	been	-	https://historytoday.com/archive/head-head/what-have-strikes-achieved
hls.harvard.edu	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Mary Gray and Siddharth Suri’s	Repeated In ArticleRepeated URL	https://hls.harvard.edu/today/the-hidden-labor-supporting-algorithms
hls.harvard.edu	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Ghost Work	Repeated In ArticleRepeated URL	https://hls.harvard.edu/today/the-hidden-labor-supporting-algorithms
hollywoodreporter.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	article	-	https://hollywoodreporter.com/business/business-news/writers-strike-ai-chatgpt-1235478681
huggingface.co	Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage! Archive	here	-	https://huggingface.co/datasets/nickmvincent/coding-agent-transcripts-1
huggingface.co	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	weights	-	https://huggingface.co/deepseek-ai/DeepSeek-R1
huggingface.co	Which datasets should we assume are "in all the AI models"? Archive	FineWeb	-	https://huggingface.co/spaces/HuggingFaceFW/blogpost-fineweb-v1
hyperdimensional.co	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	Dean Ball	-	https://hyperdimensional.co/p/clawed
icml.cc	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Archive	favor	-	https://icml.cc/virtual/2025/poster/40125
imgflip.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	Imgflip	-	https://imgflip.com/memegenerator/255177692/astronaut-meme-always-has-been-template
in-toto.io	Attestation across the AI Supply Chain Archive	in-toto	-	https://in-toto.io/docs/what-is-in-toto
inet.ox.ac.uk	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	works	-	https://inet.ox.ac.uk/publications/large-language-models-reduce-public-knowledge-sharing-on-online-q-a-platforms
instagram.com	Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data? Archive	aim	-	https://instagram.com/bryanjohnson_/p/C__8jp9yAd4
institute.deepmind.com	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	Economic policy for AGI	-	https://institute.deepmind.com/essays/economic-policy-for-agi
intelligence-curse.ai	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	essay	-	https://intelligence-curse.ai/
jeffreybigham.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	reap the AI harvest	-	https://jeffreybigham.com/blog/2019/the-coming-ai-autumnn.html
jessicahullman.substack.com	AI is driving the cost of polish down; some musings on fancy versus terse artifacts Archive	Living the metascience dream (or nightmare) with AI for science	-	https://jessicahullman.substack.com/p/living-the-metascience-dream-or-nightmare
joinreboot.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	post	-	https://joinreboot.org/i/162295663/a-site-for-every-soliloquy
joinreboot.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://joinreboot.org/p/macrodoses-7	Bare URL Label	https://joinreboot.org/p/macrodoses-7
journals.openedition.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	challenging	-	https://journals.openedition.org/cybergeo/1035?lang=en
jstor.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	1960s	-	https://jstor.org/stable/1705998?seq=2
jstor.org	Public AI, Data Appraisal, and Data Debates Archive	work	-	https://jstor.org/stable/1911865?seq=1
karriekarahalios.com	Algorithmic Collective Action With Two Collectives [crosspost] Archive	Karrie Karahalios	HTTP Link	https://karriekarahalios.com/
katecrawford.net	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	of	-	https://katecrawford.net/
knightcolumbia.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	essay	Repeated In ArticleRepeated URL	https://knightcolumbia.org/content/ai-as-normal-technology
knightcolumbia.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://knightcolumbia.org/content/ai-as-normal-technology	Bare URL LabelRepeated In ArticleRepeated URL	https://knightcolumbia.org/content/ai-as-normal-technology
lambdalabs.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	estimated	-	https://lambdalabs.com/blog/demystifying-gpt-3
latimes.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	LA Times op-ed	-	https://latimes.com/opinion/story/2023-05-05/ai-writers-strike-worker-protections-entertainment
leginfo.legislature.ca.gov	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	California AB 2013	-	https://leginfo.legislature.ca.gov/faces/billTextClient.xhtml?bill_id=202320240AB2013
lesswrong.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	post	-	https://lesswrong.com/posts/GAv4DRGyDHe2orvwB/gradual-disempowerment-concrete-research-projects
lexology.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	whether	-	https://lexology.com/library/detail.aspx?g=0adc3f5a-23f4-422e-a375-7ad5e7bf6709
licenses.ai	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	licensing	-	https://licenses.ai/
licenses.ai	Data Leverage Recap: December 2022 - April 2023 Archive	RAIL	-	https://licenses.ai/blog/2023/1/17/rail-initiative-call-for-participation
link.springer.com	Plural AI Data Alignment Archive	scholarship	-	https://link.springer.com/article/10.1007/s11023-020-09539-2
linkedin.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	Jacob Thebault-Spieker	-	https://linkedin.com/in/jacob-thebault-spieker-65574b112
linkedin.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	Johanna Desprez	-	https://linkedin.com/in/johanna-desprez-032139125
loc.gov	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	link	-	https://loc.gov/item/2003664100
lukedrago.substack.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://lukedrago.substack.com/p/the-intelligence-curse	Bare URL Label	https://lukedrago.substack.com/p/the-intelligence-curse
machinelearning.apple.com	Which datasets should we assume are "in all the AI models"? Archive	Apple’s	-	https://machinelearning.apple.com/research/apple-intelligence-foundation-language-models
mako.cc	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	concentrated	Repeated URL	https://mako.cc/copyrighteous/editor-to-reader-ratios-on-wikipedia
mako.cc	The Paradox of Reuse, Language Models Edition Archive	estimate	Repeated URL	https://mako.cc/copyrighteous/editor-to-reader-ratios-on-wikipedia
marginalrevolution.com	Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power Archive	post	-	https://marginalrevolution.com/marginalrevolution/2025/02/deep-research.html
marketoonist.com	AI is driving the cost of polish down; some musings on fancy versus terse artifacts Archive	marketoonist	-	https://marketoonist.com/2023/03/ai-written-ai-read.html
marketoonist.com	AI is driving the cost of polish down; some musings on fancy versus terse artifacts Archive	here	-	https://marketoonist.com/faq
math.stackexchange.com	Which datasets should we assume are "in all the AI models"? Archive	counting	-	https://math.stackexchange.com/questions/3351186/why-should-i-consider-the-complementary-probability-if-i-can-do-it-directly
mcgill.ca	Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data? Archive	controversial	-	https://mcgill.ca/oss/article/critical-thinking-health-and-nutrition/you-probably-dont-need-green-ag1-smoothie
mechanize.work	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	Mechanize	-	https://mechanize.work/
mercor.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Mercor	-	https://mercor.com/research
meta.stackexchange.com	Data Leverage Recap: December 2022 - April 2023 Archive	post	Repeated URL	https://meta.stackexchange.com/questions/388401/new-blog-post-from-our-ceo-prashanth-community-is-the-future-of-ai
meta.stackexchange.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	Stack Overflow	Repeated URL	https://meta.stackexchange.com/questions/388401/new-blog-post-from-our-ceo-prashanth-community-is-the-future-of-ai
meta.stackexchange.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	serious	-	https://meta.stackexchange.com/questions/333089/stack-exchange-and-stack-overflow-have-moved-to-cc-by-sa-4-0
meta.stackexchange.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	contention	Trailing Punctuation	https://meta.stackexchange.com/questions/344491/an-update-on-creative-commons-licensing.
meta.stackexchange.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	collective bargaining	-	https://meta.stackexchange.com/questions/391847/moderation-strike-results-of-negotiations?cb=1
meta.wikimedia.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	Wikimedia Enterprise	Repeated URL	https://meta.wikimedia.org/wiki/Wikimedia_Enterprise
meta.wikimedia.org	The Paradox of Reuse, Language Models Edition Archive	program	Repeated URL	https://meta.wikimedia.org/wiki/Wikimedia_Enterprise
meta.wikimedia.org	Which datasets should we assume are "in all the AI models"? Archive	Wikimedia Enterprise	Repeated URL	https://meta.wikimedia.org/wiki/Wikimedia_Enterprise
metr.org	Attestation across the AI Supply Chain Archive	METR	Repeated In ArticleRepeated URL	https://metr.org/
metr.org	Attestation across the AI Supply Chain Archive	METR	Repeated In ArticleRepeated URL	https://metr.org/
metr.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	work	-	https://metr.org/blog/2025-03-19-measuring-ai-ability-to-complete-long-tasks
metr.org	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Archive	Task-Completion Time Horizons of Frontier AI Models	-	https://metr.org/time-horizons
miba.dev	How collective bargaining for information, public AI, and HCI research all fit together Archive	Human Context Protocol	-	https://miba.dev/assets/publications/HCP_ArXiv_2025.pdf
microsoft.com	Attestation across the AI Supply Chain Archive	datasheets	-	https://microsoft.com/en-us/research/project/datasheets-for-datasets
microsoft.com	Bing Rewards for the AI Age Archive	credits	-	https://microsoft.com/en-us/azure-academic-research
microsoft.com	Bing Rewards for the AI Age Archive	Microsoft Rewards	Repeated In ArticleRepeated URL	https://microsoft.com/en-us/rewards
microsoft.com	Bing Rewards for the AI Age Archive	Microsoft Rewards	Repeated In ArticleRepeated URL	https://microsoft.com/en-us/rewards
microsoft.com	The Coding Agent Data Deal Archive	implicit measures for web search	-	https://microsoft.com/en-us/research/publication/evaluating-implicit-measures-improve-web-search
microsoft.com	The Coding Agent Data Deal Archive	dwell time	-	https://microsoft.com/en-us/research/publication/modeling-dwell-time-to-predict-click-level-satsifaction
microsoft.com	Tipping Points for Content Ecosystems Archive	synthetic data	-	https://microsoft.com/en-us/research/publication/textbooks-are-all-you-need-ii-phi-1-5-technical-report
mitpress.mit.edu	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	Obfuscation	-	https://mitpress.mit.edu/9780262529860/obfuscation
mturk.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	MTurk	-	https://mturk.com/
nature.com	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	their	-	https://nature.com/articles/d41586-022-04383-z
nature.com	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	provenance systems	Repeated URL	https://nature.com/articles/s42256-024-00878-8
nature.com	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	over	-	https://nature.com/articles/s43586-022-00172-0.epdf?sharing_token=20oCMhzni41xvDUut2OItdRgN0jAjWel9jnR3ZoTv0OwjbZm_FCT7gsPxkyDixLb1Sapyw-rKunjdUM-MQsb2Df0fuyC5afG4elbIDnGjYVTr4j3hlrQ7YmaASLl3Q0UKi5thaNq9gvVPV-cT8IZm9wh7kXFdLAzLh60tNgS2gE%3D
nature.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Data Provenance Initiative	Repeated URL	https://nature.com/articles/s42256-024-00878-8
nature.com	Tipping Points for Content Ecosystems Archive	tipping points	-	https://nature.com/articles/s41559-019-0797-2
nbcnews.com	AI Labs Should Open Source Data Protection Technologies Archive	David Sacks	-	https://nbcnews.com/tech/tech-news/openai-says-deepseek-may-inapproriately-used-data-rcna189872
nbcnews.com	Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power Archive	be	-	https://nbcnews.com/think/opinion/remote-testing-monitored-ai-failing-students-forced-undergo-it-ncna1246769
nber.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	investment	Repeated In ArticleRepeated URL	https://nber.org/papers/w34873
nber.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	concerns	Repeated In ArticleRepeated URL	https://nber.org/papers/w34873
nber.org	Attestation across the AI Supply Chain Archive	Arrow on the economics of information	Repeated In ArticleRepeated URL	https://nber.org/books-and-chapters/rate-and-direction-inventive-activity-economic-and-social-factors/economic-welfare-and-allocation-resources-invention
nber.org	Attestation across the AI Supply Chain Archive	economic properties of information	Repeated In ArticleRepeated URL	https://nber.org/books-and-chapters/rate-and-direction-inventive-activity-economic-and-social-factors/economic-welfare-and-allocation-resources-invention
nber.org	Tipping Points for Content Ecosystems Archive	displaced	-	https://nber.org/system/files/working_papers/w24174/w24174.pdf
neurips.cc	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	track	-	https://neurips.cc/Conferences/2026/CallForEvaluationsDatasets
news.ycombinator.com	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	split	-	https://news.ycombinator.com/item?id=33998112
news.ycombinator.com	AI Labs Should Open Source Data Protection Technologies Archive	Hackernews	-	https://news.ycombinator.com/item?id=42865527
news.ycombinator.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	discussion	-	https://news.ycombinator.com/item?id=46709320
newsletter.semianalysis.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	We Have No Moat, And Neither Does OpenAI	-	https://newsletter.semianalysis.com/p/google-we-have-no-moat-and-neither
newyorker.com	Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking Archive	dignity	-	https://newyorker.com/science/annals-of-artificial-intelligence/there-is-no-ai
nicholas.carlini.com	"Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces Archive	post	Repeated In ArticleRepeated URL	https://nicholas.carlini.com/writing/2024/how-i-use-ai.html
nicholas.carlini.com	"Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces Archive	post	Repeated In ArticleRepeated URL	https://nicholas.carlini.com/writing/2024/how-i-use-ai.html
nickmvincent.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	policy paper	-	https://nickmvincent.com/static/canada_publicai.pdf
nickmvincent.com	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	data dividends report	-	https://nickmvincent.com/static/Data-Dividend_final.pdf
nickmvincent.com	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	2023 EAAMO poster paper	Repeated URL	https://nickmvincent.com/static/eaamo_data_dividends.pdf
nickmvincent.com	Attestation across the AI Supply Chain Archive	data dividends	Repeated URL	https://nickmvincent.com/static/eaamo_data_dividends.pdf
nickmvincent.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	contributing to Wikipedia,	HTTP Link	https://nickmvincent.com/static/WikiSerp2020.pdf
nickmvincent.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	user-generated data in search engine results	HTTP Link	https://nickmvincent.com/static/icwsm2019_ugcinsearch_arxiv.pdf
nickmvincent.com	Is Zuckerberg right to say that your specific creative work has no value to AI? Archive	economic inequality	Repeated URLHTTP Link	https://nickmvincent.com/static/eaamo_data_dividends.pdf
nickmvincent.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	paper	Repeated In ArticleRepeated URL	https://nickmvincent.com/static/cbi_paper.pdf
nickmvincent.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://nickmvincent.com/static/cbi_paper.pdf	Bare URL LabelRepeated In ArticleRepeated URL	https://nickmvincent.com/static/cbi_paper.pdf
nickmvincent.com	The Paradox of Reuse, Language Models Edition Archive	do	HTTP Link	https://nickmvincent.com/static/wikiserp_cscw.pdf
nickmvincent.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	papers	HTTP Link	https://nickmvincent.com/
nmvg.mataroa.blog	Bing Rewards for the AI Age Archive	responsible	-	https://nmvg.mataroa.blog/blog/chatgpt-is-awesome-and-scary-you-deserve-credit
nmvg.mataroa.blog	Bing Rewards for the AI Age Archive	paradox of reuse	Repeated In ArticleRepeated URL	https://nmvg.mataroa.blog/blog/the-paradox-of-reuse-language-models-edition
nmvg.mataroa.blog	Bing Rewards for the AI Age Archive	paradox of re-use	Repeated In ArticleRepeated URL	https://nmvg.mataroa.blog/blog/the-paradox-of-reuse-language-models-edition
nobelprize.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	centralized management	-	https://nobelprize.org/prizes/economic-sciences/2009/ostrom/lecture
notion.so	Data Leverage Recap: December 2022 - April 2023 Archive	The Paradox of Reuse, Language Models Edition	-	https://notion.so/Data-Leverage-Recap-December-2022-April-2023-e1faadd001364ca18180995eeadcb223
nowpublishers.com	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	differential privacy	-	https://nowpublishers.com/article/Details/TCS-042
npr.org	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	emphatically	-	https://npr.org/2023/08/16/1194202562/new-york-times-considers-legal-action-against-openai-as-copyright-tensions-swirl
npr.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	NPR	-	https://npr.org/2025/09/05/nx-s1-5529404/anthropic-settlement-authors-copyright-ai
nytimes.com	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	posturing	Repeated URL	https://nytimes.com/2023/04/18/technology/reddit-ai-openai-google.html
nytimes.com	Bing Rewards for the AI Age Archive	public	-	https://nytimes.com/2021/07/07/opinion/google-utility-antitrust-technology.html
nytimes.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://www.nytimes.com/2025/05/30/podcasts/hardfork-ai-jobpocalypse.html	Bare URL Label	https://nytimes.com/2025/05/30/podcasts/hardfork-ai-jobpocalypse.html
nytimes.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	topic	Repeated In ArticleRepeated URL	https://nytimes.com/2025/05/30/technology/ai-jobs-college-graduates.html
nytimes.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://www.nytimes.com/2025/05/30/technology/ai-jobs-college-graduates.html	Bare URL LabelRepeated In ArticleRepeated URL	https://nytimes.com/2025/05/30/technology/ai-jobs-college-graduates.html
nytimes.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	Reddit	Repeated URL	https://nytimes.com/2023/04/18/technology/reddit-ai-openai-google.html
nytimes.com	Which datasets should we assume are "in all the AI models"? Archive	article	-	https://nytimes.com/2023/07/18/magazine/wikipedia-ai-chatgpt.html
nytimes.com	Which datasets should we assume are "in all the AI models"? Archive	The Daily Podcast	-	https://nytimes.com/2023/09/10/podcasts/the-daily/wikipedia-ai.html
oag.ca.gov	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	The Right to Delete	-	https://oag.ca.gov/privacy/ccpa
ojs.aaai.org	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	data	Repeated URL	https://ojs.aaai.org/index.php/ICWSM/article/view/7347
ojs.aaai.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	computational social science	Repeated URL	https://ojs.aaai.org/index.php/ICWSM/article/view/7347
open.spotify.com	Tipping Points for Content Ecosystems Archive	podcast	-	https://open.spotify.com/episode/2G4UlFmVjwMizRl1jMUPxf?si=1f41d2d0afcb40b2
openai.com	"People First" Policy Ideas that Complement Each Other (through better data flow) Archive	here	-	https://openai.com/index/industrial-policy-for-the-intelligence-age
openai.com	AI Labs Should Open Source Data Protection Technologies Archive	techniques	-	https://openai.com/index/understanding-the-source-of-what-we-see-and-hear-online
openai.com	Attestation across the AI Supply Chain Archive	“Introducing ChatGPT Health”	Repeated In ArticleRepeated URL	https://openai.com/index/introducing-chatgpt-health
openai.com	Attestation across the AI Supply Chain Archive	OpenAI’s health launch as an example of product-level signaling around physician involvement and evaluation	Repeated In ArticleRepeated URL	https://openai.com/index/introducing-chatgpt-health
openai.com	Bing Rewards for the AI Age Archive	paywall	-	https://openai.com/blog/chatgpt-plus
openai.com	Bing Rewards for the AI Age Archive	OpenAI pricing	-	https://openai.com/pricing
openai.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	governs	-	https://openai.com/blog/democratic-inputs-to-ai
openai.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	post	Repeated In ArticleRepeated URL	https://openai.com/blog/chatgpt
openai.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	ChatGPT	Repeated In ArticleRepeated URL	https://openai.com/blog/chatgpt
openai.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	The ChatGPT Blog Post	-	https://openai.com/blog/chatgpt/%5D
openai.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	InstructGPT blog post	Repeated In ArticleRepeated URL	https://openai.com/blog/instruction-following
openai.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	blog post	Repeated In ArticleRepeated URL	https://openai.com/blog/instruction-following
openai.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	model spec	-	https://openai.com/index/sharing-the-latest-model-spec
openai.com	Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power Archive	release	-	https://openai.com/index/introducing-deep-research
openai.com	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	OpenAI	-	https://openai.com/policies/row-terms-of-use
openai.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://openai.com/charter	Bare URL LabelRepeated In ArticleRepeated URL	https://openai.com/charter
openai.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	highly autonomous systems that outperform humans at most economically valuable work	Repeated In ArticleRepeated URL	https://openai.com/charter
openai.com	Plural AI Data Alignment Archive	Alignment page post	-	https://openai.com/blog/our-approach-to-alignment-research
openai.com	Plural AI Data Alignment Archive	post	-	https://openai.com/blog/planning-for-agi-and-beyond
openai.com	Public AI, Data Appraisal, and Data Debates Archive	OpenAI	-	https://openai.com/index/openai-and-reddit-partnership
openai.com	Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data? Archive	AGI	-	https://openai.com/index/planning-for-agi-and-beyond
openai.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	HealthBench	-	https://openai.com/index/healthbench
openai.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	medicine	Repeated URL	https://openai.com/index/introducing-chatgpt-health
openai.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	(1) transfer	-	https://openai.com/index/language-models-are-few-shot-learners
openai.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	HealthBench Professional / ChatGPT for Clinicians	-	https://openai.com/index/making-chatgpt-better-for-clinicians
openai.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	(2) scaling	-	https://openai.com/index/scaling-laws-for-neural-language-models
openai.com	The Paradox of Reuse, Language Models Edition Archive	ChatGPT	Repeated URL	https://openai.com/blog/chatgpt
openai.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	research	-	https://openai.com/research/gpts-are-gpts
openaireview.org	AI is driving the cost of polish down; some musings on fancy versus terse artifacts Archive	peer review death spiral	Repeated In ArticleRepeated URL	https://openaireview.org/blog.html
openaireview.org	AI is driving the cost of polish down; some musings on fancy versus terse artifacts Archive	OpenAIReview	Repeated In ArticleRepeated URL	https://openaireview.org/blog.html
openhands.dev	The Coding Agent Data Deal Archive	Open Hands	-	https://openhands.dev/
openreview.net	Attestation across the AI Supply Chain Archive	Raji et al. on the limits of “general” benchmarks	-	https://openreview.net/forum?id=j6NxpQbREA1
openreview.net	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	memorization	-	https://openreview.net/forum?id=TatRHT_1cK
openrouter.ai	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	OpenRouter	-	https://openrouter.ai/
openwebui.com	"Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces Archive	efforts	-	https://openwebui.com/f/maxkerkula/mixture_of_agents
oreilly.com	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	answer	-	https://oreilly.com/radar/what-does-copyright-say-about-generative-models
palewi.re	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	follow suit	-	https://palewi.re/docs/news-homepages/openai-gptbot-robotstxt.html
papers.ssrn.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	Zargham and Shorish 2023	-	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4569037
papers.ssrn.com	Tipping Points for Content Ecosystems Archive	data rivers	-	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4388928
paperswithcode.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	WebText	Repeated In ArticleRepeated URL	https://paperswithcode.com/dataset/webtext
paperswithcode.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	here	Repeated In ArticleRepeated URL	https://paperswithcode.com/dataset/webtext
partnershiponai.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Partnership on AI’s responsible sourcing work	-	https://partnershiponai.org/workstream/responsible-sourcing
perkinscoie.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	proposed	-	https://perkinscoie.com/en/news-insights/the-latest-on-the-eus-proposed-artificial-intelligence-act.html
perplexity.ai	Perplexity CEO's Interaction with Striking New York Times Workers Does Not Reflect Well on the AI Industry Archive	Perplexity	-	https://perplexity.ai/
pewresearch.org	Perplexity CEO's Interaction with Striking New York Times Workers Does Not Reflect Well on the AI Industry Archive	polling	-	https://pewresearch.org/politics/2024/02/01/labor-unions
pewresearch.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	Pew	-	https://pewresearch.org/short-reads/2025/07/22/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results
phenomenalworld.org	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	Viljoen	-	https://phenomenalworld.org/analysis/data-as-property
pile.eleuther.ai	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	The Pile	Repeated URL	https://pile.eleuther.ai/
pile.eleuther.ai	Data Leverage Recap: December 2022 - April 2023 Archive	The Pile	Repeated URL	https://pile.eleuther.ai/
platform.openai.com	Tipping Points for Content Ecosystems Archive	1 token = 3/4 word	-	https://platform.openai.com/tokenizer
plurality.institute	Plural AI Data Alignment Archive	plurality	Repeated In ArticleRepeated URL	https://plurality.institute/
plurality.institute	Plural AI Data Alignment Archive	plurality research	Repeated In ArticleRepeated URL	https://plurality.institute/
polarislab.org	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	database	-	https://polarislab.org/ai-law-tracker.html
policykit.org	Bing Rewards for the AI Age Archive	PolicyKit	-	https://policykit.org/
press.princeton.edu	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	Radical Markets	-	https://press.princeton.edu/books/paperback/9780691196060/radical-markets
probml.github.io	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	here	-	https://probml.github.io/pml-book/book1.html
proceedings.mlr.press	[microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives? Archive	link	-	https://proceedings.mlr.press/v89/jia19a.html
proceedings.mlr.press	[microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives? Archive	link	-	https://proceedings.mlr.press/v97/ghorbani19c.html
proceedings.mlr.press	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	work	-	https://proceedings.mlr.press/v80/agarwal18a.html
proceedings.neurips.cc	[microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives? Archive	link	-	https://proceedings.neurips.cc/paper/2019/hash/a78482ce76496fcf49085f2190e675b4-Abstract.html
proceedings.neurips.cc	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	data valuation for markets	-	https://proceedings.neurips.cc/paper_files/paper/2025/hash/b0b74d6b049d34084da136418ef42334-Abstract-Position_Paper_Track.html
prolific.com	Attestation across the AI Supply Chain Archive	via Prolific	-	https://prolific.com/pricing
psagroup.org	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	"Expert Language Model Trainers"	Repeated URL	https://psagroup.org/blogposts/78
psagroup.org	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	here	-	https://psagroup.org/blogposts/62
psagroup.org	The Paradox of Reuse, Language Models Edition Archive	disproportionate role	Repeated URL	https://psagroup.org/blogposts/78
publicai.co	How collective bargaining for information, public AI, and HCI research all fit together Archive	publicai.co	-	https://publicai.co/
publicai.network	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	public AI	Repeated URL	https://publicai.network/
publicai.network	Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking Archive	public AI	Repeated URL	https://publicai.network/
publicai.network	How collective bargaining for information, public AI, and HCI research all fit together Archive	website	Repeated URL	https://publicai.network/
publicai.network	Public AI, Data Appraisal, and Data Debates Archive	website	Repeated URL	https://publicai.network/
pubmed.ncbi.nlm.nih.gov	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	contexts	-	https://pubmed.ncbi.nlm.nih.gov/33982031
quitgpt.org	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	QuitGPT	-	https://quitgpt.org/
radicalmarkets.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	http://radicalmarkets.com/chapters/data-as-labor/frequently-asked-questions/	Bare URL LabelHTTP Link	https://radicalmarkets.com/chapters/data-as-labor/frequently-asked-questions
radicalxchange.org	AI Labs Should Open Source Data Protection Technologies Archive	here	-	https://radicalxchange.org/media/blog/three-pathways-to-distributed-power-in-the-ai-economy
radicalxchange.org	AI Technologies are System Maps, and You are a Cartographer Archive	data dignity	Repeated URL	https://radicalxchange.org/concepts/data-dignity
radicalxchange.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	pluralistic	-	https://radicalxchange.org/media/blog/why-i-am-a-pluralist
radicalxchange.org	Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking Archive	data	Repeated URL	https://radicalxchange.org/wiki/data-dignity
radicalxchange.org	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	data dignity	Repeated URL	https://radicalxchange.org/concepts/data-dignity
radicalxchange.org	The Coding Agent Data Deal Archive	data labor	Repeated URL	https://radicalxchange.org/wiki/data-dignity
radicalxchange.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	data dignity	Repeated URL	https://radicalxchange.org/concepts/data-dignity
raulcastrofernandez.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	DataStation	-	https://raulcastrofernandez.com/papers/data_station_paper-11.pdf)
raulcastrofernandez.com	Is Zuckerberg right to say that your specific creative work has no value to AI? Archive	escrow	-	https://raulcastrofernandez.com/papers/data_station_paper-11.pdf
raulcastrofernandez.com	Public AI, Data Appraisal, and Data Debates Archive	Data-Sharing Consortia	-	https://raulcastrofernandez.com/papers/data-sharing-consortia-escrow.pdf
reason.com	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	Reason	-	https://reason.com/2026/06/02/bernie-sanders-ai-wealth-fund-bill-shows-that-he-doesnt-understand-ai-or-wealth
reddit	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	arbitrary reddit post just to get a sense of how people are engaging on other platforms	HTTP LinkSuspicious Domain	https://reddit/
redditinc.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	terms	-	https://redditinc.com/policies/user-agreement
research.brickroad.network	Attestation across the AI Supply Chain Archive	fragmented	Repeated In ArticleRepeated URL	https://research.brickroad.network/neurips2025-data-deals
research.brickroad.network	Attestation across the AI Supply Chain Archive	here	Repeated In ArticleRepeated URL	https://research.brickroad.network/neurips2025-data-deals
research.google	Attestation across the AI Supply Chain Archive	model cards	Repeated In ArticleRepeated URL	https://research.google/pubs/model-cards-for-model-reporting
research.google	Attestation across the AI Supply Chain Archive	Model cards	Repeated In ArticleRepeated URL	https://research.google/pubs/model-cards-for-model-reporting
research.google	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Model Cards	Repeated URL	https://research.google/pubs/model-cards-for-model-reporting
researcher-help.prolific.com	Attestation across the AI Supply Chain Archive	at least $8/hr, and typically more like $12/hr	-	https://researcher-help.prolific.com/en/article/2273bd
researchgate.net	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	Hess and Ostrom	-	https://researchgate.net/publication/239919282_Introduction_An_Overview_of_the_Knowledge_Commons
reuters.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	Reuters	-	https://reuters.com/technology/artificial-intelligence/nyt-sends-ai-startup-perplexity-cease-desist-notice-over-content-use-wsj-reports-2024-10-15
reuters.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	Reuters	-	https://reuters.com/world/us/us-appeals-court-rejects-copyrights-ai-generated-art-lacking-human-creator-2025-03-18
reuters.com	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	arguing	-	https://reuters.com/legal/litigation/tech-companies-face-tough-ai-copyright-questions-2025-2024-12-27
reuters.com	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	investment	-	https://reuters.com/technology/chinas-deepseek-sets-off-ai-market-rout-2025-01-27
reuters.com	Public AI, Data Appraisal, and Data Debates Archive	Google	-	https://reuters.com/technology/reddit-ai-content-licensing-deal-with-google-sources-say-2024-02-22
reuters.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	browsing-enabled ChatGPT	-	https://reuters.com/technology/openai-says-chatgpt-can-now-browse-internet-2023-09-27
saiph.org	Attestation across the AI Supply Chain Archive	Saiph Savage	-	https://saiph.org/
sanders.senate.gov	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	"AI dividend"	Repeated In ArticleRepeated URL	https://sanders.senate.gov/op-eds/the-public-should-own-half-of-the-big-a-i-companies
sanders.senate.gov	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	Sanders proposal	Repeated In ArticleRepeated URL	https://sanders.senate.gov/op-eds/the-public-should-own-half-of-the-big-a-i-companies
scale.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Scale	-	https://scale.com/
science.org	Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power Archive	Science	-	https://science.org/content/blog-post/evaluation-deep-research-performance
science.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	paper	-	https://science.org/doi/10.1126/science.adj0998
sciencedirect.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	evidence	-	https://sciencedirect.com/science/article/pii/S0167268124004591
scriptorium	Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking Archive	scriptorium	HTTP LinkSuspicious Domain	https://scriptorium/
sec.gov	Attestation across the AI Supply Chain Archive	S-1	-	https://sec.gov/Archives/edgar/data/1713445/000162828024011789/reddit-sx1a3.htm
shared-references.pages.dev	Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage! Archive	examples	-	https://shared-references.pages.dev/projects
shaynelongpre.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	Shayne Longpre	-	https://shaynelongpre.com/
simile.ai	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Archive	Simile.ai	-	https://simile.ai/
simonwillison.net	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	spilled	Repeated In ArticleRepeated URL	https://simonwillison.net/2025/Apr/30/criticism-of-the-chatbot-arena
simonwillison.net	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	some	Repeated In ArticleRepeated URL	https://simonwillison.net/2025/Apr/30/criticism-of-the-chatbot-arena
site.spawning.ai	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	ai.txt	-	https://site.spawning.ai/spawning-ai-txt
skylion007.github.io	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	here	-	https://skylion007.github.io/OpenWebTextCorpus
slideshare.net	The Paradox of Reuse, Language Models Edition Archive	talk	-	https://slideshare.net/dartar/the-sum-of-all-human-knowledge-in-the-age-of-machines-a-new-research-agenda-for-wikimedia-icwsm-15
slsa.dev	Attestation across the AI Supply Chain Archive	SLSA	-	https://slsa.dev/spec/v1.2
smithsonianmag.com	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	stealing	-	https://smithsonianmag.com/smart-news/is-popular-photo-app-lensas-ai-stealing-from-artists-180981281
socialist.net	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	new	-	https://socialist.net/marx-s-capital-chapters-15-the-machine
spec.c2pa.org	Attestation across the AI Supply Chain Archive	C2PA	Repeated In ArticleRepeated URL	https://spec.c2pa.org/specifications/specifications/2.3/ai-ml/ai_ml.html
spec.c2pa.org	Attestation across the AI Supply Chain Archive	C2PA	Repeated In ArticleRepeated URL	https://spec.c2pa.org/specifications/specifications/2.3/ai-ml/ai_ml.html
sr.ithaka.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	Data Deals Tracker	-	https://sr.ithaka.org/our-work/generative-ai-licensing-agreement-tracker
stacker.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	in	-	https://stacker.com/business-economy/30-victories-workers-rights-won-organized-labor-over-years
stackexchange.com	Tipping Points for Content Ecosystems Archive	ratio	Repeated In ArticleRepeated URL	https://stackexchange.com/about
stackexchange.com	Tipping Points for Content Ecosystems Archive	higher	Repeated In ArticleRepeated URL	https://stackexchange.com/about
stackexchange.com	Tipping Points for Content Ecosystems Archive	reported	Repeated In ArticleRepeated URL	https://stackexchange.com/about
stackoverflow.blog	Data Leverage Recap: December 2022 - April 2023 Archive	statements	Repeated URL	https://stackoverflow.blog/2023/04/17/community-is-the-future-of-ai
stackoverflow.blog	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	blog post	Repeated URL	https://stackoverflow.blog/2023/04/17/community-is-the-future-of-ai
stackoverflow.blog	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	an array	-	https://stackoverflow.blog/2025/12/02/introducing-stack-overflow-ai-assist-a-tool-for-the-modern-developer
stackoverflow.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	terms	-	https://stackoverflow.com/legal/terms-of-service
storage.courtlistener.com	Public AI, Data Appraisal, and Data Debates Archive	documents	-	https://storage.courtlistener.com/recap/gov.uscourts.cand.415175/gov.uscourts.cand.415175.391.14.pdf
support.anthropic.com	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	help page	-	https://support.anthropic.com/en/articles/8525154-claude-is-providing-incorrect-or-misleading-responses-what-s-going-on
support.brave.app	Attestation across the AI Supply Chain Archive	Brave Rewards	-	https://support.brave.app/hc/en-us/articles/360027276731-Brave-Rewards-FAQ
surgehq.ai	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	Surge	-	https://surgehq.ai/
swashapp.io	Attestation across the AI Supply Chain Archive	Swash	-	https://swashapp.io/about
techcrunch.com	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	not	-	https://techcrunch.com/2021/01/12/ftc-settlement-with-ever-orders-data-and-ais-deleted-after-facial-recognition-pivot
techcrunch.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	agreements	-	https://techcrunch.com/2024/05/06/stack-overflow-signs-deal-with-openai-to-supply-data-to-its-models
techcrunch.com	Data work Public drafts	link	-	https://techcrunch.com/2026/06/12/metas-months-old-ai-unit-is-a-soul-crushing-gulag-say-the-engineers-stuck-inside-it
techcrunch.com	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	Why DeepSeek’s new AI model thinks it’s ChatGPT	-	https://techcrunch.com/2024/12/27/why-deepseeks-new-ai-model-thinks-its-chatgpt
techcrunch.com	Perplexity CEO's Interaction with Striking New York Times Workers Does Not Reflect Well on the AI Industry Archive	amount	-	https://techcrunch.com/2024/11/04/perplexity-ceo-offers-ai-companys-services-to-replace-striking-nyt-staff
techcrunch.com	Which datasets should we assume are "in all the AI models"? Archive	of	-	https://techcrunch.com/2024/07/29/apple-says-it-took-a-responsible-approach-to-training-its-apple-intelligence-models?guccounter=1
techcrunch.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	data transparency	-	https://techcrunch.com/2023/05/11/eu-ai-act-mep-committee-votes?guccounter=1
technologyreview.com	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	participation	-	https://technologyreview.com/2026/02/10/1132577/a-quitgpt-campaign-is-urging-people-to-cancel-chatgpt-subscriptions
technologyreview.com	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	name	-	https://technologyreview.com/2022/09/16/1059598/this-artist-is-dominating-ai-generated-art-and-hes-not-happy-about-it
technologyreview.com	Bing Rewards for the AI Age Archive	goods	-	https://technologyreview.com/2018/06/27/141776/lets-make-private-data-into-a-public-good
technologyreview.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	art	-	https://technologyreview.com/2023/10/23/1082189/data-poisoning-artists-fight-generative-ai
technologyreview.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	"AI crawler wars threaten to make the web more closed for everyone"	-	https://technologyreview.com/2025/02/11/1111518/ai-crawler-wars-closed-web
technologyreview.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	bloviator.	-	https://technologyreview.com/2020/08/22/1007539/gpt3-openai-language-generator-artificial-intelligence-ai-opinion
technologyreview.com	Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power Archive	distressing	-	https://technologyreview.com/2020/08/07/1006132/software-algorithms-proctoring-online-tests-ai-ethics
technologyreview.com	The Paradox of Reuse, Language Models Edition Archive	raised	-	https://technologyreview.com/2022/03/29/1048439/chatbots-replace-search-engine-terrible-idea
technologyreview.com	Tipping Points for Content Ecosystems Archive	concentrated	-	https://technologyreview.com/2024/12/18/1108796/this-is-where-the-data-to-build-ai-comes-from
techtarget.com	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	opinions	-	https://techtarget.com/searchsoftwarequality/news/252528379/ChatGPT-writes-code-but-wont-replace-developers
techtarget.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	data dignity	-	https://techtarget.com/searchenterpriseai/definition/data-dignity
telegraph.co.uk	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	property land grab	-	https://telegraph.co.uk/business/2023/08/21/internets-original-sin-ai-nightmare
the-independent.com	Algorithmic Collective Action With Two Collectives [crosspost] Archive	empirical examples	-	https://the-independent.com/arts-entertainment/music/news/taylor-swift-fearless-fans-b1829051.html
theatlantic.com	The Paradox of Reuse, Language Models Edition Archive	article	-	https://theatlantic.com/newsletters/archive/2022/12/why-the-rise-of-ai-is-the-most-important-story-of-the-year/672308
theguardian.com	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	followed suit	-	https://theguardian.com/technology/2023/aug/25/new-york-times-cnn-and-abc-block-openais-gptbot-web-crawler-from-scraping-content
theguardian.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	The Guardian	-	https://theguardian.com/technology/2020/sep/18/wikipedia-edits-have-massive-impact-on-tourism-say-economists
theguardian.com	Bing Rewards for the AI Age Archive	nationalized search engine	-	https://theguardian.com/commentisfree/2017/aug/30/nationalise-google-facebook-amazon-data-monopoly-platform-public-interest
theguardian.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	op-eds	-	https://theguardian.com/commentisfree/2020/sep/08/robot-wrote-this-article-gpt-3
theguardian.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	theft	-	https://theguardian.com/commentisfree/2025/sep/10/tech-companies-are-stealing-our-books-music-and-films-for-ai-its-brazen-theft-and-must-be-stopped
theguardian.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	The Guardian	-	https://theguardian.com/media/2026/jan/12/publishers-fear-ai-search-summaries-and-chatbots-mean-end-of-traffic-era
themultiplicity.ai	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	themultiplicity.ai	HTTP Link	https://themultiplicity.ai/
theodi.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	data trusts	-	https://theodi.org/insights/projects/defining-a-data-trust
theregister.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	slop PRs	-	https://theregister.com/2026/02/03/github_kill_switch_pull_requests_ai
theverge.com	[microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives? Archive	article	Repeated URL	https://theverge.com/2024/9/25/24254042/mark-zuckerberg-creators-value-ai-meta
theverge.com	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	stated	Repeated In ArticleRepeated URL	https://theverge.com/2023/8/21/23840705/new-york-times-openai-web-crawler-ai-gpt
theverge.com	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	updating robots.txt	Repeated In ArticleRepeated URL	https://theverge.com/2023/8/21/23840705/new-york-times-openai-web-crawler-ai-gpt
theverge.com	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	lawsuit	-	https://theverge.com/2022/11/8/23446821/microsoft-openai-github-copilot-class-action-lawsuit-ai-copyright-violation-training-data
theverge.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	ruling	-	https://theverge.com/news/610721/thomson-reuters-ross-intelligence-ai-copyright-infringement
theverge.com	Data Leverage Recap: December 2022 - April 2023 Archive	stance	-	https://theverge.com/2023/3/15/23640180/openai-gpt-4-launch-closed-research-ilya-sutskever-interview
theverge.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	astonishing	-	https://theverge.com/21346343/gpt-3-explainer-openai-examples-errors-agi-potential
theverge.com	Is Zuckerberg right to say that your specific creative work has no value to AI? Archive	interview	Repeated URL	https://theverge.com/2024/9/25/24254042/mark-zuckerberg-creators-value-ai-meta
theverge.com	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	everybody is doing it	-	https://theverge.com/2025/1/14/24343692/meta-lawsuit-copyright-lawsuit-llama-libgen
theverge.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	legal	-	https://theverge.com/23444685/generative-ai-copyright-infringement-legal-fair-use-training-data
theverge.com	The Coding Agent Data Deal Archive	providers	-	https://theverge.com/2024/5/22/24162782/openai-licensing-deal-wall-street-journal-news-corp
theverge.com	The Paradox of Reuse, Language Models Edition Archive	pay artists	-	https://theverge.com/2022/10/25/23422359/shutterstock-ai-generated-art-openai-dall-e-partnership-contributors-fund-reimbursement
theverge.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	legal	-	https://theverge.com/2023/1/16/23557098/generative-ai-art-copyright-legal-lawsuit-stable-diffusion-midjourney-deviantart
theverge.com	Tipping Points for Content Ecosystems Archive	coverage	-	https://theverge.com/2024/10/16/24268209/anthropic-ai-dario-amodei-agi-funding-blog
time.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://time.com/7289692/when-ai-replaces-workers	Bare URL LabelRepeated In ArticleRepeated URL	https://time.com/7289692/when-ai-replaces-workers
time.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	What Happens When AI Replaces Workers?	Repeated In ArticleRepeated URL	https://time.com/7289692/when-ai-replaces-workers
time.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	https://time.com/7290751/ai-future-of-work-essay	Bare URL LabelRepeated In ArticleRepeated URL	https://time.com/7290751/ai-future-of-work-essay
time.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	published	Repeated In ArticleRepeated URL	https://time.com/7290751/ai-future-of-work-essay
tn.boell.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	commons governance problems	-	https://tn.boell.org/en/2023/04/19/5-elinor-ostrom-et-les-huit-principes-de-gestion-des-communs
towardsdatascience.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	BookCorpus	-	https://towardsdatascience.com/dirty-secrets-of-bookcorpus-a-key-dataset-in-machine-learning-6ee2927e8650
twitter.com	"Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces Archive	people	-	https://twitter.com/d3mondev/status/1814068102897787165
twitter.com	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	Spawning	-	https://twitter.com/spawning_/status/1603126330261897217
twitter.com	Bing Rewards for the AI Age Archive	costs of ChatGPT	-	https://twitter.com/sama/status/1599671496636780546
twitter.com	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Archive	tweet	-	https://twitter.com/elonmusk/status/1599291104687374338
twitter.com	Data Leverage Recap: December 2022 - April 2023 Archive	evidence	-	https://twitter.com/DominikGutt/status/1636732846948663298?s=20
twitter.com	Data Leverage Recap: December 2022 - April 2023 Archive	point	-	https://twitter.com/peternixey/status/1640002493630369792?s=20
twitter.com	Data Leverage Recap: December 2022 - April 2023 Archive	discussions	-	https://twitter.com/random_walker/status/1648322180558606338?s=20
twitter.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Archive	code	-	https://twitter.com/mattshumer_/status/1287125015528341506
twitter.com	The Paradox of Reuse, Language Models Edition Archive	underlying training data	-	https://twitter.com/nickmvincent/status/1598478685019189248
twitter.com	The Paradox of Reuse, Language Models Edition Archive	claims	-	https://twitter.com/sytelus/status/1598164765385555976
twitter.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	tweet	-	https://twitter.com/katiekilkenny7/status/1653811340107194368
unsplash.com	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	David Smooke	Tracking Query	https://unsplash.com/@smooke
unsplash.com	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	Unsplash	Tracking Query	https://unsplash.com/photos/En_wELYYhD4
unsplash.com	Attestation across the AI Supply Chain Archive	Unsplash	Repeated URL	https://unsplash.com/
unsplash.com	Attestation across the AI Supply Chain Archive	Solen Feyissa	-	https://unsplash.com/@solenfeyissa
unsplash.com	Bing Rewards for the AI Age Archive	Victor from Unsplash	-	https://unsplash.com/photos/c53HvA-blYQ
unsplash.com	Data Leverage Recap: December 2022 - April 2023 Archive	Unsplash contributor Photoholgic	-	https://unsplash.com/photos/RGvwatYi0-Q
unsplash.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	Unsplash	Repeated URL	https://unsplash.com/
unsplash.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	Kelly Sikkema	-	https://unsplash.com/@kellysikkema
unsplash.com	Is Zuckerberg right to say that your specific creative work has no value to AI? Archive	Unsplash	Repeated URL	https://unsplash.com/
unsplash.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	Unsplash	Repeated URL	https://unsplash.com/
unsplash.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	USgGS	-	https://unsplash.com/@usgs
unsplash.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	Unsplash	Repeated URL	https://unsplash.com/
unsplash.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	Myke Simon	-	https://unsplash.com/@myke_simon
unsplash.com	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Archive	Unsplash	Repeated URL	https://unsplash.com/
unsplash.com	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Archive	Hans	-	https://unsplash.com/@hansphoto
unsplash.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Archive	unsplash	-	https://unsplash.com/photos/lEBDlbXLEgs
upload.wikimedia.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	version	-	https://upload.wikimedia.org/wikipedia/commons/1/19/ICWSM15_Wikimedia_Talk.pdf
usenix.org	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Archive	training data extraction	-	https://usenix.org/conference/usenixsecurity21/presentation/carlini-extracting
users.ssc.wisc.edu	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	collective action	-	https://users.ssc.wisc.edu/~oliver/PROTESTS/ArticleCopies/OliverMarwellCritMassI.pdf
vanityfair.com	[microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives? Archive	article	-	https://vanityfair.com/news/story/meta-ai-lawsuit
virginia-eubanks.com	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Archive	variety	-	https://virginia-eubanks.com/automating-inequality
vmst.io	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Archive	begun	-	https://vmst.io/@selzero/109512557990367884
vox.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Archive	automation	-	https://vox.com/future-perfect/23787024/power-progress-book-ai-history-future-economy-daron-acemoglu-simon-johnson
washingtonpost.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	Washington Post	-	https://washingtonpost.com/technology/2025/02/25/chegg-google-ai-lawsuit
washingtonpost.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	Washington Post	-	https://washingtonpost.com/technology/2025/08/08/wikipedia-ai-generated-mistakes-editors
washingtonpost.com	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	WaPo	-	https://washingtonpost.com/opinions/2026/06/03/bernie-sanders-wants-government-stake-ai-companies
weval.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	WeVal	Repeated In ArticleRepeated URL	https://weval.org/
weval.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	WeVal	Repeated In ArticleRepeated URL	https://weval.org/
wga.org	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Archive	asks	-	https://wga.org/uploadedfiles/members/member_info/contract-2023/WGA_proposals.pdf
whitehouse.gov	Attestation across the AI Supply Chain Archive	public procurement guidance	-	https://whitehouse.gov/wp-content/uploads/2024/03/M-24-10-Advancing-Governance-Innovation-and-Risk-Management-for-Agency-Use-of-Artificial-Intelligence.pdf
wikimediafoundation.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	Wikimedia Enterprise	Repeated In ArticleRepeated URL	https://wikimediafoundation.org/news/2021/10/25/wikimedia-foundation-launches-wikimedia-enterprise-the-new-opt-in-product-for-companies-and-organizations-to-easily-reuse-content-from-wikipedia-and-wikimedia-projects
wikimediafoundation.org	An AI Dividends Plan that Combines Capabilities Assessment and Data Attribution: Without Taxing Compute or Requiring State Ownership Public drafts	Wikimedia Enterprise	Repeated In ArticleRepeated URL	https://wikimediafoundation.org/news/2021/10/25/wikimedia-foundation-launches-wikimedia-enterprise-the-new-opt-in-product-for-companies-and-organizations-to-easily-reuse-content-from-wikipedia-and-wikimedia-projects
wikipedia.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	www.wikipedia.org	HTTP Link	https://wikipedia.org/
wired.com	Live by the free-content-for-training sword, die by the free-content-for-training sword Archive	policy	-	https://wired.com/story/deepseek-ai-china-privacy-data
wsj.com	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	internal	-	https://wsj.com/tech/ai/openai-ceo-altman-defends-pentagon-work-to-staff-calls-backlash-really-painful-76d769ec
wsj.com	Bing Rewards for the AI Age Archive	decided	-	https://wsj.com/articles/microsoft-puts-caps-on-new-bing-usage-after-ai-chatbot-offered-unhinged-responses-39c3252f
wsj.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	here	-	https://wsj.com/articles/ai-chatgpt-dall-e-microsoft-rutkowski-github-artificial-intelligence-11675466857?mod=article_inline
wsj.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	coverage	-	https://wsj.com/articles/chatgpt-ai-artificial-intelligence-openai-personal-writing-5328339a
wsj.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Archive	reported	-	https://wsj.com/articles/europe-to-chatgpt-disclose-your-sources-863ef330
x.com	[microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives? Archive	tweet	-	https://x.com/AndrewCurran_/status/1914045840265789540
x.com	[microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives? Archive	tweet	-	https://x.com/giffmana/status/1914245144422776906
x.com	AI is driving the cost of polish down; some musings on fancy versus terse artifacts Archive	tweet	-	https://x.com/alexolegimas/status/2037173080741523742?s=20
x.com	AI Labs Should Open Source Data Protection Technologies Archive	responded	-	https://x.com/kevinroose/status/1884488496649494810
x.com	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Archive	tweet	-	https://x.com/IvanVendrov/status/1988134758199578993?s=20
x.com	April 2026 small points Archive	https://x.com/nickmvincent/status/2048833224047296622	Bare URL Label	https://x.com/nickmvincent/status/2048833224047296622
x.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	Tweet	-	https://x.com/bauerkahan/status/1887661766240514334
x.com	Content Ecosystems and AI, some links highlights from February 2025 Archive	Tweet	-	https://x.com/kepano/status/1889362224965366214
x.com	How collective bargaining for information, public AI, and HCI research all fit together Archive	Tweet	-	https://x.com/iamtrask/status/1971197830258950236
x.com	N-gram search as posterior updating for data attribution Public drafts	on Twitter	-	https://x.com/nickmvincent/status/2058242437949333584
x.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	figures	-	https://x.com/BernieSanders/status/1930613586331635830
x.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	tweet	-	https://x.com/DavidDuvenaud/status/1928682244052496446
x.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	tweet	-	https://x.com/bcmerchant/status/1929654074875826315
x.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	summary	-	https://x.com/luke_drago_/status/1915376929542111353
x.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	tweet	-	https://x.com/Hesamation/status/2011251156467794250?s=20
x.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	tweet	-	https://x.com/alexolegimas/status/2011432956984996294
x.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	contention	-	https://x.com/tszzl/status/2011506847036162177
x.com	Which datasets should we assume are "in all the AI models"? Archive	expressed interest	-	https://x.com/JeffDean/status/1732461004901282238
x.com	Which datasets should we assume are "in all the AI models"? Archive	discussion	-	https://x.com/JesseDodge/status/1732444597593203111?s=20
yalelawjournal.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	A Relational Theory of Data Governance	-	https://yalelawjournal.org/feature/a-relational-theory-of-data-governance
yalelawjournal.org	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	A Relational Theory of Data Governance	-	https://yalelawjournal.org/pdf/131.2_Viljoen_1n12myx5.pdf
ybrikman.com	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Archive	blog post	-	https://ybrikman.com/blog/2026/01/21/gen-ai-snake-eating-its-own-tail
youtube.com	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Archive	coverage	-	https://youtube.com/watch?v=Zj35mEtwUvY
youtube.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Archive	podcast	-	https://youtube.com/watch?v=nG_jGZuRBxs
youtube.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Archive	“AI’s original sin”	-	https://youtube.com/watch?v=CJWPezMVNdQ

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