Link Index

840 links across 295 domains.

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Domain	Article	Text	URL
404media.co	AI Labs Should Open Source Data Protection Technologies Long Posts	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 Long Posts	hazards	https://a/
aaai.org	The Paradox of Reuse, Language Models Edition Long Posts	paper	https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/viewFile/15623/14799
academic.oup.com	Tipping Points for Content Ecosystems Long Posts	seemingly begun	https://academic.oup.com/pnasnexus/article/3/9/pgae400/7754871
academic.oup.com	Tipping Points for Content Ecosystems Long Posts	see work on the topic here	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 Long Posts	Algorithmic Collective Action	https://acaworkshop.github.io/
aclanthology.org	Attestation across the AI Supply Chain Long Posts	Deng et al. on training/evaluation overlap via benchmark contamination	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) Long Posts	paper	https://aclanthology.org/2021.acl-short.24.pdf
aclanthology.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	benchmark contamination	https://aclanthology.org/2024.naacl-long.482
adityakaran.me	Algorithmic Collective Action With Two Collectives [crosspost] Long Posts	Aditya Karan	https://adityakaran.me/
aeaweb.org	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Long Posts	insight	https://aeaweb.org/articles?id=10.1257%2Fpandp.20181003
aeaweb.org	AI Technologies are System Maps, and You are a Cartographer Long Posts	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 Long Posts	data as labor	https://aeaweb.org/articles?id=10.1257%2Fpandp.20181003
aeaweb.org	Attestation across the AI Supply Chain Long Posts	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 Long Posts	work	https://aeaweb.org/articles?id=10.1257%2Fpandp.20251045
aeaweb.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	data as labor	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. Long Posts	Humanity’s Last Exam	https://agi.safe.ai/
ai.facebook.com	Data Leverage Recap: December 2022 - April 2023 Long Posts	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 Long Posts	Google Gemini	https://ai.google.dev/gemini-api/terms
ai.se	Public AI, Data Appraisal, and Data Debates Long Posts	AI Sweden	https://ai.se/en
ainowinstitute.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	https://ainowinstitute.org/2025-landscape	https://ainowinstitute.org/2025-landscape
ainowinstitute.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	report	https://ainowinstitute.org/publications/research/ai-now-2025-landscape-report
aisi.gov.uk	Attestation across the AI Supply Chain Long Posts	AI Security Institute	https://aisi.gov.uk/
aisi.gov.uk	Public AI, Data Appraisal, and Data Debates Long Posts	UK AISI	https://aisi.gov.uk/
aisingapore.org	Public AI, Data Appraisal, and Data Debates Long Posts	AI Singapore	https://aisingapore.org/
aitopics.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	evaluation crisis	https://aitopics.org/doc/news%3A87AE91F4
allenai.org	Attestation across the AI Supply Chain Long Posts	AI2	https://allenai.org/olmo
allenai.org	Live by the free-content-for-training sword, die by the free-content-for-training sword Long Posts	OLMo2	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" Long Posts	OlmoTrace	https://allenai.org/blog/olmotrace
allenai.org	Which datasets should we assume are "in all the AI models"? Long Posts	Dolma	https://allenai.org/dolma
annualreviews.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Long Posts	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 Long Posts	work	https://anthropic.com/index/influence-functions
anthropic.com	Is Zuckerberg right to say that your specific creative work has no value to AI? Long Posts	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 Long Posts	Anthropic	https://anthropic.com/legal/consumer-terms
anthropic.com	The Coding Agent Data Deal Long Posts	Privacy Policy	https://anthropic.com/legal/privacy
anthropic.com	The Coding Agent Data Deal Long Posts	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? Long Posts	work	https://anthropic.com/index/influence-functions
anthropic.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Long Posts	exactly that.	https://anthropic.com/index/influence-functions
apnews.com	Attestation across the AI Supply Chain Long Posts	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 Long Posts	demands	https://apnews.com/article/wga-writers-strike-demands-d403f5b4666f20e2ce3e379bcaef5f2a
apolloresearch.ai	Attestation across the AI Supply Chain Long Posts	Apollo Research	https://apolloresearch.ai/
apolloresearch.ai	Attestation across the AI Supply Chain Long Posts	Apollo	https://apolloresearch.ai/
arch.library.northwestern.edu	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	[2022 Dissertation	https://arch.library.northwestern.edu/concern/generic_works/jq085k38d?locale=en
arch.library.northwestern.edu	Plural AI Data Alignment Long Posts	dissertation	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 Long Posts	protest	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 Long Posts	protest	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 Long Posts	otherwise	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? Long Posts	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? Long Posts	[link	https://arxiv.org/abs/2110.14049
arxiv.org	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Long Posts	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 Long Posts	InstructGPT	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 Long Posts	When AI Benchmarks Plateau: A Systematic Study of Benchmark Saturation	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 Long Posts	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 Long Posts	watermarking	https://arxiv.org/abs/2301.10226
arxiv.org	Algorithmic Collective Action With Two Collectives [crosspost] Long Posts	prior theoretical work	https://arxiv.org/abs/2410.12633
arxiv.org	Algorithmic Collective Action With Two Collectives [crosspost] Long Posts	paper	https://arxiv.org/abs/2505.00195
arxiv.org	Algorithmic Collective Action With Two Collectives [crosspost] Long Posts	paper	https://arxiv.org/abs/2505.00195
arxiv.org	Algorithmic Collective Action With Two Collectives [crosspost] Long Posts	here	https://arxiv.org/abs/2505.00195
arxiv.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Long Posts	leverage	https://arxiv.org/abs/2012.09995
arxiv.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Long Posts	[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". Long Posts	[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". Long Posts	[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". Long Posts	Collective Bargaining for Information	https://arxiv.org/abs/2506.10272
arxiv.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Long Posts	see this ICML workshop paper	https://arxiv.org/abs/2507.09296
arxiv.org	Attestation across the AI Supply Chain Long Posts	datasheets	https://arxiv.org/abs/1803.09010
arxiv.org	Attestation across the AI Supply Chain Long Posts	data counterfactual estimation method	https://arxiv.org/abs/1904.02868
arxiv.org	Attestation across the AI Supply Chain Long Posts	"everything in the whole wide world benchmarking"	https://arxiv.org/abs/2111.15366
arxiv.org	Attestation across the AI Supply Chain Long Posts	Liang et al. on holistic evaluation and coverage gaps	https://arxiv.org/abs/2211.09110
arxiv.org	Attestation across the AI Supply Chain Long Posts	work	https://arxiv.org/abs/2504.06219
arxiv.org	Bing Rewards for the AI Age Long Posts	data dividend	https://arxiv.org/abs/1912.00757
arxiv.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Long Posts	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) Long Posts	InstructGPT paper	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) Long Posts	paper	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! Long Posts	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 Long Posts	GPT-3	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 Long Posts	data leverage	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 Long Posts	data leverage	https://arxiv.org/abs/2012.09995
arxiv.org	Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking Long Posts	leverage	https://arxiv.org/abs/2012.09995
arxiv.org	Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking Long Posts	attentional agency	https://arxiv.org/abs/2405.14614
arxiv.org	Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power Long Posts	paper	https://arxiv.org/abs/2012.09995
arxiv.org	Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power Long Posts	paper	https://arxiv.org/pdf/2305.13238
arxiv.org	Google and TikTok rank bundles of information; ChatGPT ranks grains. Long Posts	related	https://arxiv.org/abs/2107.10939
arxiv.org	Google and TikTok rank bundles of information; ChatGPT ranks grains. Long Posts	preprint	https://arxiv.org/abs/2405.14614
arxiv.org	Google and TikTok rank bundles of information; ChatGPT ranks grains. Long Posts	paper	https://arxiv.org/abs/2405.14614
arxiv.org	Google and TikTok rank bundles of information; ChatGPT ranks grains. Long Posts	ideas	https://arxiv.org/abs/2406.18682
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	arxiv	https://arxiv.org/abs/2012.09995
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	FAccT 2025: [arxiv	https://arxiv.org/abs/2405.14614
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	studying	https://arxiv.org/abs/2409.19104
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	AIES 2025: [arxiv	https://arxiv.org/abs/2409.19104
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	AIES 2025: [arxiv	https://arxiv.org/abs/2409.19104
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	arxiv	https://arxiv.org/abs/2505.00195
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	knowledge gaps	https://arxiv.org/abs/2505.24195
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	2025 NeurIPS position paper: [arxiv	https://arxiv.org/abs/2506.10272
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	CodeML @ ICML paper: [arxiv	https://arxiv.org/abs/2507.09296
arxiv.org	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	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. Long Posts	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. Long Posts	effort	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. Long Posts	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. Long Posts	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. Long Posts	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. Long Posts	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. Long Posts	work	https://arxiv.org/abs/2506.15553
arxiv.org	Is Zuckerberg right to say that your specific creative work has no value to AI? Long Posts	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? Long Posts	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 Long Posts	technical report	https://arxiv.org/abs/2501.12948
arxiv.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	paper	https://arxiv.org/abs/2501.16946
arxiv.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	https://arxiv.org/abs/2501.16946	https://arxiv.org/abs/2501.16946
arxiv.org	Plural AI Data Alignment Long Posts	arguments	https://arxiv.org/abs/2109.13916
arxiv.org	Public AI, Data Appraisal, and Data Debates Long Posts	Shapley	https://arxiv.org/abs/2110.14049
arxiv.org	Public AI, Data Appraisal, and Data Debates Long Posts	ablation	https://arxiv.org/abs/2402.00159
arxiv.org	Public AI, Data Appraisal, and Data Debates Long Posts	data	https://arxiv.org/abs/2402.07827
arxiv.org	Public AI, Data Appraisal, and Data Debates Long Posts	influence	https://arxiv.org/abs/2405.13954
arxiv.org	Public AI, Data Appraisal, and Data Debates Long Posts	consent	https://arxiv.org/abs/2407.14933
arxiv.org	Public AI, Data Appraisal, and Data Debates Long Posts	research	https://arxiv.org/abs/2410.15661
arxiv.org	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Long Posts	sources	https://arxiv.org/abs/2010.12282
arxiv.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	construct validity	https://arxiv.org/abs/2111.15366
arxiv.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	early	https://arxiv.org/abs/2203.15827
arxiv.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	some	https://arxiv.org/abs/2305.10429
arxiv.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	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 Long Posts	providing	https://arxiv.org/html/2402.11537v3
arxiv.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	work	https://arxiv.org/html/2406.11794v1
arxiv.org	The Coding Agent Data Deal Long Posts	work	https://arxiv.org/abs/2004.04906
arxiv.org	The Coding Agent Data Deal Long Posts	RAG	https://arxiv.org/abs/2005.11401
arxiv.org	The Coding Agent Data Deal Long Posts	versions	https://arxiv.org/abs/2005.14165
arxiv.org	The Coding Agent Data Deal Long Posts	tool	https://arxiv.org/abs/2112.09332
arxiv.org	The Coding Agent Data Deal Long Posts	calling	https://arxiv.org/abs/2210.03629
arxiv.org	The Coding Agent Data Deal Long Posts	RAG-bench	https://arxiv.org/abs/2306.03091
arxiv.org	The Coding Agent Data Deal Long Posts	SWE-bench	https://arxiv.org/abs/2310.06770
arxiv.org	The Coding Agent Data Deal Long Posts	SWE-agent	https://arxiv.org/abs/2405.15793
arxiv.org	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Long Posts	arXiv	https://arxiv.org/abs/2305.00118
arxiv.org	Tipping Points for Content Ecosystems Long Posts	preference data	https://arxiv.org/abs/2305.18290
arxiv.org	Tipping Points for Content Ecosystems Long Posts	Phi 1.5	https://arxiv.org/abs/2309.05463
arxiv.org	Tipping Points for Content Ecosystems Long Posts	dispossession	https://arxiv.org/abs/2403.13073
arxiv.org	Tipping Points for Content Ecosystems Long Posts	likewise	https://arxiv.org/abs/2403.13812
arxiv.org	Tipping Points for Content Ecosystems Long Posts	begun	https://arxiv.org/abs/2410.08044
arxiv.org	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Long Posts	research	https://arxiv.org/abs/2304.03442
arxiv.org	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Long Posts	criticized	https://arxiv.org/abs/2401.08572
arxiv.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Long Posts	research	https://arxiv.org/abs/2305.00118
arxiv.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Long Posts	concept erasure	https://arxiv.org/abs/2306.03819
arxiv.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Long Posts	SILO	https://arxiv.org/abs/2308.04430
arxiv.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Long Posts	Liu et al	https://arxiv.org/abs/2308.05374
assets.mofoprod.net	Public AI, Data Appraisal, and Data Debates Long Posts	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". Long Posts	WIP	https://atproto.wiki/en/wiki/reference/core-architecture/pds
attest.org	Attestation across the AI Supply Chain Long Posts	Attest	https://attest.org/
authorsguild.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	it	https://authorsguild.org/news/meta-libgen-ai-training-book-heist-what-authors-need-to-know
averi.org	Attestation across the AI Supply Chain Long Posts	Frontier AI Auditing	https://averi.org/ourwork/frontier-ai-auditing
averi.org	Attestation across the AI Supply Chain Long Posts	ecosystem	https://averi.org/ourwork/frontier-ai-auditing
averi.org	Attestation across the AI Supply Chain Long Posts	auditing	https://averi.org/ourwork/frontier-ai-auditing
averi.org	Attestation across the AI Supply Chain Long Posts	Brundage et al. on frontier AI auditing	https://averi.org/ourwork/frontier-ai-auditing
averi.org	Attestation across the AI Supply Chain Long Posts	Frontier AI auditing	https://averi.org/ourwork/frontier-ai-auditing
aws.amazon.com	Attestation across the AI Supply Chain Long Posts	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 Long Posts	Axios	https://axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropic
axios.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	https://www.axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropic	https://axios.com/2025/05/28/ai-jobs-white-collar-unemployment-anthropic
azure.microsoft.com	Bing Rewards for the AI Age Long Posts	credits	https://azure.microsoft.com/en-us/pricing/member-offers/credit-for-visual-studio-subscribers
bcassessment.ca	Public AI, Data Appraisal, and Data Debates Long Posts	BC Assessment	https://bcassessment.ca/
berggruen.org	Bing Rewards for the AI Age Long Posts	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) Long Posts	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 Long Posts	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 Long Posts	BigCode	https://bigcode-project.org/docs/about/the-stack
bit.ly	Public AI, Data Appraisal, and Data Debates Long Posts	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 Long Posts	https://blog.datadividendproject.com/data-strikes/	https://blog.datadividendproject.com/data-strikes
blog.samaltman.com	Tipping Points for Content Ecosystems Long Posts	three observations	https://blog.samaltman.com/three-observations
blogs.gwu.edu	Public AI, Data Appraisal, and Data Debates Long Posts	legality	https://blogs.gwu.edu/law-eti/ai-litigation-database
bloodinthemachine.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	essay	https://bloodinthemachine.com/p/the-ai-jobs-apocalypse-is-for-the
bloodinthemachine.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	https://www.bloodinthemachine.com/p/the-ai-jobs-apocalypse-is-for-the	https://bloodinthemachine.com/p/the-ai-jobs-apocalypse-is-for-the
bloomberg.com	AI Labs Should Open Source Data Protection Technologies Long Posts	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 Long Posts	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 Long Posts	conscious data contribution	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 Long Posts	funnel your data labor	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 Long Posts	restaurants reviews	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 Long Posts	restaurant review platforms	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" Long Posts	study	https://brenthecht.com/publications/icwsm17_googlewikipedia.pdf
brenthecht.com	Tipping Points for Content Ecosystems Long Posts	classic	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 Long Posts	“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 Long Posts	Barcelona Supercomputing Center	https://bsc.es/
bsky.app	AI Labs Should Open Source Data Protection Technologies Long Posts	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? Long Posts	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 Long Posts	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 Long Posts	post-training	https://businessinsider.com/anthropic-surge-ai-leaked-list-sites-2025-7
businessinsider.com	Bing Rewards for the AI Age Long Posts	way	https://businessinsider.com/microsoft-limits-bing-chat-exchanges-and-conversation-lengths-2023-2
businessinsider.com	Bing Rewards for the AI Age Long Posts	issues	https://businessinsider.com/microsoft-limits-bing-chat-exchanges-and-conversation-lengths-2023-2
businessinsider.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Long Posts	Business Insider	https://businessinsider.com/openais-latest-chatgpt-version-hides-training-on-copyrighted-material-2023-8
c2pa.org	Attestation across the AI Supply Chain Long Posts	C2PA	https://c2pa.org/
cacm.acm.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	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 Long Posts	model	https://carper.ai/diff-models-a-new-way-to-edit-code
casmi.northwestern.edu	Plural AI Data Alignment Long Posts	efforts	https://casmi.northwestern.edu/news/articles/2023/defining-safety-in-artificial-intelligence.html
cb4i.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Long Posts	CBI	https://cb4i.org/
cbc.ca	Is Zuckerberg right to say that your specific creative work has no value to AI? Long Posts	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 Long Posts	Addressing the U.S. Labor Market Impacts of Advanced AI	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 Long Posts	https://cdn.governance.ai/RFI_Labor_Impacts_March-2025_Sam_Manning.pdf	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) Long Posts	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 Long Posts	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 Long Posts	oa-chat	https://chat.openanonymity.ai/
chatgpt.com	Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data? Long Posts	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 Long Posts	documents	https://chatgptiseatingtheworld.com/2025/01/15/kadrey-refiles-motion-to-file-third-amended-consolidated-complaint-with-partially-unredacted-exhibits-per-judge-chhabrias-order
cifar.ca	Public AI, Data Appraisal, and Data Debates Long Posts	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". Long Posts	digital commons	https://cip.org/research/generative-ai-digital-commons
cip.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	here	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" Long Posts	coverage	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 Long Posts	https://citizensandtech.org/2020/08/collective-refusal/	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 Long Posts	Dashboard Act	https://clarip.com/blog/senate-dashboard-act
claude.ai	The Coding Agent Data Deal Long Posts	Data Privacy Controls page	https://claude.ai/settings/data-privacy-controls
cloudflare.com	Attestation across the AI Supply Chain Long Posts	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 Long Posts	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 Long Posts	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 Long Posts	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! Long Posts	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! Long Posts	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! Long Posts	sandboxing	https://code.claude.com/docs/en/sandboxing
code.claude.com	The Coding Agent Data Deal Long Posts	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) Long Posts	list of common domains	https://commoncrawl.github.io/cc-crawl-statistics/plots/domains
commoncrawl.org	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Long Posts	CommonCrawl Data	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) Long Posts	CommonCrawl	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) Long Posts	Common Crawl	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 Long Posts	Common Crawl	https://commoncrawl.org/
commoncrawl.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	Common Crawl	https://commoncrawl.org/
commons.wikimedia.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Long Posts	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". Long Posts	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 Long Posts	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 Long Posts	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. Long Posts	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. Long Posts	Wikimedia Commons.	https://commons.wikimedia.org/wiki/File:Operation_of_trains_and_station_work_and_telegraphy_(1914
commons.wikimedia.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	Wikimedia Commons.	https://commons.wikimedia.org/wiki/File:Sedan_Plowshare_Crater.jpg
commons.wikimedia.org	Public AI, Data Appraisal, and Data Debates Long Posts	[wikimedia commons	https://commons.wikimedia.org/wiki/File:Book_of_Royal_Gemstones_WDL2839.jpg
commons.wikimedia.org	Public AI, Data Appraisal, and Data Debates Long Posts	[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 Long Posts	[Wikimedia Commons	https://commons.wikimedia.org/wiki/Category:Patterns
commons.wikimedia.org	Which datasets should we assume are "in all the AI models"? Long Posts	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 Long Posts	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 Long Posts	confer.to	https://confer.to/
consensus.app	The Paradox of Reuse, Language Models Edition Long Posts	Consensus	https://consensus.app/search
creativecommons.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Long Posts	CC BY-SA 2.0	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" Long Posts	Creative Commons Licence	https://creativecommons.org/licenses/by-sa/2.0
creativecommons.org	Tipping Points for Content Ecosystems Long Posts	CC BY 2.0	https://creativecommons.org/licenses/by/2.0/deed.en
crfm.stanford.edu	Attestation across the AI Supply Chain Long Posts	Foundation Model Transparency Index	https://crfm.stanford.edu/fmti/December-2025/index.html
crowddynamicslab.github.io	Algorithmic Collective Action With Two Collectives [crosspost] Long Posts	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". Long Posts	Canada	https://crtc.gc.ca/eng/industr/info.htm
cs.cornell.edu	The Coding Agent Data Deal Long Posts	clickthrough data	https://cs.cornell.edu/~tj/publications/joachims_etal_05a.pdf
cs.stanford.edu	The Coding Agent Data Deal Long Posts	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 Long Posts	CSSS	https://csss.uw.edu/
darioamodei.com	Tipping Points for Content Ecosystems Long Posts	post	https://darioamodei.com/machines-of-loving-grace
data-workers.org	Attestation across the AI Supply Chain Long Posts	Data Workers' Inquiry	https://data-workers.org/
data-workers.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	Data Workers’ Inquiry	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" Long Posts	raw data	https://data.stackexchange.com/stackoverflow/query/1882534/questions-per-month
datadividendproject.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Long Posts	project	https://datadividendproject.com/
datadividends.org	"People First" Policy Ideas that Complement Each Other (through better data flow) Long Posts	data dividends	https://datadividends.org/
datadividends.org	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts) Long Posts	"data dividend"	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 Long Posts	data dividend	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 Long Posts	data dividend	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 Long Posts	report	https://datadividends.org/
datalabelers.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	Data Labelers Association	https://datalabelers.org/about
dataleverage.leaflet.pub	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	attestation-forward data strategy	https://dataleverage.leaflet.pub/3mizn5hsjg5vo
dataleverage.substack.com	"People First" Policy Ideas that Complement Each Other (through better data flow) Long Posts	longer	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? Long Posts	newsletter	https://dataleverage.substack.com/p/is-zuckerberg-right-to-say-that-your
dataleverage.substack.com	AI Labs Should Open Source Data Protection Technologies Long Posts	post	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". Long Posts	maps	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". Long Posts	post	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". Long Posts	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". Long Posts	Tipping Points for Content Ecosystems	https://dataleverage.substack.com/p/tipping-points-for-content-ecosystems
dataleverage.substack.com	April 2026 small points Meta Notes	https://dataleverage.substack.com/p/attestation-across-the-ai-supply	https://dataleverage.substack.com/p/attestation-across-the-ai-supply
dataleverage.substack.com	April 2026 small points Meta Notes	https://dataleverage.substack.com/p/measuring-relative-ai-alignment-in-terms-of-data-pipelines	https://dataleverage.substack.com/p/measuring-relative-ai-alignment-in-terms-of-data-pipelines
dataleverage.substack.com	Attestation across the AI Supply Chain Long Posts	"data rules"	https://dataleverage.substack.com/p/almost-everybody-including-both-data
dataleverage.substack.com	Attestation across the AI Supply Chain Long Posts	series	https://dataleverage.substack.com/p/evaluation-data-leverage-advances
dataleverage.substack.com	Attestation across the AI Supply Chain Long Posts	of	https://dataleverage.substack.com/p/how-do-we-know-our-ai-output-is-good
dataleverage.substack.com	Attestation across the AI Supply Chain Long Posts	earlier	https://dataleverage.substack.com/p/selling-agi-like-ag1-will-the-market
dataleverage.substack.com	Attestation across the AI Supply Chain Long Posts	"quasi-enclosure"	https://dataleverage.substack.com/p/the-paradox-of-reuse-in-2026-a-case
dataleverage.substack.com	Attestation across the AI Supply Chain Long Posts	"tipping points"	https://dataleverage.substack.com/p/tipping-points-for-content-ecosystems
dataleverage.substack.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Long Posts	alignment	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 Long Posts	Subscribe now	https://dataleverage.substack.com/subscribe
dataleverage.substack.com	Data Leverage Recap: December 2022 - April 2023 Long Posts	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage	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 Long Posts	AI Technologies are System Maps, and You are a Cartographer	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 Long Posts	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 Long Posts	ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)	https://dataleverage.substack.com/p/chatgpt-is-awesome-and-scary-you-deserve-credit
dataleverage.substack.com	Data Leverage Recap: December 2022 - April 2023 Long Posts	Plural AI Data Alignment	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 Long Posts	post	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 Long Posts	[substack	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 Long Posts	FAccT 2025: [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 Long Posts	[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 Long Posts	[substack	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 Long Posts	[substack	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 Long Posts	[substack	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 Long Posts	[substack	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 Long Posts	[longer substack	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 Long Posts	[substack	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 Long Posts	[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 Long Posts	[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 Long Posts	[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 Long Posts	[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 Long Posts	[substack	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 Long Posts	[substack	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 Long Posts	[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. Long Posts	post 2	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. Long Posts	Each Instance of "AI Utility" stems from some human act(s) of information recording and ranking	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. Long Posts	Eval Data Leverage post	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. Long Posts	post 1	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. Long Posts	Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data?	https://dataleverage.substack.com/p/selling-agi-like-ag1-will-the-market
dataleverage.substack.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	eval data leverage	https://dataleverage.substack.com/p/evaluation-data-leverage-advances
dataleverage.substack.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	Tipping Points	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 Long Posts	before	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 Long Posts	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 Long Posts	cartographic labor	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 Long Posts	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 Long Posts	here	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 Long Posts	clear data rules	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 Long Posts	post	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" Long Posts	https://dataleverage.substack.com/p/ai-technologies-are-system-maps-and-you-are-a-cartographer	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" Long Posts	post	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" Long Posts	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" Long Posts	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" Long Posts	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 Long Posts	map-making	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 Long Posts	guesses	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 Long Posts	posts	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? Long Posts	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? Long Posts	Subscribe now	https://dataleverage.substack.com/subscribe
datalevers.org	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Long Posts	only	https://datalevers.org/
datalevers.org	Bing Rewards for the AI Age Long Posts	data itself as a lever	https://datalevers.org/
datalevers.org	Data Leverage Recap: December 2022 - April 2023 Long Posts	datalevers.org	https://datalevers.org/
datalevers.org	Data Leverage Recap: December 2022 - April 2023 Long Posts	website	https://datalevers.org/
datalicenses.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Long Posts	here	https://datalicenses.org/
datalicenses.org	Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules". Long Posts	here	https://datalicenses.org/
datalicenses.org	Attestation across the AI Supply Chain Long Posts	Data licensing	https://datalicenses.org/
datalicenses.org	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	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". Long Posts	Data Provenance Initiative	https://dataprovenance.org/
dataprovenance.org	Attestation across the AI Supply Chain Long Posts	data provenance	https://dataprovenance.org/
dataprovenance.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	provenance	https://dataprovenance.org/
dataprovenance.org	Which datasets should we assume are "in all the AI models"? Long Posts	Data Provenance Initiative	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" Long Posts	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 Long Posts	page	https://developers.google.com/gemini-code-assist/resources/privacy-notices
developers.google.com	The Coding Agent Data Deal Long Posts	here	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? Long Posts	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" Long Posts	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 Long Posts	critiques	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 Long Posts	retort	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 Long Posts	post	https://digifesto.com/2018/12/06/data-isnt-labor-because-using-search-engines-is-really-easy
digital-strategy.ec.europa.eu	Attestation across the AI Supply Chain Long Posts	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 Long Posts	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 Long Posts	data strike	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 Long Posts	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 Long Posts	data strikes	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 Long Posts	data leverage	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 Long Posts	and	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 Long Posts	“data strikes”	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 Long Posts	“conscious data contribution”	https://dl.acm.org/doi/10.1145/3449177
dl.acm.org	AI Technologies are System Maps, and You are a Cartographer Long Posts	power	https://dl.acm.org/doi/10.1145/3442188.3445885
dl.acm.org	AI Technologies are System Maps, and You are a Cartographer Long Posts	power	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". Long Posts	[ACM DL	https://dl.acm.org/doi/10.1145/3531146.3534637
dl.acm.org	Bing Rewards for the AI Age Long Posts	key source	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 Long Posts	action	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 Long Posts	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) Long Posts	"data leverage"	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) Long Posts	paper	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 Long Posts	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 Long Posts	data strike	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 Long Posts	labour	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 Long Posts	2020 FAccT paper: [ACM DL	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. Long Posts	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 Long Posts	here	https://dl.acm.org/doi/10.1145/3593013.3594070
dl.acm.org	Plural AI Data Alignment Long Posts	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 Long Posts	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 Long Posts	data strike	https://dl.acm.org/doi/10.1145/3308558.3313742
dl.acm.org	Which datasets should we assume are "in all the AI models"? Long Posts	search engine results	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? Long Posts	research	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? Long Posts	data leverage power	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? Long Posts	data leverage power	https://dl.acm.org/doi/pdf/10.1145/3449177
docs.github.com	Bing Rewards for the AI Age Long Posts	access	https://docs.github.com/en/copilot/quickstart
docs.langchain.com	The Coding Agent Data Deal Long Posts	systems	https://docs.langchain.com/oss/python/langchain/retrieval
docs.openwebui.com	"Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces Long Posts	Open WebUI	https://docs.openwebui.com/
doi.org	Attestation across the AI Supply Chain Long Posts	Castro Fernandez on auditable data-sharing arrangements	https://doi.org/10.1145/3589317
doi.org	Bing Rewards for the AI Age Long Posts	Kittur et al	https://doi.org/10.1145/2441776.2441923
doi.org	Bing Rewards for the AI Age Long Posts	wages	https://doi.org/10.1145/3476060
doi.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	https://doi.org/10.1257/pandp.20251045	https://doi.org/10.1257/pandp.20251045
doi.org	Public AI, Data Appraisal, and Data Debates Long Posts	https://doi.org/10.5281/zenodo.13914560	https://doi.org/10.5281/zenodo.13914560
doi.org	Which datasets should we assume are "in all the AI models"? Long Posts	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? Long Posts	AG1	https://drinkag1.com/
duck.ai	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Long Posts	Duck.ai	https://duck.ai/
duckduckgo.com	Bing Rewards for the AI Age Long Posts	bangs	https://duckduckgo.com/bangs
eckhartarnold.de	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Long Posts	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 Long Posts	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 Long Posts	Simple Macroeconomics of AI	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 Long Posts	https://economics.mit.edu/sites/default/files/2024-04/The%20Simple%20Macroeconomics%20of%20AI.pdf	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 Long Posts	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 Long Posts	EleutherAI	https://eleuther.ai/
eleuther.ai	Which datasets should we assume are "in all the AI models"? Long Posts	EleutherAI	https://eleuther.ai/projects/training-large-language-models
en.m.wikipedia.org	Tipping Points for Content Ecosystems Long Posts	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 Long Posts	diff	https://en.wikipedia.org/wiki/Diff
en.wikipedia.org	AI Labs Should Open Source Data Protection Technologies Long Posts	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". Long Posts	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". Long Posts	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". Long Posts	open knowledge	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". Long Posts	open knowledge	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". Long Posts	history of statistical software	https://en.wikipedia.org/wiki/Rexer’s_Annual_Data_Miner_Survey
en.wikipedia.org	Bing Rewards for the AI Age Long Posts	carbon dividend	https://en.wikipedia.org/wiki/Carbon_fee_and_dividend
en.wikipedia.org	Bing Rewards for the AI Age Long Posts	MMOs	https://en.wikipedia.org/wiki/Eve_Online
en.wikipedia.org	Bing Rewards for the AI Age Long Posts	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 Long Posts	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 Long Posts	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) Long Posts	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 Long Posts	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 Long Posts	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 Long Posts	diffs	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 Long Posts	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 Long Posts	hoist	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 Long Posts	hoisted with its own petard	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 Long Posts	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 Long Posts	agent-based model	https://en.wikipedia.org/wiki/Agent-based_model
en.wikipedia.org	Public AI, Data Appraisal, and Data Debates Long Posts	platform	https://en.wikipedia.org/wiki/2023_Reddit_API_controversy
en.wikipedia.org	Public AI, Data Appraisal, and Data Debates Long Posts	Ahmad al-Tifashi	https://en.wikipedia.org/wiki/Ahmad_al-Tifashi
en.wikipedia.org	Public AI, Data Appraisal, and Data Debates Long Posts	summarizing	https://en.wikipedia.org/wiki/Arrow_information_paradox
en.wikipedia.org	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Long Posts	tragedy of the > commons	https://en.wikipedia.org/wiki/Tragedy_of_the_commons
en.wikipedia.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	article	https://en.wikipedia.org/wiki/BERT_(language_model
en.wikipedia.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	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" Long Posts	club goods	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" Long Posts	club goods	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" Long Posts	enclosure	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" Long Posts	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" Long Posts	tragedy of the commons	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 Long Posts	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 Long Posts	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 Long Posts	strikebreakers	https://en.wikipedia.org/wiki/Strikebreaker
en.wikipedia.org	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Long Posts	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 Long Posts	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 Long Posts	WGA	https://en.wikipedia.org/wiki/Writers_Guild_of_America
en.wikipedia.org	Tipping Points for Content Ecosystems Long Posts	1% rule	https://en.wikipedia.org/wiki/1%25_rule
en.wikipedia.org	Tipping Points for Content Ecosystems Long Posts	tipping points in natural ecosystems	https://en.wikipedia.org/wiki/Tipping_points_in_the_climate_system
en.wikipedia.org	Tipping Points for Content Ecosystems Long Posts	length	https://en.wikipedia.org/wiki/Wikipedia:Size_of_Wikipedia
en.wikipedia.org	Which datasets should we assume are "in all the AI models"? Long Posts	complementary events	https://en.wikipedia.org/wiki/Complementary_event
en.wikipedia.org	Which datasets should we assume are "in all the AI models"? Long Posts	instance	https://en.wikipedia.org/wiki/Complementary_event
en.wikipedia.org	Which datasets should we assume are "in all the AI models"? Long Posts	foundation	https://en.wikipedia.org/wiki/Foundation_model
en.wikipedia.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Long Posts	enclosure	https://en.wikipedia.org/wiki/Enclosure
en.wikipedia.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Long Posts	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? Long Posts	prosumers	https://en.wikipedia.org/wiki/Prosumer
euronews.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Long Posts	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 Long Posts	"Evaleval"	https://evalevalai.com/about
evalevalai.com	Attestation across the AI Supply Chain Long Posts	"Every Eval Ever"	https://evalevalai.com/projects/every-eval-ever
evalevalai.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	EvalEval Coalition	https://evalevalai.com/
exploringai.org	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	data napkin math	https://exploringai.org/
facctconference.org	Algorithmic Collective Action With Two Collectives [crosspost] Long Posts	FAccT	https://facctconference.org/
fair.work	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	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? Long Posts	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 Long Posts	can	https://floriantramer.com/publications/diffusion23
floriantramer.com	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Long Posts	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 Long Posts	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 Long Posts	op-ed	https://forbes.com/sites/benjaminwolff/2022/12/31/why-the-creative-economy-shouldnt-fear-generative-ai?sh=5dae644d1fd5
forum.effectivealtruism.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	https://forum.effectivealtruism.org/posts/xoX936hEvpxToeuLw	https://forum.effectivealtruism.org/posts/xoX936hEvpxToeuLw
forum.effectivealtruism.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	post	https://forum.effectivealtruism.org/posts/xoX936hEvpxToeuLw/estimating-the-substitutability-between-compute-and
ft.com	AI Labs Should Open Source Data Protection Technologies Long Posts	Financial Times	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". Long Posts	[The Financial Times	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". Long Posts	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" Long Posts	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" Long Posts	reuse	https://geograph.org.uk/reuse.php?id=382118
gist.github.com	Data Leverage Recap: December 2022 - April 2023 Long Posts	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". Long Posts	[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". Long Posts	proposal	https://github.com/creativecommons/cc-signals
github.com	Attestation across the AI Supply Chain Long Posts	evalstats	https://github.com/ianarawjo/evalstats
github.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Long Posts	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) Long Posts	open source effort	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) Long Posts	here	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) Long Posts	InstructGPT Model Card	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) Long Posts	model card	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) Long Posts	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! Long Posts	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! Long Posts	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 Long Posts	here	https://github.com/jcpeterson/openwebtext
github.com	Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power Long Posts	needed	https://github.com/nickmvincent/data_napkin_math
github.com	Google and TikTok rank bundles of information; ChatGPT ranks grains. Long Posts	Some Semi-Serious Naming Proposals to Improve AI Discourse	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 Long Posts	blogs	https://github.com/nickmvincent/blogs
github.com	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	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 Long Posts	synthetic data	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 Long Posts	GitHub [repo	https://github.com/nickmvincent/paidf_consultation
github.com	Tipping Points for Content Ecosystems Long Posts	enough	https://github.com/nickmvincent/data_napkin_math
github.com	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Long Posts	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"? Long Posts	NLP research papers	https://github.com/nickmvincent/UGCValueRoundup/blob/main/wikipedia.md
github.com	Which datasets should we assume are "in all the AI models"? Long Posts	)	https://github.com/nickmvincent/UGCValueRoundup/blob/main/wikipedia.md
google-gemini.github.io	The Coding Agent Data Deal Long Posts	documentation page	https://google-gemini.github.io/gemini-cli/docs/tos-privacy.html
gradual-disempowerment.ai	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	essay	https://gradual-disempowerment.ai/
gs.statcounter.com	Attestation across the AI Supply Chain Long Posts	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 Long Posts	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 Long Posts	workslop	https://hbr.org/2025/09/ai-generated-workslop-is-destroying-productivity
hbr.org	Is Zuckerberg right to say that your specific creative work has no value to AI? Long Posts	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 Long Posts	piece	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 Long Posts	https://hbr.org/2021/03/ai-should-augment-human-intelligence-not-replace-it	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". Long Posts	[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". Long Posts	value	https://hbs.edu/ris/Publication%20Files/24-038_51f8444f-502c-4139-8bf2-56eb4b65c58a.pdf
help.openai.com	The Coding Agent Data Deal Long Posts	here	https://help.openai.com/en/articles/11369540-using-codex-with-your-chatgpt-plan
help.openai.com	The Coding Agent Data Deal Long Posts	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 Long Posts	instrumental	https://history.com/news/strikes-labor-movement
historytoday.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Long Posts	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 Long Posts	Mary Gray and Siddharth Suri’s Ghost Work	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 Long Posts	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! Long Posts	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 Long Posts	weights	https://huggingface.co/deepseek-ai/DeepSeek-R1
huggingface.co	Which datasets should we assume are "in all the AI models"? Long Posts	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 Long Posts	Dean Ball	https://hyperdimensional.co/p/clawed
icml.cc	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Long Posts	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) Long Posts	Imgflip	https://imgflip.com/memegenerator/255177692/astronaut-meme-always-has-been-template
in-toto.io	Attestation across the AI Supply Chain Long Posts	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 Long Posts	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? Long Posts	aim	https://instagram.com/bryanjohnson_/p/C__8jp9yAd4
intelligence-curse.ai	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	essay	https://intelligence-curse.ai/
jeffreybigham.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Long Posts	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 Long Posts	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 Long Posts	post	https://joinreboot.org/i/162295663/a-site-for-every-soliloquy
joinreboot.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	https://joinreboot.org/p/macrodoses-7	https://joinreboot.org/p/macrodoses-7
journals.openedition.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Long Posts	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 Long Posts	1960s	https://jstor.org/stable/1705998?seq=2
jstor.org	Public AI, Data Appraisal, and Data Debates Long Posts	work	https://jstor.org/stable/1911865?seq=1
karriekarahalios.com	Algorithmic Collective Action With Two Collectives [crosspost] Long Posts	Karrie Karahalios	https://karriekarahalios.com/
katecrawford.net	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Long Posts	of	https://katecrawford.net/
knightcolumbia.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	essay	https://knightcolumbia.org/content/ai-as-normal-technology
knightcolumbia.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	https://knightcolumbia.org/content/ai-as-normal-technology	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 Long Posts	estimated	https://lambdalabs.com/blog/demystifying-gpt-3
latimes.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Long Posts	LA Times op-ed	https://latimes.com/opinion/story/2023-05-05/ai-writers-strike-worker-protections-entertainment
lesswrong.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	post	https://lesswrong.com/posts/GAv4DRGyDHe2orvwB/gradual-disempowerment-concrete-research-projects
lexology.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Long Posts	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 Long Posts	licensing	https://licenses.ai/
licenses.ai	Data Leverage Recap: December 2022 - April 2023 Long Posts	RAIL	https://licenses.ai/blog/2023/1/17/rail-initiative-call-for-participation
link.springer.com	Plural AI Data Alignment Long Posts	scholarship	https://link.springer.com/article/10.1007/s11023-020-09539-2
loc.gov	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Long Posts	[link	https://loc.gov/item/2003664100
lukedrago.substack.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	https://lukedrago.substack.com/p/the-intelligence-curse	https://lukedrago.substack.com/p/the-intelligence-curse
machinelearning.apple.com	Which datasets should we assume are "in all the AI models"? Long Posts	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" Long Posts	concentrated	https://mako.cc/copyrighteous/editor-to-reader-ratios-on-wikipedia
mako.cc	The Paradox of Reuse, Language Models Edition Long Posts	estimate	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 Long Posts	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 Long Posts	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 Long Posts	here	https://marketoonist.com/faq
marsh.com	Attestation across the AI Supply Chain Long Posts	Marsh	https://marsh.com/en-gb/services/risk-analytics/expertise/ai-system-risk-analysis.html
math.stackexchange.com	Which datasets should we assume are "in all the AI models"? Long Posts	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? Long Posts	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 Long Posts	Mechanize	https://mechanize.work/
mercor.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	Mercor	https://mercor.com/research
meta.stackexchange.com	Data Leverage Recap: December 2022 - April 2023 Long Posts	post	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 Long Posts	Stack Overflow	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? Long Posts	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? Long Posts	contention	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? Long Posts	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" Long Posts	Wikimedia Enterprise	https://meta.wikimedia.org/wiki/Wikimedia_Enterprise
meta.wikimedia.org	The Paradox of Reuse, Language Models Edition Long Posts	program	https://meta.wikimedia.org/wiki/Wikimedia_Enterprise
meta.wikimedia.org	Which datasets should we assume are "in all the AI models"? Long Posts	Wikimedia Enterprise	https://meta.wikimedia.org/wiki/Wikimedia_Enterprise
metr.org	Attestation across the AI Supply Chain Long Posts	METR	https://metr.org/
metr.org	Attestation across the AI Supply Chain Long Posts	METR	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" Long Posts	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 Long Posts	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 Long Posts	Human Context Protocol	https://miba.dev/assets/publications/HCP_ArXiv_2025.pdf
microsoft.com	Attestation across the AI Supply Chain Long Posts	datasheets	https://microsoft.com/en-us/research/project/datasheets-for-datasets
microsoft.com	Bing Rewards for the AI Age Long Posts	credits	https://microsoft.com/en-us/azure-academic-research
microsoft.com	Bing Rewards for the AI Age Long Posts	Microsoft Rewards	https://microsoft.com/en-us/rewards
microsoft.com	Bing Rewards for the AI Age Long Posts	Microsoft Rewards	https://microsoft.com/en-us/rewards
microsoft.com	The Coding Agent Data Deal Long Posts	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 Long Posts	dwell time	https://microsoft.com/en-us/research/publication/modeling-dwell-time-to-predict-click-level-satsifaction
microsoft.com	Tipping Points for Content Ecosystems Long Posts	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 Long Posts	Obfuscation	https://mitpress.mit.edu/9780262529860/obfuscation
mturk.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	MTurk	https://mturk.com/
nature.com	AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage Long Posts	their	https://nature.com/articles/d41586-022-04383-z
nature.com	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Long Posts	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 Long Posts	Data Provenance Initiative	https://nature.com/articles/s42256-024-00878-8
nature.com	Tipping Points for Content Ecosystems Long Posts	tipping points	https://nature.com/articles/s41559-019-0797-2
nbcnews.com	AI Labs Should Open Source Data Protection Technologies Long Posts	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 Long Posts	be	https://nbcnews.com/think/opinion/remote-testing-monitored-ai-failing-students-forced-undergo-it-ncna1246769
nber.org	Attestation across the AI Supply Chain Long Posts	Arrow on the economics of information	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 Long Posts	economic properties of information	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 Long Posts	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 Long Posts	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 Long Posts	split	https://news.ycombinator.com/item?id=33998112
news.ycombinator.com	AI Labs Should Open Source Data Protection Technologies Long Posts	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" Long Posts	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". Long Posts	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 Long Posts	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 Long Posts	post	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 Long Posts	post	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". Long Posts	policy paper	https://nickmvincent.com/static/canada_publicai.pdf
nickmvincent.com	Attestation across the AI Supply Chain Long Posts	data dividends	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 Long Posts	contributing to Wikipedia,	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 Long Posts	user-generated data in search engine results	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? Long Posts	economic inequality	https://nickmvincent.com/static/eaamo_data_dividends.pdf
nickmvincent.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	paper	https://nickmvincent.com/static/cbi_paper.pdf
nickmvincent.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	https://nickmvincent.com/static/cbi_paper.pdf	https://nickmvincent.com/static/cbi_paper.pdf
nickmvincent.com	The Paradox of Reuse, Language Models Edition Long Posts	do	https://nickmvincent.com/static/wikiserp_cscw.pdf
nickmvincent.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Long Posts	papers	https://nickmvincent.com/
nickmvincent.github.io	Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage! Long Posts	[docs	https://nickmvincent.github.io/extenote
nickmvincent.github.io	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	[GitHub pages	https://nickmvincent.github.io/paidf_consultation/01c_pipeworks.html
nickmvincent.github.io	Tipping Points for Content Ecosystems Long Posts	Data Napkin Math Project	https://nickmvincent.github.io/data_napkin_math
nmvg.mataroa.blog	Bing Rewards for the AI Age Long Posts	responsible	https://nmvg.mataroa.blog/blog/chatgpt-is-awesome-and-scary-you-deserve-credit
nmvg.mataroa.blog	Bing Rewards for the AI Age Long Posts	paradox of reuse	https://nmvg.mataroa.blog/blog/the-paradox-of-reuse-language-models-edition
nmvg.mataroa.blog	Bing Rewards for the AI Age Long Posts	paradox of re-use	https://nmvg.mataroa.blog/blog/the-paradox-of-reuse-language-models-edition
notion.so	Data Leverage Recap: December 2022 - April 2023 Long Posts	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. Long Posts	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 Long Posts	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". Long Posts	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 Long Posts	posturing	https://nytimes.com/2023/04/18/technology/reddit-ai-openai-google.html
nytimes.com	Bing Rewards for the AI Age Long Posts	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 Long Posts	https://www.nytimes.com/2025/05/30/podcasts/hardfork-ai-jobpocalypse.html	https://nytimes.com/2025/05/30/podcasts/hardfork-ai-jobpocalypse.html
nytimes.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	topic	https://nytimes.com/2025/05/30/technology/ai-jobs-college-graduates.html
nytimes.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	https://www.nytimes.com/2025/05/30/technology/ai-jobs-college-graduates.html	https://nytimes.com/2025/05/30/technology/ai-jobs-college-graduates.html
nytimes.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Long Posts	Reddit	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"? Long Posts	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"? Long Posts	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 Long Posts	The Right to Delete	https://oag.ca.gov/privacy/ccpa
ojs.aaai.org	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Long Posts	data	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? Long Posts	computational social science	https://ojs.aaai.org/index.php/ICWSM/article/view/7347
open.spotify.com	Tipping Points for Content Ecosystems Long Posts	podcast	https://open.spotify.com/episode/2G4UlFmVjwMizRl1jMUPxf?si=1f41d2d0afcb40b2
openai.com	"People First" Policy Ideas that Complement Each Other (through better data flow) Long Posts	here	https://openai.com/index/industrial-policy-for-the-intelligence-age
openai.com	AI Labs Should Open Source Data Protection Technologies Long Posts	techniques	https://openai.com/index/understanding-the-source-of-what-we-see-and-hear-online
openai.com	Attestation across the AI Supply Chain Long Posts	"Introducing ChatGPT Health"	https://openai.com/index/introducing-chatgpt-health
openai.com	Attestation across the AI Supply Chain Long Posts	OpenAI's health launch as an example of product-level signaling around physician involvement and evaluation	https://openai.com/index/introducing-chatgpt-health
openai.com	Bing Rewards for the AI Age Long Posts	paywall	https://openai.com/blog/chatgpt-plus
openai.com	Bing Rewards for the AI Age Long Posts	OpenAI pricing	https://openai.com/pricing
openai.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Long Posts	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) Long Posts	post	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) Long Posts	ChatGPT	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) Long Posts	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) Long Posts	InstructGPT blog post	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) Long Posts	blog post	https://openai.com/blog/instruction-following
openai.com	Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power Long Posts	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 Long Posts	OpenAI	https://openai.com/policies/row-terms-of-use
openai.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	https://openai.com/charter	https://openai.com/charter
openai.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	highly autonomous systems that outperform humans at most economically valuable work	https://openai.com/charter
openai.com	Plural AI Data Alignment Long Posts	Alignment page post	https://openai.com/blog/our-approach-to-alignment-research
openai.com	Plural AI Data Alignment Long Posts	post	https://openai.com/blog/planning-for-agi-and-beyond
openai.com	Public AI, Data Appraisal, and Data Debates Long Posts	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? Long Posts	AGI	https://openai.com/index/planning-for-agi-and-beyond
openai.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	HealthBench	https://openai.com/index/healthbench
openai.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	medicine	https://openai.com/index/introducing-chatgpt-health
openai.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	(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 Long Posts	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 Long Posts	(2) scaling	https://openai.com/index/scaling-laws-for-neural-language-models
openai.com	The Paradox of Reuse, Language Models Edition Long Posts	ChatGPT	https://openai.com/blog/chatgpt
openai.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Long Posts	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 Long Posts	peer review death spiral	https://openaireview.org/blog.html
openaireview.org	AI is driving the cost of polish down; some musings on fancy versus terse artifacts Long Posts	OpenAIReview	https://openaireview.org/blog.html
openhands.dev	The Coding Agent Data Deal Long Posts	Open Hands	https://openhands.dev/
openreview.net	Attestation across the AI Supply Chain Long Posts	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. Long Posts	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 Long Posts	OpenRouter	https://openrouter.ai/
openwebui.com	"Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces Long Posts	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 Long Posts	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? Long Posts	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 Long Posts	Zargham and Shorish 2023	https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4569037
papers.ssrn.com	Tipping Points for Content Ecosystems Long Posts	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) Long Posts	WebText	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) Long Posts	here	https://paperswithcode.com/dataset/webtext
partnershiponai.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	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 Long Posts	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 Long Posts	Perplexity	https://perplexity.ai/
pewresearch.org	Perplexity CEO''s Interaction with Striking New York Times Workers Does Not Reflect Well on the AI Industry Long Posts	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" Long Posts	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 Long Posts	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) Long Posts	The Pile	https://pile.eleuther.ai/
pile.eleuther.ai	Data Leverage Recap: December 2022 - April 2023 Long Posts	The Pile	https://pile.eleuther.ai/
platform.openai.com	Tipping Points for Content Ecosystems Long Posts	1 token = 3/4 word	https://platform.openai.com/tokenizer
plurality.institute	Plural AI Data Alignment Long Posts	plurality	https://plurality.institute/
plurality.institute	Plural AI Data Alignment Long Posts	plurality research	https://plurality.institute/
polarislab.org	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Long Posts	database	https://polarislab.org/ai-law-tracker.html
policykit.org	Bing Rewards for the AI Age Long Posts	PolicyKit	https://policykit.org/
press.princeton.edu	A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI Long Posts	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 Long Posts	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? Long Posts	[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? Long Posts	[link	https://proceedings.mlr.press/v97/ghorbani19c.html
proceedings.mlr.press	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	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? Long Posts	[link	https://proceedings.neurips.cc/paper/2019/hash/a78482ce76496fcf49085f2190e675b4-Abstract.html
prolific.com	Attestation across the AI Supply Chain Long Posts	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) Long Posts	"Expert Language Model Trainers"	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 Long Posts	here	https://psagroup.org/blogposts/62
psagroup.org	The Paradox of Reuse, Language Models Edition Long Posts	disproportionate role	https://psagroup.org/blogposts/78
publicai.co	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	[publicai.co	https://publicai.co/
publicai.network	Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking Long Posts	public AI	https://publicai.network/
publicai.network	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	public AI network [website	https://publicai.network/
publicai.network	Public AI, Data Appraisal, and Data Debates Long Posts	website	https://publicai.network/
pubmed.ncbi.nlm.nih.gov	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Long Posts	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 Long Posts	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 Long Posts	http://radicalmarkets.com/chapters/data-as-labor/frequently-asked-questions/	https://radicalmarkets.com/chapters/data-as-labor/frequently-asked-questions
radicalxchange.org	AI Labs Should Open Source Data Protection Technologies Long Posts	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 Long Posts	data dignity	https://radicalxchange.org/concepts/data-dignity
radicalxchange.org	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Long Posts	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 Long Posts	data	https://radicalxchange.org/wiki/data-dignity
radicalxchange.org	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Long Posts	data dignity	https://radicalxchange.org/concepts/data-dignity
radicalxchange.org	The Coding Agent Data Deal Long Posts	data labor	https://radicalxchange.org/wiki/data-dignity
radicalxchange.org	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Long Posts	data dignity	https://radicalxchange.org/concepts/data-dignity
raulcastrofernandez.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Long Posts	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? Long Posts	escrow	https://raulcastrofernandez.com/papers/data_station_paper-11.pdf
raulcastrofernandez.com	Public AI, Data Appraisal, and Data Debates Long Posts	Data-Sharing Consortia	https://raulcastrofernandez.com/papers/data-sharing-consortia-escrow.pdf
reddit	The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods" Long Posts	arbitrary reddit post just to get a sense of how people are engaging on other platforms	https://reddit/
redditinc.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Long Posts	terms	https://redditinc.com/policies/user-agreement
research.brickroad.network	Attestation across the AI Supply Chain Long Posts	fragmented	https://research.brickroad.network/neurips2025-data-deals
research.brickroad.network	Attestation across the AI Supply Chain Long Posts	here	https://research.brickroad.network/neurips2025-data-deals
research.google	Attestation across the AI Supply Chain Long Posts	model cards	https://research.google/pubs/model-cards-for-model-reporting
research.google	Attestation across the AI Supply Chain Long Posts	Model cards	https://research.google/pubs/model-cards-for-model-reporting
research.google	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	Model Cards	https://research.google/pubs/model-cards-for-model-reporting
researcher-help.prolific.com	Attestation across the AI Supply Chain Long Posts	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" Long Posts	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". Long Posts	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". Long Posts	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 Long Posts	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 Long Posts	investment	https://reuters.com/technology/chinas-deepseek-sets-off-ai-market-rout-2025-01-27
reuters.com	Public AI, Data Appraisal, and Data Debates Long Posts	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? Long Posts	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 Long Posts	Saiph Savage	https://saiph.org/
scale.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	Scale	https://scale.com/
science.org	Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power Long Posts	Science	https://science.org/content/blog-post/evaluation-deep-research-performance
science.org	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	paper	https://science.org/doi/10.1126/science.adj0998
scriptorium	Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking Long Posts	scriptorium	https://scriptorium/
sec.gov	Attestation across the AI Supply Chain Long Posts	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! Long Posts	examples	https://shared-references.pages.dev/projects
simile.ai	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Long Posts	Simile.ai	https://simile.ai/
simonwillison.net	How do we know our AI output is good? Double checks, bar charts, vibes, and training data. Long Posts	spilled	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. Long Posts	some	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 Long Posts	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 Long Posts	here	https://skylion007.github.io/OpenWebTextCorpus
slideshare.net	The Paradox of Reuse, Language Models Edition Long Posts	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 Long Posts	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 Long Posts	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 Long Posts	new	https://socialist.net/marx-s-capital-chapters-15-the-machine
spec.c2pa.org	Attestation across the AI Supply Chain Long Posts	C2PA	https://spec.c2pa.org/specifications/specifications/2.3/ai-ml/ai_ml.html
spec.c2pa.org	Attestation across the AI Supply Chain Long Posts	C2PA	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". Long Posts	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 Long Posts	in	https://stacker.com/business-economy/30-victories-workers-rights-won-organized-labor-over-years
stackexchange.com	Tipping Points for Content Ecosystems Long Posts	ratio	https://stackexchange.com/about
stackexchange.com	Tipping Points for Content Ecosystems Long Posts	higher	https://stackexchange.com/about
stackexchange.com	Tipping Points for Content Ecosystems Long Posts	reported	https://stackexchange.com/about
stackoverflow.blog	Data Leverage Recap: December 2022 - April 2023 Long Posts	statements	https://stackoverflow.blog/2023/04/17/community-is-the-future-of-ai
stackoverflow.blog	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Long Posts	blog post	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" Long Posts	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 Long Posts	terms	https://stackoverflow.com/legal/terms-of-service
storage.courtlistener.com	Public AI, Data Appraisal, and Data Debates Long Posts	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. Long Posts	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 Long Posts	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 Long Posts	Surge	https://surgehq.ai/
swashapp.io	Attestation across the AI Supply Chain Long Posts	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 Long Posts	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". Long Posts	agreements	https://techcrunch.com/2024/05/06/stack-overflow-signs-deal-with-openai-to-supply-data-to-its-models
techcrunch.com	Live by the free-content-for-training sword, die by the free-content-for-training sword Long Posts	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 Long Posts	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"? Long Posts	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? Long Posts	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 Long Posts	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 Long Posts	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 Long Posts	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 Long Posts	art	https://technologyreview.com/2023/10/23/1082189/data-poisoning-artists-fight-generative-ai
technologyreview.com	Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too Long Posts	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 Long Posts	distressing	https://technologyreview.com/2020/08/07/1006132/software-algorithms-proctoring-online-tests-ai-ethics
technologyreview.com	The Paradox of Reuse, Language Models Edition Long Posts	raised	https://technologyreview.com/2022/03/29/1048439/chatbots-replace-search-engine-terrible-idea
technologyreview.com	Tipping Points for Content Ecosystems Long Posts	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 Long Posts	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 Long Posts	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 Long Posts	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] Long Posts	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 Long Posts	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 Long Posts	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". Long Posts	[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 Long Posts	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 Long Posts	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 Long Posts	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" Long Posts	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 Long Posts	themultiplicity.ai	https://themultiplicity.ai/
theodi.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	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" Long Posts	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? Long Posts	article	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 Long Posts	stated	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 Long Posts	updating robots.txt	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 Long Posts	lawsuit	https://theverge.com/2022/11/8/23446821/microsoft-openai-github-copilot-class-action-lawsuit-ai-copyright-violation-training-data
theverge.com	Data Leverage Recap: December 2022 - April 2023 Long Posts	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 Long Posts	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? Long Posts	interview	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 Long Posts	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 Long Posts	legal	https://theverge.com/23444685/generative-ai-copyright-infringement-legal-fair-use-training-data
theverge.com	The Coding Agent Data Deal Long Posts	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 Long Posts	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 Long Posts	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 Long Posts	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 Long Posts	https://time.com/7289692/when-ai-replaces-workers	https://time.com/7289692/when-ai-replaces-workers
time.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	What Happens When AI Replaces Workers?	https://time.com/7289692/when-ai-replaces-workers
time.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	https://time.com/7290751/ai-future-of-work-essay	https://time.com/7290751/ai-future-of-work-essay
time.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	published	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". Long Posts	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) Long Posts	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 Long Posts	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 Long Posts	Spawning	https://twitter.com/spawning_/status/1603126330261897217
twitter.com	Bing Rewards for the AI Age Long Posts	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) Long Posts	tweet	https://twitter.com/elonmusk/status/1599291104687374338
twitter.com	Data Leverage Recap: December 2022 - April 2023 Long Posts	evidence	https://twitter.com/DominikGutt/status/1636732846948663298?s=20
twitter.com	Data Leverage Recap: December 2022 - April 2023 Long Posts	point	https://twitter.com/peternixey/status/1640002493630369792?s=20
twitter.com	Data Leverage Recap: December 2022 - April 2023 Long Posts	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 Long Posts	code	https://twitter.com/mattshumer_/status/1287125015528341506
twitter.com	The Paradox of Reuse, Language Models Edition Long Posts	underlying training data	https://twitter.com/nickmvincent/status/1598478685019189248
twitter.com	The Paradox of Reuse, Language Models Edition Long Posts	claims	https://twitter.com/sytelus/status/1598164765385555976
twitter.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Long Posts	tweet	https://twitter.com/katiekilkenny7/status/1653811340107194368
unsplash.com	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Long Posts	David Smooke	https://unsplash.com/@smooke
unsplash.com	A Harbinger of the Future of Content? The New York Times Starts a Data Strike Long Posts	Unsplash	https://unsplash.com/photos/En_wELYYhD4
unsplash.com	Bing Rewards for the AI Age Long Posts	Victor from Unsplash	https://unsplash.com/photos/c53HvA-blYQ
unsplash.com	Data Leverage Recap: December 2022 - April 2023 Long Posts	Unsplash contributor Photoholgic	https://unsplash.com/photos/RGvwatYi0-Q
unsplash.com	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	Unsplash	https://unsplash.com/
unsplash.com	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	Kelly Sikkema	https://unsplash.com/@kellysikkema
unsplash.com	Is Zuckerberg right to say that your specific creative work has no value to AI? Long Posts	Unsplash	https://unsplash.com/
unsplash.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Long Posts	Unsplash	https://unsplash.com/
unsplash.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Long Posts	USgGS	https://unsplash.com/@usgs
unsplash.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Long Posts	Unsplash	https://unsplash.com/
unsplash.com	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Long Posts	Myke Simon	https://unsplash.com/@myke_simon
unsplash.com	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Long Posts	Unsplash	https://unsplash.com/
unsplash.com	Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators Long Posts	Hans	https://unsplash.com/@hansphoto
unsplash.com	Will the New York Times Data Strike Have a Large Impact on ChatGPT? Long Posts	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" Long Posts	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. Long Posts	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 Long Posts	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? Long Posts	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 Long Posts	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 Long Posts	begun	https://vmst.io/@selzero/109512557990367884
vox.com	Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems Long Posts	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". Long Posts	[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". Long Posts	[Washington Post	https://washingtonpost.com/technology/2025/08/08/wikipedia-ai-generated-mistakes-editors
weval.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	WeVal	https://weval.org/
weval.org	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	WeVal	https://weval.org/
wga.org	The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns Long Posts	asks	https://wga.org/uploadedfiles/members/member_info/contract-2023/WGA_proposals.pdf
whitehouse.gov	Attestation across the AI Supply Chain Long Posts	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
wired.com	Live by the free-content-for-training sword, die by the free-content-for-training sword Long Posts	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 Long Posts	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 Long Posts	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 Long Posts	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 Long Posts	coverage	https://wsj.com/articles/chatgpt-ai-artificial-intelligence-openai-personal-writing-5328339a
wsj.com	Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity Long Posts	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? Long Posts	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? Long Posts	tweet	https://x.com/giffmana/status/1914245144422776906
x.com	AI is driving the cost of polish down; some musings on fancy versus terse artifacts Long Posts	tweet	https://x.com/alexolegimas/status/2037173080741523742?s=20
x.com	AI Labs Should Open Source Data Protection Technologies Long Posts	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". Long Posts	tweet	https://x.com/IvanVendrov/status/1988134758199578993?s=20
x.com	April 2026 small points Meta Notes	https://x.com/nickmvincent/status/2048833224047296622	https://x.com/nickmvincent/status/2048833224047296622
x.com	How collective bargaining for information, public AI, and HCI research all fit together Long Posts	Tweet	https://x.com/iamtrask/status/1971197830258950236
x.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	figures	https://x.com/BernieSanders/status/1930613586331635830
x.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	tweet	https://x.com/DavidDuvenaud/status/1928682244052496446
x.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	tweet	https://x.com/bcmerchant/status/1929654074875826315
x.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	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" Long Posts	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" Long Posts	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" Long Posts	contention	https://x.com/tszzl/status/2011506847036162177
x.com	Which datasets should we assume are "in all the AI models"? Long Posts	expressed interest	https://x.com/JeffDean/status/1732461004901282238
x.com	Which datasets should we assume are "in all the AI models"? Long Posts	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" Long Posts	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" Long Posts	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" Long Posts	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 Long Posts	coverage	https://youtube.com/watch?v=Zj35mEtwUvY
youtube.com	On AI-driven Job Apocalypses and Collective Bargaining for Information Long Posts	podcast	https://youtube.com/watch?v=nG_jGZuRBxs
youtube.com	The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right Long Posts	“AI’s original sin”	https://youtube.com/watch?v=CJWPezMVNdQ