Data Leverage Digital Garden

Words

900 terms across 52853 filtered word uses. A frequency view of common words, 2-grams, and 3-grams across the garden.

Post titles and Markdown bodies, with common English stopwords filtered.

Phrase Type Uses Articles Top article
data Words 1493 45 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
157 uses
ai Words 1214 45 Attestation across the AI Supply Chain
111 uses
model Words 371 42 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
70 uses
training Words 304 41 Attestation across the AI Supply Chain
54 uses
like Words 283 42 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
32 uses
people Words 251 40 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
28 uses
public Words 234 37 Public AI, Data Appraisal, and Data Debates
48 uses
models Words 229 41 "Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces
19 uses
think Words 226 43 Attestation across the AI Supply Chain
23 uses
use Words 215 43 Attestation across the AI Supply Chain
24 uses
work Words 208 41 Attestation across the AI Supply Chain
28 uses
post Words 199 43 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
13 uses
systems Words 194 38 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
28 uses
information Words 191 28 Attestation across the AI Supply Chain
32 uses
just Words 182 41 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
21 uses
one Words 178 42 Attestation across the AI Supply Chain
25 uses
make Words 176 39 Attestation across the AI Supply Chain
25 uses
new Words 174 37 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
15 uses
want Words 174 40 Attestation across the AI Supply Chain
20 uses
see Words 169 36 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
20 uses
content Words 166 28 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
25 uses
many Words 165 40 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
18 uses
knowledge Words 161 28 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
35 uses
evaluation Words 158 18 Attestation across the AI Supply Chain
69 uses
users Words 150 26 Bing Rewards for the AI Age
23 uses
value Words 150 34 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
18 uses
outputs Words 149 27 Attestation across the AI Supply Chain
54 uses
collective Words 147 37 Algorithmic Collective Action With Two Collectives [crosspost]
30 uses
open Words 141 26 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
59 uses
leverage Words 137 28 A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI
20 uses
good Words 129 35 Attestation across the AI Supply Chain
17 uses
wikipedia Words 128 17 Bing Rewards for the AI Age
25 uses
research Words 124 32 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
18 uses
get Words 120 34 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
15 uses
set Words 117 33 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
13 uses
system Words 116 29 Bing Rewards for the AI Age
22 uses
human Words 115 31 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
21 uses
commons Words 114 22 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
34 uses
likely Words 112 36 Attestation across the AI Supply Chain
19 uses
labor Words 111 22 Attestation across the AI Supply Chain
20 uses
etc Words 109 30 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
25 uses
now Words 109 31 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
12 uses
organizations Words 108 28 Public AI, Data Appraisal, and Data Debates
15 uses
much Words 106 35 Attestation across the AI Supply Chain
11 uses
using Words 105 34 "Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces
8 uses
used Words 104 35 Attestation across the AI Supply Chain
11 uses
time Words 103 32 Attestation across the AI Supply Chain
9 uses
still Words 101 30 Attestation across the AI Supply Chain
16 uses
actually Words 93 28 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
10 uses
kind Words 93 30 Attestation across the AI Supply Chain
13 uses
social Words 93 27 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
19 uses
chatgpt Words 92 23 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
23 uses
need Words 92 29 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
11 uses
around Words 91 34 Attestation across the AI Supply Chain
20 uses
companies Words 91 23 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
32 uses
help Words 91 28 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
12 uses
making Words 91 39 Attestation across the AI Supply Chain
19 uses
useful Words 90 28 Attestation across the AI Supply Chain
10 uses
different Words 89 31 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
11 uses
going Words 89 34 Attestation across the AI Supply Chain
8 uses
specific Words 89 35 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
8 uses
high Words 88 29 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
11 uses
quality Words 88 23 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
18 uses
code Words 87 21 The Coding Agent Data Deal
17 uses
impact Words 86 28 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
14 uses
important Words 83 32 Attestation across the AI Supply Chain
9 uses
something Words 83 28 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
10 uses
create Words 82 30 Attestation across the AI Supply Chain
11 uses
large Words 82 34 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
6 uses
really Words 82 31 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
10 uses
user Words 81 18 The Coding Agent Data Deal
23 uses
action Words 80 22 Algorithmic Collective Action With Two Collectives [crosspost]
18 uses
certain Words 80 26 Attestation across the AI Supply Chain
14 uses
coding Words 80 12 The Coding Agent Data Deal
41 uses
way Words 80 34 Attestation across the AI Supply Chain
7 uses
capabilities Words 79 23 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
11 uses
output Words 79 18 Attestation across the AI Supply Chain
40 uses
platforms Words 79 19 Bing Rewards for the AI Age
16 uses
access Words 78 24 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
11 uses
agents Words 78 12 The Coding Agent Data Deal
30 uses
bargaining Words 78 24 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
12 uses
rules Words 78 13 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
47 uses
world Words 78 27 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
13 uses
agent Words 76 13 The Coding Agent Data Deal
39 uses
case Words 76 36 Live by the free-content-for-training sword, die by the free-content-for-training sword
6 uses
dataset Words 76 25 Attestation across the AI Supply Chain
11 uses
individual Words 76 26 Bing Rewards for the AI Age
12 uses
openai Words 76 26 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
10 uses
related Words 76 23 Attestation across the AI Supply Chain
12 uses
llm Words 75 21 Bing Rewards for the AI Age
17 uses
better Words 73 27 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
10 uses
course Words 73 29 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
8 uses
search Words 73 23 Bing Rewards for the AI Age
16 uses
current Words 72 26 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
12 uses
lot Words 72 27 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
7 uses
generative Words 71 17 Google and TikTok rank bundles of information; ChatGPT ranks grains.
12 uses
power Words 71 26 On AI-driven Job Apocalypses and Collective Bargaining for Information
11 uses
terms Words 71 24 Live by the free-content-for-training sword, die by the free-content-for-training sword
10 uses
already Words 70 26 Attestation across the AI Supply Chain
10 uses
probably Words 70 25 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
8 uses
well Words 70 34 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
6 uses
provenance Words 69 8 Attestation across the AI Supply Chain
29 uses
creators Words 68 17 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
28 uses
part Words 68 26 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
12 uses
perhaps Words 68 27 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
7 uses
first Words 67 34 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
8 uses
idea Words 67 31 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
6 uses
level Words 67 30 Tipping Points for Content Ecosystems
7 uses
support Words 67 27 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
12 uses
another Words 66 31 Attestation across the AI Supply Chain
8 uses
reddit Words 66 13 Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity
19 uses
though Words 66 27 The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns
7 uses
attestation Words 65 5 Attestation across the AI Supply Chain
57 uses
contributions Words 65 21 Bing Rewards for the AI Age
11 uses
point Words 65 33 Tipping Points for Content Ecosystems
6 uses
products Words 65 18 Attestation across the AI Supply Chain
14 uses
right Words 65 24 The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns
11 uses
sharing Words 65 23 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
11 uses
web Words 65 24 The Coding Agent Data Deal
11 uses
become Words 64 30 Attestation across the AI Supply Chain
14 uses
strike Words 64 8 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
25 uses
tools Words 64 23 Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage!
18 uses
approach Words 63 27 Attestation across the AI Supply Chain
8 uses
feedback Words 63 21 Bing Rewards for the AI Age
16 uses
labs Words 63 15 Attestation across the AI Supply Chain
14 uses
questions Words 63 26 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
7 uses
market Words 62 12 Attestation across the AI Supply Chain
19 uses
markets Words 62 12 Attestation across the AI Supply Chain
32 uses
note Words 62 21 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
10 uses
points Words 62 21 Tipping Points for Content Ecosystems
10 uses
source Words 62 22 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
17 uses
based Words 61 29 Attestation across the AI Supply Chain
10 uses
flow Words 61 21 Plural AI Data Alignment
8 uses
paper Words 61 22 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
6 uses
policy Words 61 21 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
9 uses
particular Words 60 29 A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI
6 uses
short Words 60 31 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
7 uses
workers Words 60 11 On AI-driven Job Apocalypses and Collective Bargaining for Information
12 uses
however Words 59 32 Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity
4 uses
incentives Words 59 15 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
15 uses
llms Words 59 20 Bing Rewards for the AI Age
13 uses
via Words 59 25 Attestation across the AI Supply Chain
9 uses
future Words 58 28 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
6 uses
credit Words 57 11 Bing Rewards for the AI Age
23 uses
across Words 56 24 Attestation across the AI Supply Chain
15 uses
general Words 56 26 Attestation across the AI Supply Chain
13 uses
instance Words 56 27 The Coding Agent Data Deal
5 uses
term Words 56 26 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
10 uses
try Words 56 27 AI progress as quasi-public good production
6 uses
two Words 56 26 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
5 uses
back Words 55 21 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
6 uses
groups Words 55 17 Plural AI Data Alignment
10 uses
let Words 55 24 Tipping Points for Content Ecosystems
8 uses
number Words 55 28 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
5 uses
records Words 55 16 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
16 uses
say Words 55 28 Attestation across the AI Supply Chain
6 uses
contribution Words 54 20 Tipping Points for Content Ecosystems
10 uses
credits Words 54 9 Bing Rewards for the AI Age
44 uses
economic Words 54 25 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
7 uses
know Words 54 29 Data Leverage Recap: December 2022 - April 2023
6 uses
consider Words 53 25 A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI
9 uses
directly Words 53 27 Bing Rewards for the AI Age
10 uses
end Words 53 23 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
9 uses
key Words 53 23 Data Leverage Recap: December 2022 - April 2023
8 uses
produce Words 53 27 The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns
6 uses
towards Words 53 25 AI Labs Should Open Source Data Protection Technologies
6 uses
without Words 53 27 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
6 uses
blog Words 52 24 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
10 uses
give Words 52 25 Bing Rewards for the AI Age
5 uses
posts Words 52 20 How I am publishing right now
9 uses
problem Words 52 17 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
12 uses
production Words 52 19 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
13 uses
take Words 52 27 Attestation across the AI Supply Chain
6 uses
google Words 51 21 Google and TikTok rank bundles of information; ChatGPT ranks grains.
7 uses
train Words 51 28 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
6 uses
cases Words 50 26 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
7 uses
full Words 50 25 Attestation across the AI Supply Chain
9 uses
learning Words 50 18 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
13 uses
long Words 50 26 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
10 uses
potential Words 50 23 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
5 uses
process Words 50 17 Attestation across the AI Supply Chain
9 uses
provide Words 50 20 Bing Rewards for the AI Age
7 uses
share Words 50 21 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
11 uses
trying Words 50 28 Which datasets should we assume are "in all the AI models"?
4 uses
build Words 49 22 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
5 uses
especially Words 49 29 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
5 uses
group Words 49 21 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
7 uses
ways Words 49 23 A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI
6 uses
building Words 48 18 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
8 uses
given Words 48 26 Plural AI Data Alignment
5 uses
governance Words 48 14 Plural AI Data Alignment
6 uses
often Words 48 27 Attestation across the AI Supply Chain
8 uses
various Words 48 23 On AI-driven Job Apocalypses and Collective Bargaining for Information
5 uses
argument Words 47 23 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
6 uses
example Words 47 19 Attestation across the AI Supply Chain
13 uses
issues Words 47 18 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
14 uses
look Words 47 20 Attestation across the AI Supply Chain
6 uses
major Words 47 22 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
6 uses
progress Words 47 18 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
7 uses
technical Words 47 22 Attestation across the AI Supply Chain
9 uses
benefit Words 46 22 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
13 uses
context Words 46 22 [microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives?
4 uses
keep Words 46 23 On AI-driven Job Apocalypses and Collective Bargaining for Information
5 uses
means Words 46 24 Attestation across the AI Supply Chain
6 uses
private Words 46 13 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
12 uses
rather Words 46 19 Attestation across the AI Supply Chain
12 uses
similar Words 46 20 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
8 uses
tech Words 46 17 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
11 uses
transparency Words 46 15 Attestation across the AI Supply Chain
9 uses
writing Words 46 21 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
7 uses
efforts Words 45 21 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
8 uses
product Words 45 13 Attestation across the AI Supply Chain
21 uses
run Words 45 21 The Coding Agent Data Deal
5 uses
version Words 45 20 Attestation across the AI Supply Chain
18 uses
design Words 44 17 Attestation across the AI Supply Chain
10 uses
possible Words 44 22 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
8 uses
text Words 44 12 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
11 uses
things Words 44 22 How do we know our AI output is good? Double checks, bar charts, vibes, and training data.
5 uses
firms Words 43 15 Bing Rewards for the AI Age
11 uses
ideas Words 43 18 "People First" Policy Ideas that Complement Each Other (through better data flow)
11 uses
made Words 43 27 Attestation across the AI Supply Chain
6 uses
small Words 43 21 Attestation across the AI Supply Chain
8 uses
specifically Words 43 26 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
5 uses
artifacts Words 42 13 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
23 uses
communities Words 42 13 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
11 uses
existing Words 42 18 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
7 uses
quite Words 42 26 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
4 uses
recent Words 42 18 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
6 uses
seems Words 42 21 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
5 uses
working Words 42 24 Attestation across the AI Supply Chain
5 uses
claude Words 41 10 The Coding Agent Data Deal
13 uses
datasets Words 41 19 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
9 uses
experiments Words 41 15 Public AI, Data Appraisal, and Data Debates
13 uses
generally Words 41 20 Attestation across the AI Supply Chain
9 uses
instead Words 41 21 Attestation across the AI Supply Chain
6 uses
involve Words 41 21 Attestation across the AI Supply Chain
7 uses
legal Words 41 14 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
9 uses
tasks Words 41 17 On AI-driven Job Apocalypses and Collective Bargaining for Information
9 uses
times Words 41 17 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
11 uses
upstream Words 41 16 Attestation across the AI Supply Chain
16 uses
answer Words 40 17 The Paradox of Reuse, Language Models Edition
7 uses
collectives Words 40 5 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
16 uses
discussions Words 40 21 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
6 uses
every Words 40 22 How do we know our AI output is good? Double checks, bar charts, vibes, and training data.
6 uses
hard Words 40 23 On AI-driven Job Apocalypses and Collective Bargaining for Information
5 uses
technologies Words 40 19 Data Leverage Recap: December 2022 - April 2023
6 uses
thinking Words 40 19 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
6 uses
big Words 39 17 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
14 uses
details Words 39 19 Which datasets should we assume are "in all the AI models"?
4 uses
discussion Words 39 22 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
8 uses
goods Words 39 8 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
14 uses
jobs Words 39 10 On AI-driven Job Apocalypses and Collective Bargaining for Information
17 uses
relevant Words 39 17 Attestation across the AI Supply Chain
9 uses
attribution Words 38 13 N-gram search as posterior updating for data attribution
8 uses
best Words 38 20 Attestation across the AI Supply Chain
8 uses
fact Words 38 22 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
5 uses
improve Words 38 17 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
6 uses
non Words 38 16 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
9 uses
online Words 38 18 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
5 uses
opt Words 38 11 AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage
7 uses
start Words 38 18 Tipping Points for Content Ecosystems
5 uses
able Words 37 22 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
5 uses
api Words 37 12 Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage!
9 uses
creation Words 37 17 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
9 uses
gpt Words 37 11 Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too
13 uses
language Words 37 15 The Paradox of Reuse, Language Models Edition
10 uses
least Words 37 22 Attestation across the AI Supply Chain
7 uses
paradigm Words 37 23 The Coding Agent Data Deal
4 uses
attestations Words 36 1 Attestation across the AI Supply Chain
36 uses
challenges Words 36 17 Attestation across the AI Supply Chain
6 uses
clear Words 36 16 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
7 uses
concerns Words 36 19 Bing Rewards for the AI Age
3 uses
downstream Words 36 14 Attestation across the AI Supply Chain
15 uses
evidence Words 36 17 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
12 uses
expect Words 36 21 Public AI, Data Appraisal, and Data Debates
4 uses
free Words 36 13 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
14 uses
perspective Words 36 20 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
5 uses
privacy Words 36 11 The Coding Agent Data Deal
19 uses
space Words 36 18 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
5 uses
whether Words 36 22 Attestation across the AI Supply Chain
5 uses
write Words 36 18 The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns
3 uses
claim Words 35 14 Attestation across the AI Supply Chain
12 uses
consumer Words 35 12 Attestation across the AI Supply Chain
14 uses
creating Words 35 21 Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking
4 uses
field Words 35 20 On AI-driven Job Apocalypses and Collective Bargaining for Information
6 uses
focused Words 35 20 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
7 uses
github Words 35 10 Bing Rewards for the AI Age
19 uses
industry Words 35 18 Perplexity CEO's Interaction with Striking New York Times Workers Does Not Reflect Well on the AI Industry
6 uses
overall Words 35 18 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
4 uses
platform Words 35 16 Bing Rewards for the AI Age
6 uses
software Words 35 15 Attestation across the AI Supply Chain
10 uses
stage Words 35 6 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
27 uses
true Words 35 19 Is Zuckerberg right to say that your specific creative work has no value to AI?
5 uses
actual Words 34 23 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
5 uses
continue Words 34 18 Bing Rewards for the AI Age
6 uses
domain Words 34 13 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
5 uses
enough Words 34 16 Plural AI Data Alignment
5 uses
inputs Words 34 10 Attestation across the AI Supply Chain
21 uses
news Words 34 15 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
8 uses
nyt Words 34 6 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
15 uses
training data 2-grams 124 33 Attestation across the AI Supply Chain
23 uses
ai systems 2-grams 93 33 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
11 uses
generative ai 2-grams 67 17 Data Leverage Recap: December 2022 - April 2023
11 uses
public ai 2-grams 64 8 Public AI, Data Appraisal, and Data Debates
36 uses
data leverage 2-grams 63 18 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
9 uses
collective action 2-grams 52 17 Algorithmic Collective Action With Two Collectives [crosspost]
17 uses
ai companies 2-grams 48 13 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
22 uses
data rules 2-grams 47 7 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
32 uses
ai products 2-grams 41 13 Attestation across the AI Supply Chain
14 uses
open source 2-grams 36 15 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
16 uses
coding agents 2-grams 35 5 The Coding Agent Data Deal
17 uses
collective bargaining 2-grams 35 15 On AI-driven Job Apocalypses and Collective Bargaining for Information
7 uses
ai models 2-grams 34 21 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
3 uses
data strike 2-grams 34 6 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
19 uses
data creators 2-grams 33 14 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
12 uses
blog post 2-grams 32 17 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
8 uses
right now 2-grams 32 18 The Coding Agent Data Deal
4 uses
ai system 2-grams 28 12 Attestation across the AI Supply Chain
6 uses
data value 2-grams 28 10 Public AI, Data Appraisal, and Data Debates
8 uses
claude code 2-grams 27 5 The Coding Agent Data Deal
11 uses
data labor 2-grams 27 13 Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too
5 uses
something like 2-grams 27 14 Attestation across the AI Supply Chain
6 uses
et al 2-grams 26 10 Attestation across the AI Supply Chain
6 uses
ai labs 2-grams 25 9 AI Labs Should Open Source Data Protection Technologies
9 uses
ai operators 2-grams 25 11 Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity
6 uses
data flow 2-grams 25 12 Plural AI Data Alignment
4 uses
high quality 2-grams 25 11 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
6 uses
knowledge work 2-grams 25 6 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
8 uses
coding agent 2-grams 24 6 The Coding Agent Data Deal
17 uses
data protection 2-grams 24 5 AI Labs Should Open Source Data Protection Technologies
13 uses
model outputs 2-grams 24 7 Attestation across the AI Supply Chain
10 uses
open knowledge 2-grams 24 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
24 uses
model builders 2-grams 23 2 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
21 uses
new york 2-grams 22 8 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
8 uses
york times 2-grams 22 8 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
8 uses
data pipeworks 2-grams 21 2 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
20 uses
data valuation 2-grams 21 8 [microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives?
5 uses
short term 2-grams 21 13 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
5 uses
ai progress 2-grams 20 9 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
7 uses
evaluation data 2-grams 20 9 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
6 uses
peer production 2-grams 20 9 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
8 uses
language models 2-grams 19 8 The Paradox of Reuse, Language Models Edition
8 uses
model weights 2-grams 19 14 AI progress as quasi-public good production
4 uses
public goods 2-grams 19 7 AI progress as quasi-public good production
5 uses
ai capabilities 2-grams 18 11 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
5 uses
common crawl 2-grams 18 7 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
7 uses
data strikes 2-grams 18 8 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
6 uses
decision making 2-grams 18 12 Attestation across the AI Supply Chain
5 uses
look like 2-grams 18 11 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
3 uses
ai data 2-grams 17 11 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
5 uses
data markets 2-grams 17 7 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
5 uses
machine learning 2-grams 17 7 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
8 uses
search engines 2-grams 17 9 The Paradox of Reuse, Language Models Edition
6 uses
ai developers 2-grams 16 8 Attestation across the AI Supply Chain
8 uses
ai outputs 2-grams 16 6 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
5 uses
data transparency 2-grams 16 8 Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators
5 uses
deep research 2-grams 16 3 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
14 uses
frontier ai 2-grams 16 6 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
5 uses
going forward 2-grams 16 12 AI Labs Should Open Source Data Protection Technologies
3 uses
long run 2-grams 16 10 The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns
3 uses
supply chain 2-grams 16 4 Attestation across the AI Supply Chain
12 uses
wikimedia commons 2-grams 16 14 Public AI, Data Appraisal, and Data Debates
2 uses
bargaining power 2-grams 15 12 Attestation across the AI Supply Chain
3 uses
data contributions 2-grams 15 8 Plural AI Data Alignment
4 uses
data dividends 2-grams 15 5 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
11 uses
looks like 2-grams 15 10 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
4 uses
model builder 2-grams 15 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
15 uses
post training 2-grams 15 10 Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators
3 uses
tipping points 2-grams 15 5 Tipping Points for Content Ecosystems
9 uses
data attribution 2-grams 14 6 N-gram search as posterior updating for data attribution
7 uses
data dividend 2-grams 14 6 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
7 uses
data sharing 2-grams 14 7 Public AI, Data Appraisal, and Data Debates
6 uses
public good 2-grams 14 3 AI progress as quasi-public good production
10 uses
stack exchange 2-grams 14 5 Tipping Points for Content Ecosystems
6 uses
use ai 2-grams 14 7 How do we know our AI output is good? Double checks, bar charts, vibes, and training data.
3 uses
ai field 2-grams 13 8 On AI-driven Job Apocalypses and Collective Bargaining for Information
4 uses
data contribution 2-grams 13 10 Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage!
2 uses
data dependent 2-grams 13 9 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
2 uses
data related 2-grams 13 8 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
3 uses
high level 2-grams 13 10 Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators
3 uses
like wikipedia 2-grams 13 6 Bing Rewards for the AI Age
4 uses
long term 2-grams 13 10 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
4 uses
new ai 2-grams 13 11 Bing Rewards for the AI Age
3 uses
platforms like 2-grams 13 5 Bing Rewards for the AI Age
4 uses
pre training 2-grams 13 10 Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data?
2 uses
ai generated 2-grams 12 6 Attestation across the AI Supply Chain
4 uses
ai industry 2-grams 12 7 Perplexity CEO's Interaction with Striking New York Times Workers Does Not Reflect Well on the AI Industry
6 uses
ai lab 2-grams 12 7 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
4 uses
ai product 2-grams 12 5 Attestation across the AI Supply Chain
7 uses
ai supply 2-grams 12 4 Attestation across the AI Supply Chain
7 uses
data sources 2-grams 12 9 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
3 uses
dataset documentation 2-grams 12 6 How do we know our AI output is good? Double checks, bar charts, vibes, and training data.
5 uses
human knowledge 2-grams 12 7 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
3 uses
language model 2-grams 12 9 The Paradox of Reuse, Language Models Edition
2 uses
large scale 2-grams 12 7 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
3 uses
model training 2-grams 12 7 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
4 uses
powerful ai 2-grams 12 4 Tipping Points for Content Ecosystems
7 uses
social dilemmas 2-grams 12 3 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
10 uses
ai tools 2-grams 11 7 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
4 uses
ai training 2-grams 11 7 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
3 uses
content ecosystems 2-grams 11 5 Tipping Points for Content Ecosystems
4 uses
data flows 2-grams 11 6 Plural AI Data Alignment
6 uses
feedback loops 2-grams 11 9 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
2 uses
knowledge production 2-grams 11 2 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
10 uses
model version 2-grams 11 1 Attestation across the AI Supply Chain
11 uses
one way 2-grams 11 9 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
2 uses
online platforms 2-grams 11 8 Data Leverage Recap: December 2022 - April 2023
3 uses
supervised learning 2-grams 11 2 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
10 uses
synthetic data 2-grams 11 7 On AI-driven Job Apocalypses and Collective Bargaining for Information
2 uses
tech companies 2-grams 11 8 Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too
2 uses
training set 2-grams 11 10 Plural AI Data Alignment
2 uses
wikimedia enterprise 2-grams 11 5 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
4 uses
ai evaluation 2-grams 10 3 Attestation across the AI Supply Chain
4 uses
ai model 2-grams 10 6 Live by the free-content-for-training sword, die by the free-content-for-training sword
2 uses
ai technologies 2-grams 10 7 Data Leverage Recap: December 2022 - April 2023
3 uses
attestation objects 2-grams 10 2 Attestation across the AI Supply Chain
9 uses
data centric 2-grams 10 9 Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators
2 uses
data dependence 2-grams 10 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
10 uses
different groups 2-grams 10 5 Plural AI Data Alignment
3 uses
evaluation crisis 2-grams 10 2 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
6 uses
lot like 2-grams 10 7 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
3 uses
many people 2-grams 10 6 Attestation across the AI Supply Chain
3 uses
new data 2-grams 10 5 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
5 uses
public interest 2-grams 10 6 Public AI, Data Appraisal, and Data Debates
3 uses
quasi public 2-grams 10 2 AI progress as quasi-public good production
9 uses
reddit data 2-grams 10 4 Public AI, Data Appraisal, and Data Debates
6 uses
search engine 2-grams 10 8 Bing Rewards for the AI Age
3 uses
systems like 2-grams 10 6 Bing Rewards for the AI Age
3 uses
wikipedia article 2-grams 10 7 Google and TikTok rank bundles of information; ChatGPT ranks grains.
2 uses
ai governance 2-grams 9 6 AI Technologies are System Maps, and You are a Cartographer
2 uses
ai output 2-grams 9 5 How do we know our AI output is good? Double checks, bar charts, vibes, and training data.
3 uses
another way 2-grams 9 7 Attestation across the AI Supply Chain
3 uses
certain types 2-grams 9 5 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
3 uses
clear data 2-grams 9 4 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
4 uses
club goods 2-grams 9 2 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
8 uses
data agency 2-grams 9 5 Plural AI Data Alignment
3 uses
data appraisal 2-grams 9 2 Public AI, Data Appraisal, and Data Debates
7 uses
data deals 2-grams 9 4 Public AI, Data Appraisal, and Data Debates
5 uses
high stakes 2-grams 9 6 How collective bargaining for information, public AI, and HCI research all fit together
2 uses
intellectual property 2-grams 9 7 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
3 uses
like chatgpt 2-grams 9 6 Data Leverage Recap: December 2022 - April 2023
3 uses
many ways 2-grams 9 6 Google and TikTok rank bundles of information; ChatGPT ranks grains.
2 uses
ongoing discussions 2-grams 9 7 Data Leverage Recap: December 2022 - April 2023
2 uses
power concentration 2-grams 9 5 On AI-driven Job Apocalypses and Collective Bargaining for Information
5 uses
quasi enclosure 2-grams 9 3 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
5 uses
reinforcement learning 2-grams 9 8 Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking
2 uses
social simulation 2-grams 9 3 Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators
7 uses
source software 2-grams 9 4 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
6 uses
training sets 2-grams 9 6 AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage
4 uses
white collar 2-grams 9 3 On AI-driven Job Apocalypses and Collective Bargaining for Information
5 uses
ai auditing 2-grams 8 2 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
5 uses
ai related 2-grams 8 6 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
3 uses
bullet points 2-grams 8 2 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
7 uses
data collectives 2-grams 8 3 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
5 uses
data provenance 2-grams 8 5 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
4 uses
data values 2-grams 8 4 N-gram search as posterior updating for data attribution
3 uses
eval data 2-grams 8 5 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
4 uses
evaluation labor 2-grams 8 2 Attestation across the AI Supply Chain
7 uses
high value 2-grams 8 4 The Coding Agent Data Deal
3 uses
key points 2-grams 8 3 Data Leverage Recap: December 2022 - April 2023
6 uses
large number 2-grams 8 7 Bing Rewards for the AI Age
2 uses
many cases 2-grams 8 6 Public AI, Data Appraisal, and Data Debates
2 uses
many models 2-grams 8 2 "Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces
7 uses
model card 2-grams 8 2 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
7 uses
near term 2-grams 8 7 AI Labs Should Open Source Data Protection Technologies
2 uses
previous post 2-grams 8 5 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
2 uses
social media 2-grams 8 8 AI Technologies are System Maps, and You are a Cartographer
1 use
stack overflow 2-grams 8 6 Tipping Points for Content Ecosystems
2 uses
value estimation 2-grams 8 3 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
6 uses
washington post 2-grams 8 4 Perplexity CEO's Interaction with Striking New York Times Workers Does Not Reflect Well on the AI Industry
3 uses
wealth fund 2-grams 8 3 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
6 uses
agent based 2-grams 7 3 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
4 uses
ai company 2-grams 7 4 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
3 uses
ai operator 2-grams 7 7 Bing Rewards for the AI Age
1 use
ai research 2-grams 7 6 On AI-driven Job Apocalypses and Collective Bargaining for Information
2 uses
ai safety 2-grams 7 7 Plural AI Data Alignment
1 use
anti scraping 2-grams 7 2 Attestation across the AI Supply Chain
6 uses
around data 2-grams 7 7 AI Technologies are System Maps, and You are a Cartographer
1 use
bing chat 2-grams 7 2 Bing Rewards for the AI Age
6 uses
commons data 2-grams 7 2 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
4 uses
data commons 2-grams 7 3 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
4 uses
data control 2-grams 7 2 The Coding Agent Data Deal
5 uses
data dignity 2-grams 7 5 Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity
3 uses
data licensing 2-grams 7 4 Public AI, Data Appraisal, and Data Debates
2 uses
data poisoning 2-grams 7 4 A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI
4 uses
data records 2-grams 7 4 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
3 uses
data workers 2-grams 7 3 Attestation across the AI Supply Chain
5 uses
digital commons 2-grams 7 5 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
3 uses
economic impacts 2-grams 7 5 On AI-driven Job Apocalypses and Collective Bargaining for Information
2 uses
generated content 2-grams 7 5 Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity
2 uses
improve ai 2-grams 7 5 The Coding Agent Data Deal
3 uses
knowledge workers 2-grams 7 3 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
4 uses
large language 2-grams 7 4 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
3 uses
leave one 2-grams 7 4 Is Zuckerberg right to say that your specific creative work has no value to AI?
3 uses
legal action 2-grams 7 2 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
6 uses
level ai 2-grams 7 1 Tipping Points for Content Ecosystems
7 uses
llm capabilities 2-grams 7 2 Bing Rewards for the AI Age
4 uses
llm interfaces 2-grams 7 2 "Many Models" and "Track Changes" for AI: Some Thoughts on LLM Interfaces
6 uses
model stealing 2-grams 7 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
7 uses
napkin math 2-grams 7 5 Tipping Points for Content Ecosystems
2 uses
peer review 2-grams 7 3 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
4 uses
public domain 2-grams 7 5 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
reddit users 2-grams 7 6 Public AI, Data Appraisal, and Data Debates
2 uses
robots txt 2-grams 7 3 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
5 uses
third party 2-grams 7 4 Attestation across the AI Supply Chain
3 uses
towards data 2-grams 7 6 Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity
2 uses
win win 2-grams 7 3 Attestation across the AI Supply Chain
4 uses
ai age 2-grams 6 6 Bing Rewards for the AI Age
1 use
ai art 2-grams 6 3 AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage
4 uses
ai assisted 2-grams 6 4 "People First" Policy Ideas that Complement Each Other (through better data flow)
2 uses
ai impact 2-grams 6 2 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
5 uses
ai network 2-grams 6 2 Public AI, Data Appraisal, and Data Debates
5 uses
ai use 2-grams 6 5 The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns
2 uses
ai users 2-grams 6 3 Attestation across the AI Supply Chain
4 uses
algorithmic collective 2-grams 6 3 Algorithmic Collective Action With Two Collectives [crosspost]
4 uses
api keys 2-grams 6 3 Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage!
4 uses
artificial intelligence 2-grams 6 4 The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns
2 uses
bar charts 2-grams 6 1 How do we know our AI output is good? Double checks, bar charts, vibes, and training data.
6 uses
big deal 2-grams 6 4 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
cartographic labor 2-grams 6 3 Data Leverage Recap: December 2022 - April 2023
3 uses
commons rent 2-grams 6 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
6 uses
computer interaction 2-grams 6 3 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
4 uses
content creators 2-grams 6 4 AI Labs Should Open Source Data Protection Technologies
2 uses
contract templates 2-grams 6 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
6 uses
current paradigm 2-grams 6 6 AI Labs Should Open Source Data Protection Technologies
1 use
current situation 2-grams 6 4 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
3 uses
data contributors 2-grams 6 4 Plural AI Data Alignment
3 uses
data creation 2-grams 6 5 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
2 uses
data generating 2-grams 6 3 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
3 uses
data points 2-grams 6 3 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
3 uses
data policy 2-grams 6 3 The Coding Agent Data Deal
3 uses
data sellers 2-grams 6 2 Public AI, Data Appraisal, and Data Debates
3 uses
data use 2-grams 6 3 The Coding Agent Data Deal
3 uses
double check 2-grams 6 2 How do we know our AI output is good? Double checks, bar charts, vibes, and training data.
5 uses
downstream use 2-grams 6 2 Attestation across the AI Supply Chain
4 uses
efforts like 2-grams 6 5 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
2 uses
explained data 2-grams 6 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
6 uses
fancy artifacts 2-grams 6 1 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
6 uses
foundation model 2-grams 6 3 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
4 uses
getting better 2-grams 6 2 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
5 uses
good faith 2-grams 6 4 Bing Rewards for the AI Age
2 uses
gram search 2-grams 6 1 N-gram search as posterior updating for data attribution
6 uses
human computer 2-grams 6 3 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
4 uses
human factors 2-grams 6 1 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
6 uses
human feedback 2-grams 6 4 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
3 uses
key idea 2-grams 6 6 Plural AI Data Alignment
1 use
knowledge commons 2-grams 6 4 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
3 uses
model capabilities 2-grams 6 6 Data Leverage Recap: December 2022 - April 2023
1 use
model performance 2-grams 6 3 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
4 uses
news organizations 2-grams 6 3 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
4 uses
nyt content 2-grams 6 2 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
3 uses
open data 2-grams 6 3 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
3 uses
open web 2-grams 6 4 Tipping Points for Content Ecosystems
2 uses
organizations like 2-grams 6 5 Public AI, Data Appraisal, and Data Debates
2 uses
output provenance 2-grams 6 1 Attestation across the AI Supply Chain
6 uses
pipeworks model 2-grams 6 2 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
5 uses
playing field 2-grams 6 5 Public AI, Data Appraisal, and Data Debates
2 uses
please let 2-grams 6 6 AI Technologies are System Maps, and You are a Cartographer
1 use
points hold 2-grams 6 1 Data Leverage Recap: December 2022 - April 2023
6 uses
post want 2-grams 6 6 Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity
1 use
provenance initiative 2-grams 6 4 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
3 uses
public bodies 2-grams 6 4 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
public ownership 2-grams 6 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
6 uses
put another 2-grams 6 4 Attestation across the AI Supply Chain
3 uses
put simply 2-grams 6 6 The Paradox of Reuse, Language Models Edition
1 use
raw data 2-grams 6 3 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
3 uses
really good 2-grams 6 6 Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data?
1 use
record creation 2-grams 6 2 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
5 uses
sanders ai 2-grams 6 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
6 uses
seaside village 2-grams 6 1 AI Technologies are System Maps, and You are a Cartographer
6 uses
seems like 2-grams 6 5 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
2 uses
small group 2-grams 6 4 Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity
3 uses
small set 2-grams 6 3 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
3 uses
source ai 2-grams 6 3 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
3 uses
status quo 2-grams 6 4 Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity
2 uses
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3 uses
tech industry 2-grams 6 4 Live by the free-content-for-training sword, die by the free-content-for-training sword
2 uses
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3 uses
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4 uses
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2 uses
train ai 2-grams 6 6 The WGA Strike is a Canary in the Coal Mine for AI Labor Concerns
1 use
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2 uses
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2 uses
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2 uses
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3 uses
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3 uses
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2 uses
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2 uses
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2 uses
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4 uses
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2 uses
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2 uses
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2 uses
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5 uses
ai dividend 2-grams 5 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
5 uses
ai social 2-grams 5 2 Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators
3 uses
ai utility 2-grams 5 3 Each Instance of "AI Utility" Stems from Some Human Act(s) of Information Recording and Ranking
2 uses
almost always 2-grams 5 4 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
almost certainly 2-grams 5 5 Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too
1 use
benchmark contamination 2-grams 5 3 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
3 uses
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8 uses
generative ai systems 3-grams 12 4 Bing Rewards for the AI Age
6 uses
ai supply chain 3-grams 10 3 Attestation across the AI Supply Chain
7 uses
clear data rules 3-grams 9 4 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
4 uses
evaluation data leverage 3-grams 9 2 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
6 uses
open source software 3-grams 9 4 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
6 uses
frontier ai auditing 3-grams 7 2 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
4 uses
pre training data 3-grams 7 7 Bing Rewards for the AI Age
1 use
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4 uses
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3 uses
human computer interaction 3-grams 6 3 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
4 uses
key points hold 3-grams 6 1 Data Leverage Recap: December 2022 - April 2023
6 uses
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5 uses
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3 uses
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6 uses
ai evaluation crisis 3-grams 5 2 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
3 uses
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2 uses
conscious data contribution 3-grams 5 4 A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI
2 uses
data dependent systems 3-grams 5 4 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
2 uses
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4 uses
large language models 3-grams 5 3 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
3 uses
open source ai 3-grams 5 2 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
3 uses
platforms like wikipedia 3-grams 5 3 Bing Rewards for the AI Age
2 uses
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5 uses
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5 uses
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4 uses
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2 uses
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2 uses
agent based model 3-grams 4 2 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
3 uses
ai generated content 3-grams 4 3 Tipping Points for Content Ecosystems
2 uses
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3 uses
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4 uses
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4 uses
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2 uses
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4 uses
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3 uses
data protection action 3-grams 4 2 AI Labs Should Open Source Data Protection Technologies
3 uses
data relations board 3-grams 4 2 Bing Rewards for the AI Age
3 uses
eu ai code 3-grams 4 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
4 uses
frontier ai models 3-grams 4 4 A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI
1 use
generative ai training 3-grams 4 2 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
2 uses
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3 uses
human knowledge work 3-grams 4 2 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
2 uses
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2 uses
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4 uses
llm social simulation 3-grams 4 2 Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators
3 uses
look lot like 3-grams 4 3 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
2 uses
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1 use
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4 uses
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3 uses
new data rules 3-grams 4 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
4 uses
one related attestation 3-grams 4 1 Attestation across the AI Supply Chain
4 uses
open knowledge advocate 3-grams 4 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
4 uses
post training data 3-grams 4 4 AI Labs Should Open Source Data Protection Technologies
1 use
self directed knowledge 3-grams 4 1 Tipping Points for Content Ecosystems
4 uses
self supervised pretraining 3-grams 4 1 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
4 uses
stricter data rules 3-grams 4 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
4 uses
subsidized club goods 3-grams 4 1 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
4 uses
substack concrete prediction 3-grams 4 1 How collective bargaining for information, public AI, and HCI research all fit together
4 uses
win win win 3-grams 4 2 Attestation across the AI Supply Chain
3 uses
academic peer review 3-grams 3 2 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
2 uses
agi like ag1 3-grams 3 3 Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data?
1 use
ai jobs apocalypse 3-grams 3 1 On AI-driven Job Apocalypses and Collective Bargaining for Information
3 uses
ai replaces workers 3-grams 3 1 On AI-driven Job Apocalypses and Collective Bargaining for Information
3 uses
ai social simulations 3-grams 3 2 How do we know our AI output is good? Double checks, bar charts, vibes, and training data.
2 uses
ai systems like 3-grams 3 3 Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too
1 use
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2 uses
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3 uses
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2 uses
clearer data rules 3-grams 3 2 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
coding agent data 3-grams 3 1 The Coding Agent Data Deal
3 uses
coding agent paradigm 3-grams 3 2 The Coding Agent Data Deal
2 uses
coding agent transcripts 3-grams 3 2 The Coding Agent Data Deal
2 uses
consumer decision making 3-grams 3 2 Attestation across the AI Supply Chain
2 uses
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1 use
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3 uses
data dependent computing 3-grams 3 3 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
1 use
data dependent technologies 3-grams 3 2 A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI
2 uses
data leverage power 3-grams 3 1 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
3 uses
data mixing work 3-grams 3 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
3 uses
data napkin math 3-grams 3 3 Tipping Points for Content Ecosystems
1 use
data protection technologies 3-grams 3 2 AI Labs Should Open Source Data Protection Technologies
2 uses
data related collective 3-grams 3 3 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
1 use
data sharing consortia 3-grams 3 1 Public AI, Data Appraisal, and Data Debates
3 uses
data strike aimed 3-grams 3 2 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
2 uses
data value estimation 3-grams 3 2 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
especially good document 3-grams 3 1 Tipping Points for Content Ecosystems
3 uses
five stage model 3-grams 3 1 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
3 uses
global wealth fund 3-grams 3 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
3 uses
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2 uses
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2 uses
human generated data 3-grams 3 2 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
2 uses
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3 uses
instructgpt blog post 3-grams 3 1 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
3 uses
large scale data 3-grams 3 2 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
2 uses
like stack exchange 3-grams 3 2 Tipping Points for Content Ecosystems
2 uses
like wikimedia enterprise 3-grams 3 2 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
making ai systems 3-grams 3 3 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
1 use
nber working paper 3-grams 3 2 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
2 uses
note taking software 3-grams 3 1 Attestation across the AI Supply Chain
3 uses
open source projects 3-grams 3 2 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
openai anthropic google 3-grams 3 2 Live by the free-content-for-training sword, die by the free-content-for-training sword
2 uses
platforms like stackexchange 3-grams 3 3 The Paradox of Reuse, Language Models Edition
1 use
post ai data 3-grams 3 2 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
public ai data 3-grams 3 2 How collective bargaining for information, public AI, and HCI research all fit together
2 uses
public ai lab 3-grams 3 2 Public AI, Data Appraisal, and Data Debates
2 uses
public benefit corporations 3-grams 3 2 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
quasi public goods 3-grams 3 2 AI progress as quasi-public good production
2 uses
related collective action 3-grams 3 3 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
1 use
robots txt file 3-grams 3 2 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
2 uses
search engine results 3-grams 3 3 Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too
1 use
selling agi like 3-grams 3 3 Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data?
1 use
systems like chatgpt 3-grams 3 3 The Paradox of Reuse, Language Models Edition
1 use
systems like gpt 3-grams 3 2 Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too
2 uses
train ai models 3-grams 3 3 AI Labs Should Open Source Data Protection Technologies
1 use
training data like 3-grams 3 3 Bing Rewards for the AI Age
1 use
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1 use
use coding agent 3-grams 3 2 The Coding Agent Data Deal
2 uses
user generated content 3-grams 3 2 Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity
2 uses
valuable data labor 3-grams 3 3 Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too
1 use
white collar workers 3-grams 3 2 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
2 uses
ablations scaling experiments 3-grams 2 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
accepted explained data 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
2 uses
across training evaluation 3-grams 2 1 Attestation across the AI Supply Chain
2 uses
affects model performance 3-grams 2 2 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
1 use
agent based modeling 3-grams 2 1 Data Leverage Recap: December 2022 - April 2023
2 uses
ai art thief 3-grams 2 2 AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage
1 use
ai auditing ecosystem 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
2 uses
ai data alignment 3-grams 2 2 Plural AI Data Alignment
1 use
ai data flow 3-grams 2 2 Perplexity CEO's Interaction with Striking New York Times Workers Does Not Reflect Well on the AI Industry
1 use
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2 uses
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2 uses
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1 use
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1 use
ai generated outputs 3-grams 2 1 Attestation across the AI Supply Chain
2 uses
ai gets better 3-grams 2 2 On AI-driven Job Apocalypses and Collective Bargaining for Information
1 use
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1 use
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1 use
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1 use
ai operating firms 3-grams 2 2 Bing Rewards for the AI Age
1 use
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2 uses
ai related policies 3-grams 2 2 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
1 use
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2 uses
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1 use
ai social simulation 3-grams 2 1 Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators
2 uses
ai systems setting 3-grams 2 1 The Coding Agent Data Deal
2 uses
ai training data 3-grams 2 2 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
1 use
ai trust stack 3-grams 2 2 "People First" Policy Ideas that Complement Each Other (through better data flow)
1 use
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1 use
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2 uses
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2 uses
api keys etc 3-grams 2 1 Coding agents are (1) a big deal, (2) very relevant to data leverage, and (3) able to help build tools that support data leverage!
2 uses
appropriate group size 3-grams 2 1 [microblog] One book is worth "0.06%" benchmark points to AI; is "no different from noise". What gives?
2 uses
archetypal model builder 3-grams 2 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
arrow information paradox 3-grams 2 1 Public AI, Data Appraisal, and Data Debates
2 uses
art thief innovation 3-grams 2 2 AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage
1 use
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2 uses
artifacts look nice 3-grams 2 1 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
2 uses
artificial general intelligence 3-grams 2 2 Plural AI Data Alignment
1 use
artists coders writers 3-grams 2 2 AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage
1 use
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1 use
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2 uses
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2 uses
augment human intelligence 3-grams 2 1 On AI-driven Job Apocalypses and Collective Bargaining for Information
2 uses
author model builder 3-grams 2 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
bar charts vibes 3-grams 2 1 How do we know our AI output is good? Double checks, bar charts, vibes, and training data.
2 uses
bartz anthropic ruling 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
2 uses
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1 use
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2 uses
beige tech microsite 3-grams 2 1 On AI-driven Job Apocalypses and Collective Bargaining for Information
2 uses
benefit private actors 3-grams 2 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
best case scenario 3-grams 2 2 Bing Rewards for the AI Age
1 use
better data rules 3-grams 2 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
blog post details 3-grams 2 1 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
2 uses
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2 uses
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2 uses
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2 uses
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2 uses
capable ai systems 3-grams 2 2 Data Leverage Recap: December 2022 - April 2023
1 use
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2 uses
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2 uses
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2 uses
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2 uses
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2 uses
clearly anti social 3-grams 2 1 AI Labs Should Open Source Data Protection Technologies
2 uses
co inference utility 3-grams 2 2 How collective bargaining for information, public AI, and HCI research all fit together
1 use
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2 uses
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1 use
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2 uses
collective bargaining around 3-grams 2 2 Is Zuckerberg right to say that your specific creative work has no value to AI?
1 use
community led evaluation 3-grams 2 1 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
2 uses
computational social science 3-grams 2 2 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
1 use
consumers push back 3-grams 2 2 Selling AGI like AG1: Will Consumers Push Back Against Proprietary Blends of Herbs and of Data?
1 use
content format length 3-grams 2 1 Google and TikTok rank bundles of information; ChatGPT ranks grains.
2 uses
contribution evaluation record 3-grams 2 1 Attestation across the AI Supply Chain
2 uses
create feedback loops 3-grams 2 2 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
1 use
cs professor website 3-grams 2 1 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
2 uses
current data paradigm 3-grams 2 2 AI Labs Should Open Source Data Protection Technologies
1 use
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1 use
data attribution task 3-grams 2 2 The Paradox of Reuse, Language Models Edition
1 use
data centric ai 3-grams 2 2 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
1 use
data centric research 3-grams 2 2 Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators
1 use
data deals tracker 3-grams 2 2 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
1 use
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2 uses
data dividends report 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
2 uses
data flow building 3-grams 2 2 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
1 use
data flow problem 3-grams 2 2 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
1 use
data generating activity 3-grams 2 1 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
2 uses
data hungry ai 3-grams 2 2 Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity
1 use
data intermediary organizations 3-grams 2 2 AI Labs Should Open Source Data Protection Technologies
1 use
data leverage angle 3-grams 2 1 AI is driving the cost of polish down; some musings on fancy versus terse artifacts
2 uses
data leverage campaigns 3-grams 2 1 A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI
2 uses
data leverage posts 3-grams 2 2 Attestation across the AI Supply Chain
1 use
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2 uses
data licensing contract 3-grams 2 2 Public AI, Data Appraisal, and Data Debates
1 use
data mixture experiments 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
2 uses
data protection techniques 3-grams 2 1 AI Labs Should Open Source Data Protection Technologies
2 uses
data related social 3-grams 2 1 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
2 uses
data rules clear 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
2 uses
data rules piece 3-grams 2 1 Attestation across the AI Supply Chain
2 uses
data strike impact 3-grams 2 1 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
2 uses
data transparency laws 3-grams 2 2 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
1 use
data valuation experiments 3-grams 2 2 Tipping Points for Content Ecosystems
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data valuation infrastructure 3-grams 2 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
data value estimates 3-grams 2 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
data workers inquiry 3-grams 2 2 Attestation across the AI Supply Chain
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de facto carve 3-grams 2 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
decision making around 3-grams 2 2 Public AI, Data Appraisal, and Data Debates
1 use
deep research agents 3-grams 2 1 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
2 uses
deep research release 3-grams 2 1 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
2 uses
deployed ai systems 3-grams 2 1 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
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design decisions etc 3-grams 2 2 Public AI, Data Appraisal, and Data Debates
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designed incentive systems 3-grams 2 1 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
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determining ai capabilities 3-grams 2 1 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
2 uses
directed knowledge contribution 3-grams 2 1 Tipping Points for Content Ecosystems
2 uses
dispossession economic harms 3-grams 2 1 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
2 uses
distribute utility widely 3-grams 2 1 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
2 uses
dividend proposal sanders 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
2 uses
dividends report data 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
2 uses
double check every 3-grams 2 1 How do we know our AI output is good? Double checks, bar charts, vibes, and training data.
2 uses
double checks bar 3-grams 2 1 How do we know our AI output is good? Double checks, bar charts, vibes, and training data.
2 uses
economic harms via 3-grams 2 1 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
2 uses
economically valuable work 3-grams 2 1 On AI-driven Job Apocalypses and Collective Bargaining for Information
2 uses
ecosystem frontier ai 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
2 uses
edited english wikipedia 3-grams 2 2 Don’t give OpenAI all the credit for GPT-3: You might have helped create the latest “astonishing” advance in AI too
1 use
effective altruism forum 3-grams 2 1 On AI-driven Job Apocalypses and Collective Bargaining for Information
2 uses
enable certain types 3-grams 2 1 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
2 uses
enable collective bargaining 3-grams 2 2 How collective bargaining for information, public AI, and HCI research all fit together
1 use
english language wikipedia 3-grams 2 1 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
2 uses
enterprise wikimedia enterprise 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
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et al arxiv 3-grams 2 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
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eval data leverage 3-grams 2 2 How do we know our AI output is good? Double checks, bar charts, vibes, and training data.
1 use
evaluating deep research 3-grams 2 1 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
2 uses
evaluation record output 3-grams 2 1 Attestation across the AI Supply Chain
2 uses
every frontier model 3-grams 2 2 Two natural allies of a "Data Transparency" agenda: capabilities forecasters and social simulators
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examples please let 3-grams 2 2 AI Technologies are System Maps, and You are a Cartographer
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explained data points 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
2 uses
facto carve outs 3-grams 2 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
film noir fans 3-grams 2 1 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
2 uses
fine grained data 3-grams 2 2 Evaluation Data Leverage: Advances like "Deep Research" Highlight a Looming Opportunity for Bargaining Power
1 use
firms like mercor 3-grams 2 1 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
2 uses
first step towards 3-grams 2 2 Plural AI Data Alignment
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fit models stage 3-grams 2 1 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
2 uses
fortune sacks ai 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
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forward data strategy 3-grams 2 2 Attestation across the AI Supply Chain
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free tier users 3-grams 2 2 The Coding Agent Data Deal
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full supply chain 3-grams 2 1 Attestation across the AI Supply Chain
2 uses
funds nber ai 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
2 uses
future data creation 3-grams 2 2 Tipping Points for Content Ecosystems
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generative ai tools 3-grams 2 1 Google and TikTok rank bundles of information; ChatGPT ranks grains.
2 uses
get 6b tokens 3-grams 2 1 Tipping Points for Content Ecosystems
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giant ranking exercise 3-grams 2 1 Google and TikTok rank bundles of information; ChatGPT ranks grains.
2 uses
giving people agency 3-grams 2 2 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
1 use
going around house 3-grams 2 1 Building a Data Pipeworks for Democratic AI: From Human Knowledge to Records to AI Systems
2 uses
group level data 3-grams 2 2 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
1 use
growth investment diffusion 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
2 uses
harms via competition 3-grams 2 1 A Harbinger of the Future of Content? The New York Times Starts a Data Strike
2 uses
harry potter books 3-grams 2 1 Will the New York Times Data Strike Have a Large Impact on ChatGPT?
2 uses
harvard business review 3-grams 2 1 On AI-driven Job Apocalypses and Collective Bargaining for Information
2 uses
hayes et al 3-grams 2 1 How do we know our AI output is good? Double checks, bar charts, vibes, and training data.
2 uses
help prevent ai 3-grams 2 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
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high quality data 3-grams 2 2 Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity
1 use
high value contributions 3-grams 2 1 The Paradox of Reuse in 2026: A Case of Quasi-Enclosure, or "Subsidized Club Goods that Sort of Look Like Public Goods"
2 uses
higher stakes domains 3-grams 2 1 Attestation across the AI Supply Chain
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highly capable ai 3-grams 2 2 A Short Guide to Data Strikes and Conscious Data Contribution in the Context of 2026 Frontier AI
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idealized supervised learning 3-grams 2 1 The AI "Evaluation Crisis" Is an Opportunity to Get Data Flow Right
2 uses
implement something like 3-grams 2 2 Data Leverage Recap: December 2022 - April 2023
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individual data creators 3-grams 2 2 Reddit, StackOverflow, and Europe: All Trending Towards Data Dignity
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industry self governance 3-grams 2 1 Attestation across the AI Supply Chain
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information retrieval systems 3-grams 2 1 Bing Rewards for the AI Age
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informational playing field 3-grams 2 1 Public AI, Data Appraisal, and Data Debates
2 uses
innovation public mandates 3-grams 2 2 AI Artist or AI Art Thief? Innovation, Public Mandates, and the Case for Talking in Terms of Leverage
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internet based book 3-grams 2 1 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
2 uses
ip issue model 3-grams 2 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
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issue model builders 3-grams 2 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses
jacob thebault spieker 3-grams 2 2 Tipping Points for Content Ecosystems
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kaplan scaling laws 3-grams 2 1 AI Dividends Without Taxing Compute, Automation, or Equity: A Presumptive Commons-Rent Tax Based on Capabilities and Data Dependence
2 uses
key data source 3-grams 2 1 ChatGPT is Awesome and Scary: You Deserve Credit for the Good Parts (and Might Help Fix the Bad Parts)
2 uses
kittur et al 3-grams 2 2 Bing Rewards for the AI Age
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knowledge free culture 3-grams 2 1 Almost Everybody -- Including Both Data Creators and AI Companies -- Stands to Benefit from Clearer "Data Rules".
2 uses