Expert attention map

The Who's Who of AI

What credible people across AI noticed, why it matters, and where the field is converging or disagreeing.

2,397 searchable experts 4,280 tracked across all sources
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Showing developments with attributable Research & technical analysis reactions.

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Showing signals surfaced by Stella Biderman ×

What is moving across the network now

One card per development. Sources are clustered; reaction bundles describe these posts, never the people behind them.

Established AI research Research 6d ago
⚡ 3054 h early
AI training dynamics science position paper

Position: Don't Just "Fix it in Post": A Science of AI Must Study Training Dynamics

2 experts are actively discussing the implications.

Why this matches Research & technical analysis reaction 2 attributable expert contributions · Stella Biderman, SE Gyges
“Read the full paper: arxiv.org/abs/2606.06533 or come listen to our oral @icmlconf.bsky.social! Huge thanks to my co-authors @aflah02101.bsky.social Niloofar @catherinearnett.bsky.social @fbarez.bsky.social @nsaphra.bsky.social Stay tuned for a related work…” evidence ↗
2 experts 2 communities 1 sources clustered
How the network is reacting 2 experts are emphasizing research & technical analysis.
Shared emphasis

Research & technical analysis

2 experts

Evidence, methods and technical implications.

“Read the full paper: arxiv.org/abs/2606.06533 or come listen to our oral @icmlconf.bsky.social! Huge thanks to my co-authors @aflah02101.bsky.social Niloofar @catherinearnett.bsky.social @fbarez.bsky.social @nsaphra.bsky.social Stay tuned for a related work…”

2 experts discussed this · 16 posts
Stella Biderman: Read the full paper: arxiv.org/abs/2606.06533 or come listen to our oral @icmlconf.bsky.social! Huge thanks to my co-authors @aflah02101.bsky.social Niloofar @catherinearnett.bsky.social @fbarez.bs…
Stella Biderman: Part of why post hoc analysis dominates: it's the only thing most researchers CAN do. Almost no one releases intermediate checkpoints or training data. we built MultiBERT and Pythia to set a better…
Stella Biderman: A common issue with position papers is that they leave the reader wondering “okay, but what should I actually do”? To address this we provide open problems on a wide variety of topics throughout to…
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Established AI field signal Resource 5d ago
Common Pile v0.1 dataset release

The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text

1 directory member surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Stella Biderman
“Note that the total openly licensed and public domain data seems to still be growing due to the fact that every year we generate more data even if many sites are restricting use. We discuss this in our recent paper on building open training corpora arxiv.or…” evidence ↗
1 expert 1 community 1 sources clustered

“Note that the total openly licensed and public domain data seems to still be growing due to the fact that every year we generate more data even if many sites are restricting use. We discuss this in our recent paper on building open training corpora arxiv.or…”

Established Policy & governance Research 5d ago
AI data consent rapid decline paper

Consent in Crisis: The Rapid Decline of the AI Data Commons

1 directory member surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Stella Biderman
“See also our work on how previously open websites are becoming much more closed, documented “Consent in Crisis: The Rapid Decline of the AI Data Commons” arxiv.org/abs/2407.14933” evidence ↗
1 expert 1 community 1 sources clustered

“See also our work on how previously open websites are becoming much more closed, documented “Consent in Crisis: The Rapid Decline of the AI Data Commons” arxiv.org/abs/2407.14933”

What experts are discussing without an anchoring article

2 experts · 4 posts · 6d ago
Matches Research & technical analysis
“Everyone else claims that AI is massively accelerating their research and meanwhile my ChatGPT can’t update a spreadsheet without both breaking the formatting and changing the convention I had been…” evidence ↗
Stella Biderman: Everyone else claims that AI is massively accelerating their research and meanwhile my ChatGPT can’t update a spreadsheet without both breaking the formatting and changing the convention I had been…
Stella Biderman: Literally while I was writing this Dot (which I just decided to try out) couldn’t figure out what my response meant in this screenshot. Do y’all just put up with incredibly incompetent AI assistant…
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