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.

2,364 searchable experts 2,966 tracked across all sources
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The developments commanding sustained expert attention

One card per development. Sources are clustered; expert reactions remain attributable.

Established Evaluation & benchmarks Analysis 3d ago
AI evaluations broken Manheim talk

Why AI Evaluations Are Broken and How to Fix Them (with David Manheim)

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
David Manheim

“I was really happy to appear on the @futureoflife.org podcast this week to talk about @evals-consensus.ai and the challenges of evaluations of AI systems, along with discussions of Goodhart's law, AIxBiosecurity, AI persuasion, forecasting, and human oversi…”

Primary source youtu.be ↗
Established Models & releases Resource 4d ago
LLM future economics interactive companion

The Future Economics of LLMs — Interactive Companion

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered
David Manheim

“I keep seeing claims AI companies will get rich, or won't make any money, or that open source models will be cheaper and undercut prices, and similar claims that ignore the simple fact that the economic pricing power is all about compute and token generatio…”

Primary source davidmanheim.com ↗