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 signals surfaced by Manoel Horta Ribeiro ×

The developments commanding sustained expert attention

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

Established Agents & robotics Research 8d ago
⚡ 8 h early
RLVR solution mode collapse paper

Measuring and Mitigating Solution Mode Collapse in RLVR

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered

“George Pólya famously said that `it is better to solve one problem five different ways than five problems one way.' He'd be sad to learn what we found: RLVR pushes LLMs in exactly the opposite direction, toward solving each problem in just one way! 📜: arxiv…”

Established Agents & robotics Research 17d ago
⚡ 3 h early
AI agents synthesize scientific conclusions paper

Can AI Agents Synthesize Scientific Conclusions?

2 directory members surfaced this signal.

2 experts 1 community 2 sources clustered

“🚨SciConBench accepted at #NeurIPS2026! Paper: arxiv.org/abs/2606.11337 Can AI *synthesize* scientific conclusions in health? We find that, on medical conclusions, we are far from it! Check out our live dashboard: sciconbench.cs.princeton.edu led by @hayoung…”

Developing AI research Research 1d ago
Bonsai personalized social media feeds paper

Bonsai: Intentional and Personalized Social Media Feeds

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“The law doesn't force a choice between surveillance-driven feeds and an unusable firehose. A large design space remains, and my lab works on intentional feeds, for example, with Bonsai (CHI 2026). arxiv.org/abs/2509.10776”

Established AI field signal Analysis 18d ago
Mottes Baileys Stochastic Parrots AI rhetoric essay

Of Mottes, Baileys, and Stochastic Parrots 🦜

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered

“New blog post! I argue that the “stochastic parrots” metaphor dismisses LLM capabilities by reducing them to “haphazardly stitching together” text... ...but retreats to the trivially true claim that LLMs predict the next token when challenged. doomscrolling…”

“doomscrollingbabel.manoel.xyz/p/of-mottes-... most of you are better off reading this than arguing with whoever on here”

Established Models & releases Research 11d ago
WikiVault reshapes Korean Wikipedia

When the Commons Appropriates a Large Language Model: How WikiVault Reshaped Korean Wikipedia

1 directory member surfaced this signal.

1 expert 1 community 1 sources clustered

“What can other communities learn from WikiVault? We discuss how communities can navigate the uncertainties of adopting LLMs, learn from their use, and adapt governance along the way. Read more about these lessons and open questions in our preprint! 📄 arxiv.…”