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.

New Network reaction maps

See how experts are reacting—not just what they shared.

Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

Showing signals surfaced by David Picard ×

What is moving across the network now

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

New AI field signal Signal 11h ago
⚡ 7 h early

Rethinking Video Autoencoders for Interactive World Models

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · David Picard
“🚨 New work with Adrien Ramanana, @nicolasdufour.bsky.social, Yutong Bai and Patrick Pérez collab @kyutai-labs.bsky.social CADRE: Rethinking Video Autoencoders for Interactive World Models We investigate what makes a good world model codec 📜 arxiv.org/abs/26…” evidence ↗
2 experts 1 community 1 sources clustered

“🚨 New work with Adrien Ramanana, @nicolasdufour.bsky.social, Yutong Bai and Patrick Pérez collab @kyutai-labs.bsky.social CADRE: Rethinking Video Autoencoders for Interactive World Models We investigate what makes a good world model codec 📜 arxiv.org/abs/26…”

Developing AI research Research 1d ago
⚡ 3 h early
predict-project-renoise diffusion hard constraints paper

Predict-Project-Renoise: Sampling Diffusion Models under Hard Constraints

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · Gilles Louppe
“Today my PhD student (for one last day) @orochman.bsky.social is defending his thesis on neural emulators. Check out his latest paper on sampling diffusion models under hard constraints arxiv.org/abs/2601.21033 (NeurIPS 2026)” evidence ↗
2 experts 1 community 1 sources clustered

“Today my PhD student (for one last day) @orochman.bsky.social is defending his thesis on neural emulators. Check out his latest paper on sampling diffusion models under hard constraints arxiv.org/abs/2601.21033 (NeurIPS 2026)”

Developing AI research Resource 1d ago
MICCAI PhD positions structure-aware ML announced

Two PhD Positions in Structure-Aware Machine Learning - MICCAI Society

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · ELLIS
“🏹 Job alert: 2 PhD Researchers in Machine Learning & Medical Image Analysis at Scads AI, Leipzig University 📍 Leipzig 🇩🇪 ⏰ 31 December 🔗 https://bit.ly/4z2MSyk” evidence ↗
2 experts 2 communities 2 sources clustered

“🏹 Job alert: 2 PhD Researchers in Machine Learning & Medical Image Analysis at Scads AI, Leipzig University 📍 Leipzig 🇩🇪 ⏰ 31 December 🔗 https://bit.ly/4z2MSyk”

Established AI research Resource 3d ago
⚡ 194 h early
ELLIS PhD program 2026 applications open

ELLIS PhD Program: Call for Applications 2026

5 experts across 3 network communities independently surfaced this.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · ELLIS
“🚨 Apply now for the #ELLISPhD Program! 🎓 Work with leading AI/ML researchers across Europe, with exchange visits & joint supervision. The application deadline is 31 Oct. Get all info & apply now at ellis.eu/news/ellis-p...” evidence ↗
5 experts 3 communities 1 sources clustered
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Markets & investment

1 expert

Capital, companies and commercial impact.

“Funding schemes: ELLIS - European Laboratory for Learning and Intelligent Systems 31 October 2026 ellis.eu/news/ellis-p... Dependable and Deployable AI for Robotics 27 November 2026 www.cdt-d2air.uk/apply Designing Responsible Natural Language Processing 30…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“🚨 Apply now for the #ELLISPhD Program! 🎓 Work with leading AI/ML researchers across Europe, with exchange visits & joint supervision. The application deadline is 31 Oct. Get all info & apply now at ellis.eu/news/ellis-p...”

Established AI field signal Signal 3d ago
⚡ 9 h early

Dino Forcing Flow Models: Do not denoise what you can predict

2 directory members surfaced this signal.

Why this matches Research & technical analysis reaction 1 attributable expert contribution · David Picard
“🚨 New preprint: "Dino Forcing Flow Models: Do not denoise what you can predict" @arrijitghosh.bsky.social @lucasdegeorge.bsky.social P. Couairon, A.A. Efros, @vickykalogeiton.bsky.social and me 📜 arxiv.org/abs/2610.11751 🖥️ arijit-hub.github.io/projects/din…” evidence ↗
2 experts 2 communities 1 sources clustered

“🚨 New preprint: "Dino Forcing Flow Models: Do not denoise what you can predict" @arrijitghosh.bsky.social @lucasdegeorge.bsky.social P. Couairon, A.A. Efros, @vickykalogeiton.bsky.social and me 📜 arxiv.org/abs/2610.11751 🖥️ arijit-hub.github.io/projects/din…”

What experts are discussing without an anchoring article

3 experts · 5 posts · 3d ago
Matches Research & technical analysis
“One solution: normalize desk-rejections. After a fast first assessment, papers are either desk-rejected, or go to full review. The current conf peer-review system has desk rejects as the exception,…” evidence ↗
Shared emphasis Research & technical analysis · 2
Clément Canonne: One solution: normalize desk-rejections. After a fast first assessment, papers are either desk-rejected, or go to full review. The current conf peer-review system has desk rejects as the exception,…
Clément Canonne: It does sting to get a desk rejection after one week. What else does? Waiting 4+ months for the same rejection, with a 2-line review (or, worse, an entirely AI-generated one). If you're not going t…
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