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Research & technical analysis
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Shared emphasis Self-confessed Fabrications and Rise of TBDs Research & technical analysis · 2 attributable reactions
Showing signals surfaced by Christian Wolf ×
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The developments commanding sustained expert attention

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

New AI field signal Analysis 11h ago
research self-confessed fabrications rise

Self-confessed Fabrications and Rise of TBDs

4 experts across 3 network communities independently surfaced this.

4 experts 3 communities 1 sources clustered
Naomi Saphra Marc Lanctot Gautam Kamath Christian Wolf
How the network is reacting 2 experts are emphasizing research & technical analysis.
Shared emphasis

Research & technical analysis

2 experts

Evidence, methods and technical implications.

“How do you tell if authors fabricated their research results? Sometimes: they just tell you. Read, e.g., this caption carefully. Another banger of a post by my friend Nihar B. Shah on his blog, where he found at least 20+ such #ICLR2027 submissions: researc…”

3 experts discussed this · 3 posts
Gautam Kamath: How do you tell if authors fabricated their research results? Sometimes: they just tell you. Read, e.g., this caption carefully. Another banger of a post by my friend Nihar B. Shah on his blog, whe…
Naomi Saphra: How do you tell if authors fabricated their research results? Sometimes: they just tell you. Read, e.g., this caption carefully. Another banger of a post by my friend Nihar B. Shah on his blog, whe…
samuel mehr: oopsies
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Primary source researchonresearch.blog ↗
Established AI field signal Signal 4d ago
⚡ 9 h early

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

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered
Christian Wolf 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…”

Primary source arxiv.org ↗
Established Models & releases Signal 18d ago
⚡ 6 h early

Procedural Core: A Compact Recurrent Initialization for Vision Transformers

2 directory members surfaced this signal.

2 experts 2 communities 1 sources clustered
Christian Wolf David Picard

“Procedural Core: A Compact Recurrent Initialization for Vision Transformers By @damienteney.bsky.social 's group Idea: train a ViT with parameters tied over layers (="recurrent ViT") on abstract procedurally data. Then initialise models of ANY arch (!) with…”

Primary source arxiv.org ↗
Established Models & releases Signal 18d ago
⚡ 2527 h early

Compressing Observation History into Agent Memory: Distilling Transformers into Recurrent Transformers

2 directory members surfaced this signal.

2 experts 1 community 1 sources clustered
Christian Wolf Andrei Bursuc

“Having fun with Blender ... Distilling context transformers into recurrent transformers: arxiv.org/abs/2606.21562 @weinzaepfelp.bsky.social @mbsariyildiz.bsky.social”

Primary source arxiv.org ↗
Debates gaining attention

What experts are discussing without an anchoring article

3 experts · 12 posts · 18d ago
Naomi Saphra Christian Wolf Shubhendu Trivedi
Multiple readings Building & implementation · 1 Opportunity & adoption · 1 Questions & unknowns · 1
Shubhendu Trivedi: The past month or so, I came across people here raising a ruckus about some articles being AI written, by people who were clearly in situations of distress and needed to write what they thought, to…
Shubhendu Trivedi: Caught this within the 6-8 minutes of scrolling, then searched for said writings, and it was broader. Some were even making it about water usage and pollution. 🤣
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3 experts · 5 posts · 18d ago
Marc Lanctot Christian Wolf David Picard
Reaction converging Research & technical analysis · 3
David Picard: 6 papers to review for ICLR. Fair game. It's a lot, but I understand I have to contribute, sure. But 16 days to do it is just bad. I won't be able to deliver the best review I can do in such a shor…
Christian Wolf: I have only 3 but now I receive invites from ACs to receive additional papers.... ?!?
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