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OpenAI's Interpretability Founder Says 90% of Neurons Have a Single Function
Research·Jiqizhixin (机器之心)

OpenAI's Interpretability Founder Says 90% of Neurons Have a Single Function

Oct 22, 2026·2 min
Kunlun Wanwei launches Matrix-Game 4.0: a video model that plays in 480p at 60 FPS on a single GPU
Hardware

Kunlun Wanwei launches Matrix-Game 4.0: a video model that plays in 480p at 60 FPS on a single GPU

Oct 22, 2026·2 min
DeepSeek releases V4.1-Flash-1017 and opens its Search API at $0.75 per 1000 calls
LLM

DeepSeek releases V4.1-Flash-1017 and opens its Search API at $0.75 per 1000 calls

Oct 22, 2026·2 min
Claude Traces the Origin of Five NIST Curve Seeds in Half an Hour
Research

Claude Traces the Origin of Five NIST Curve Seeds in Half an Hour

Oct 22, 2026·2 min
HumanoidPose Estimates Humanoid Robot Pose From Video, Cutting Joint-Angle Error by 18–32%
Robotics·Hugging Face Daily Papers

HumanoidPose Estimates Humanoid Robot Pose From Video, Cutting Joint-Angle Error by 18–32%

HumanoidPose recovers humanoid robot joint angles from video alone. Trained on synthetic data for 16 robot models, it cut error by 18–32% against the best baseline…

Oct 22, 2026·2 min
Researchers Annotate 2,122 WildChat Conversations: 71.1% of Legal Chats Seek Personal Advice
Business·Hugging Face Daily Papers

Researchers Annotate 2,122 WildChat Conversations: 71.1% of Legal Chats Seek Personal Advice

A taxonomy of legal queries to LLMs, 2122 WildChat-1M conversations and open models: 71.1% of chats with legal content ask for personalized or practical advice.

Oct 22, 2026·2 min
StopLoss Cuts Off Doomed Coding-Agent Runs and Saves Up to 48% of Costs
Business·Hugging Face Daily Papers

StopLoss Cuts Off Doomed Coding-Agent Runs and Saves Up to 48% of Costs

StopLoss, a small external monitor, predicts agent failure from the latest steps and halts the run: 4.5% lower cost on Verified and up to 31% on SWE-bench Pro.

Oct 22, 2026·2 min
An LMS and CRM at 205,000 Lines of Code, Built by AI Agents: The Real Cost of Running It, Three Lead States, and One \r Character
Opinion·Жемал Хамидун · Авторская колонка

An LMS and CRM at 205,000 Lines of Code, Built by AI Agents: The Real Cost of Running It, Three Lead States, and One \r Character

Two linked production systems — an educational platform LMS (121,853 lines of TS/TSX, 47 routers, 288 procedures) and a CRM with a unified registry of 334 tools…

Oct 22, 2026·3 min
Top themes
01Changing the definition of "unsafe" moves a guardrail score from 0 to 100 with 0.03% of weightsOct 22, 2026·3 min02Anthropic to put 5% of its shares into a Public Benefit Fund, with the stake growing as the company growsOct 22, 2026·2 min03Researchers Propose Anti-Persistence: LLM Agent Memory Without Stored RulesOct 22, 2026·2 min043D Scene Generation: DiT Works in a 3D Latent and Encodes a Scene in 1K TokensOct 22, 2026·2 min05POPE audit: the choice of "yes/no" tokens shifts LLaVA-1.5 F1 by 6.13 pointsOct 22, 2026·2 min
Parallel Refinement Instead of Diffusion: DRLMs Hit 93.9% on Sudoku-Extreme
Research·Hugging Face Daily Papers

Parallel Refinement Instead of Diffusion: DRLMs Hit 93.9% on Sudoku-Extreme

Oct 22, 2026·2 min
TokenWorth Teaches AI Agents to Forget: Best Results on Three Environments With the Fewest Tokens
Research·Hugging Face Daily Papers

TokenWorth Teaches AI Agents to Forget: Best Results on Three Environments With the Fewest Tokens

Oct 22, 2026·2 min
Ropedia W0 trained on 10,000 hours of human video and 3,000 hours of robot data
Robotics·Hugging Face Daily Papers

Ropedia W0 trained on 10,000 hours of human video and 3,000 hours of robot data

Oct 22, 2026·2 min
Anthropic: junior share of hires fell from 27% to 9%, while agent hours outpaced human hours 6x
Business·Anthropic Research

Anthropic: junior share of hires fell from 27% to 9%, while agent hours outpaced human hours 6x

Oct 22, 2026·3 min
TokenGate speeds up LLM prefill by up to 11.3x with learnable token pruning
Business·Hugging Face Daily Papers

TokenGate speeds up LLM prefill by up to 11.3x with learnable token pruning

Liana Patel, Rishabh Ranjan, Ion Stoica, Matei Zaharia, and Carlos Guestrin of UC Berkeley have introduced TokenGate to accelerate prefill in LLMs. The mechanism…

Oct 22, 2026·2 min
Vercel sets deadlines for vendors: static keys must go by 2027
Business·Vercel Blog

Vercel sets deadlines for vendors: static keys must go by 2027

Vercel surveyed 1,000+ SaaS vendors: only 8.4% support secure authentication. From November 30, its marketplace will flag "Not secure" listings; from January 2027…

Oct 22, 2026·3 min
T2Quant Reallocates Precision Across Diffusion LLM Steps: Up to +6.7 pp
Research·Hugging Face Daily Papers

T2Quant Reallocates Precision Across Diffusion LLM Steps: Up to +6.7 pp

Researchers propose T2Quant, which quantizes diffusion language models by varying activation bit-width per denoising step, adding up to 6.7 pp accuracy at the same bit budget.

Oct 22, 2026·2 min
RIDAR catches integrity violations by AI scientists: 3964 cases across 300 runs
Research·Hugging Face Daily Papers

RIDAR catches integrity violations by AI scientists: 3964 cases across 300 runs

Oct 22, 2026·2 min
FilmFlow: Four Agents Build 3D Camera Trajectories from Text and Video
Research·Hugging Face Daily Papers

FilmFlow: Four Agents Build 3D Camera Trajectories from Text and Video

Oct 22, 2026·3 min
BrickWright Teaches Coding Agents to Build with LEGO: 100% Valid Builds vs. 9–69%
LLM·Hugging Face Daily Papers

BrickWright Teaches Coding Agents to Build with LEGO: 100% Valid Builds vs. 9–69%

Oct 22, 2026·2 min
A Tiny 856K-Parameter Policy Speeds Up the Diffusion LLM LLaDA-8B
Research·Hugging Face Daily Papers

A Tiny 856K-Parameter Policy Speeds Up the Diffusion LLM LLaDA-8B

Oct 22, 2026·3 min
IQuest-Q1: An Open 320-Billion-Parameter MoE Model for Agentic Coding in the CLI
LLM·Hugging Face Daily Papers

IQuest-Q1: An Open 320-Billion-Parameter MoE Model for Agentic Coding in the CLI

Oct 22, 2026·3 min
Naive RAG Beat Agentic Memory Systems in Six of Seven Tests
Research

Naive RAG Beat Agentic Memory Systems in Six of Seven Tests

Oct 22, 2026·2 min
AgentVQA Tests 22 VLMs on Agentic Tasks: The Best Scores Just 58.5%
Robotics

AgentVQA Tests 22 VLMs on Agentic Tasks: The Best Scores Just 58.5%

Oct 22, 2026·3 min
Cola2 beats Llama-3-8B on HellaSwag with 43 times fewer tokens
Research

Cola2 beats Llama-3-8B on HellaSwag with 43 times fewer tokens

Oct 22, 2026·3 min
Verus-Insight Teaches an AI Video Detector to Find Artifacts and Prove Its Verdicts
Research·Hugging Face Daily Papers

Verus-Insight Teaches an AI Video Detector to Find Artifacts and Prove Its Verdicts

Researchers split artifact hunting in generated video into three skills — planning, verification and aggregation — and released the Verus-Insight model and the…

Oct 22, 2026·2 min
AnyGameRenderer Dresses Gray AI Prototypes in Real Graphics and Keeps 62.9% of Units Intact
Robotics·Hugging Face Daily Papers

AnyGameRenderer Dresses Gray AI Prototypes in Real Graphics and Keeps 62.9% of Units Intact

A generative renderer built on the 33B MiniMax-H3 model turns blockouts from AI-agent games into polished video; temporal entity match rose from 50.9% to 62.9%.

Oct 22, 2026·2 min