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Zhemal Khamidun

Daily editorial selection of the top AI news from 50+ sources.

10099 articles

Anthropic lets six METR auditors into its office, with the right to publish reports without a veto
Business·Anthropic Blog

Anthropic lets six METR auditors into its office, with the right to publish reports without a veto

Oct 22, 2026·3 min
Claude Traced the Origin of the NIST ECDSA Curve Seeds in Half an Hour
Research

Claude Traced the Origin of the NIST ECDSA Curve Seeds in Half an Hour

Oct 22, 2026·3 min
Claude Mythos 5 designs quantum circuits that beat published records
Business

Claude Mythos 5 designs quantum circuits that beat published records

Oct 22, 2026·2 min
Anthropic compares AI expectations: 91% of its employees and 39% of Americans expect a Nobel-level discovery by 2030
LLM

Anthropic compares AI expectations: 91% of its employees and 39% of Americans expect a Nobel-level discovery by 2030

Oct 22, 2026·3 min
Anthropic: AI Agents Now Outnumber Employees 6 to 1, and Junior Hiring Is Shrinking
Business·Anthropic Research

Anthropic: AI Agents Now Outnumber Employees 6 to 1, and Junior Hiring Is Shrinking

Two Anthropic reports: by August 2026 the company has six times more AI agents than people, juniors make up a shrinking share of hires, and 91% of staff expect an…

Oct 22, 2026·2 min
LILIE teaches image generation through language, cutting gFD from 66.84 to 53.01
LLM·Hugging Face Daily Papers

LILIE teaches image generation through language, cutting gFD from 66.84 to 53.01

LILIE's reversible encoder gives a generative model a language signal instead of a purely pixel-based loss: gFD on GPIC drops by about 14 points, and code and…

Oct 22, 2026·2 min
Researchers Propose CBE: Six GPT and Qwen Models Fail a Competence Test
LLM·Hugging Face Daily Papers

Researchers Propose CBE: Six GPT and Qwen Models Fail a Competence Test

The new CBE protocol tests not accuracy on a single task set, but whether a model's logic holds up as complexity grows and phrasing changes. Six GPT and Qwen models…

Oct 22, 2026·2 min
A no-hair theorem for transformers: the prompt is forgotten as t^-α, α≈0.55–0.7
Research·Hugging Face Daily Papers

A no-hair theorem for transformers: the prompt is forgotten as t^-α, α≈0.55–0.7

After t tokens, the distance between hidden states of different prompts decays as t^-α. Trained models show α≈0.55–0.7; the proven bound is O(P(log t)^{L-1}/t).

Oct 22, 2026·2 min
Top themes
01Huginn Beats Ouro on All 10 Benchmarks in Looped LLM ComparisonOct 22, 2026·2 min02MOSS-Image: Open 5B Model Renders Long Text with 96.3% CoverageOct 22, 2026·2 min03MIST shows video world models don't forget; they fail to carry out the commandOct 22, 2026·2 min04"Wait" in Reasoning Models Turns Out to Be Inherited from Data, Not Discovered by RLOct 22, 2026·3 min05Vercel Shop Reaches GA: Shopify Storefronts Learn to Sell to AI AgentsOct 22, 2026·3 min
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·Jiqizhixin (机器之心)

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 Blog

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·Jiqizhixin (机器之心)

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
Changing the definition of "unsafe" moves a guardrail score from 0 to 100 with 0.03% of weights
Research·Hugging Face Daily Papers

Changing the definition of "unsafe" moves a guardrail score from 0 to 100 with 0.03% of weights

Oct 22, 2026·3 min
Anthropic to put 5% of its shares into a Public Benefit Fund, with the stake growing as the company grows
Business·Anthropic Blog

Anthropic to put 5% of its shares into a Public Benefit Fund, with the stake growing as the company grows

Oct 22, 2026·2 min
Researchers Propose Anti-Persistence: LLM Agent Memory Without Stored Rules
Research·Hugging Face Daily Papers

Researchers Propose Anti-Persistence: LLM Agent Memory Without Stored Rules

Oct 22, 2026·2 min
3D Scene Generation: DiT Works in a 3D Latent and Encodes a Scene in 1K Tokens
Research·Hugging Face Daily Papers

3D Scene Generation: DiT Works in a 3D Latent and Encodes a Scene in 1K Tokens

Oct 22, 2026·2 min
POPE audit: the choice of "yes/no" tokens shifts LLaVA-1.5 F1 by 6.13 points
Research·Hugging Face Daily Papers

POPE audit: the choice of "yes/no" tokens shifts LLaVA-1.5 F1 by 6.13 points

Oct 22, 2026·2 min
6M-Parameter DRLM Solves Sudoku-Extreme 93.9% of the Time Without a Reverse Diffusion Step
Research

6M-Parameter DRLM Solves Sudoku-Extreme 93.9% of the Time Without a Reverse Diffusion Step

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

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

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

Anthropic studied its own workforce: the junior share of technical hires fell from 27% to 9%, and interactive agents logged 6x more hours than employees by August.

Oct 22, 2026·3 min
TokenGate Speeds Up LLM Prefill by Up to 11.3x with Learned Token Pruning
Business·Hugging Face Daily Papers

TokenGate Speeds Up LLM Prefill by Up to 11.3x with Learned Token Pruning

A small TokenGate module teaches Qwen3 and Qwen3.5 to skip unneeded tokens in long contexts: TTFT is 1.4–11.3x faster and peak memory is 1.5–3.4x lower, with no…

Oct 22, 2026·2 min