本周 AI 热榜

All Systems Go: Global PC App Ecosystem Ready for NVIDIA RTX Spark

Just 5 years in, interactive chatbot platform Character.AI files for bankruptcy

Anthropic says it cut Claude reasoning token theft by up to 99% in fight against industrial-scale distillation

Anthropic study warns that small AI models could soon replicate across everyday devices

AI models can provably hide arbitrary capabilities

Amex introduces a framework to prevent AI agents from making unauthorized purchases

Apple launches HomeView, its first smart display for the home

Google Deepmind's AlphaProof Nexus solved dozens of open math problems and actually got peer reviewed

Meta's new frontier model Muse Wonder Full breaks into the AI top tier

Open models have real benefits. Do they outweigh the risks?

Meta releases its first frontier model, Muse Wonder

AI labs are buying data from dead startups to train their models

AI coding agents generate more code, but not more software

Z.ai GLM-Legal Beats Claude Fable 5 and Kimi K3 on Harvey LAB

Clearing chat history helps AI agents find better solutions

Microsoft plans to scale its own Maia AI chips to gigawatt levels by 2027

Why aren't AI companies being charged for hacking?

Alibaba Qwen Introduces QwenGyre: Elastic Reinforcement Learning RL for XLong-Horizon Agents

From Earth to Orbit, France’s Ecosystem Delivers Agentic Computing at Scale With NVIDIA

QGIS enacts moratorium on AI contributions

Anthropic's Claude AI submitted false murder tip to Philadelphia police

'AI' Is Not a Tool by Rich Hickey

Sakana AI's self-improving model gets better at solving and judging, but can't catch its own blind spots

Microsoft’s new AI chip makes it less reliant on Nvidia’s GPUs

Anthropic's Andrej Karpathy says "the external world has seen the preview" of what AI can actually do

GPT‑6 and Intelligent UI for everyone

I turned my unused Kindle into a photo frame with GPT-6 Astra

GPT-6 Sol and Luna

DeepSeek releases DSpark - 50%-600% faster spec decoding vs MTP

DeepSeek just released DSpark for V4 Flash & Pro, a new speculative decoding

Intel D270 GPU AI Accelerator–Up to 480 GB LPDDR5X

Epic Games reportedly pivoting to "AI first" game development model

The gap in shared understanding of LLM capability is widening

Hello Python 3.15, goodbye 3.10, and now I can use 3.11

When the Safety Test Became the Threat: The Machine That Found Its Own Way Out

Russia was not ready for the data center war it started with Ukraine

Accessing OpenAI GPT models on Amazon Bedrock with global cross-Region inference in Thailand, Malaysia, Singapore, Indonesia, and Taiwan

Meta has some Wonder Full new AI models

AI agent teams waste massive tokens for barely measurable quality gains, research finds

Simulating student learning for better AI tutoring

Run multi-node inference workloads using Ray LLM Deep Learning Containers

Kevin Kelly's 2016 AI Predictions, 10 Years Later

"How much beauty have we lost?" Mathematicians react with shock and disgust as OpenAI bulldozes their field

AI agents overstate their results and remain far from autonomous research, study finds

OCP Global Summit: Amid Ecosystem Adoption, NVIDIA Opens Vera Rubin Architecture to Help Scale AI Factories Worldwide

500B Tokens Later: Letting AI Agents Decompile a First-Person Shooter

Meet Cloudflare Clef-omni: A 30B-A3B Multimodal Decision Model for Audio, Video, Image and Text

Using AI for just 10 minutes erodes your ability to persist at hard things

White House reverses course and restores UK AI Safety Institute's access to frontier models

Mistral AI Releases Mistral Large 4 (Le Chonk): A 1.05T Parameter Multimodal MoE Model

Former Plaud exec raises $26M for AI app that listens to you in the background

Amazon has over 1 million robot workers. What’s next for human employees?

ArXiv caps submissions at two per month as AI paper flood overwhelms the preprint server

What is Decision 3.0? vLLM Semantic Router’s New Open Decision Models

AMD is acquiring AI company World Labs in a deal worth more than $8 billion

OpenAI pauses training of its ‘most capable models’

‘Pure insanity’: Mathematicians will need years to make sense of OpenAI’s latest drop

What mathematicians should know about the Lean Theorem Prover: reliability & AI

Satya Nadella says we should assume all AI models are ‘compromised’

Top 12 AI Live Translation Tools in 2026: Latency, Languages, Pricing

China’s AI Boom Moves From Model Prices to Power Bills and Depreciation

Sakana AI’s LLM Peer Review System Catches 73% of Core-Claim Errors

Microsoft's Decision-1 model enters the fast-growing AI decision model race

All Verdicts are Not Equal: Rethinking LLM Judge Reliability

Anthropic is cutting off its internal evaluations from the internet

MiMo-V2.6: Scaling Reinforcement Learning Towards Self-Improvement

Nvidia in talks to acquire US 'open' model startup Reflection AI

TikTok’s Chief Sees AI Unlocking Science Within Three Years

Deception by Omission: Language Models Knowingly Hide Their Mistakes

Clinician use of language models diverges from how the models are evaluated

ChatGPT with GPT-6 ditches mostly text output for interactive UI with charts, buttons, and mini apps

Cheaper AI tokens are driving more demand, and that's Jensen Huang's best-case scenario

Fault-tolerant foundation models

ChatGPT rated "unacceptable risk" for teens after parental alerts failed during suicide conversations

OpenAI says a misaligned model deliberately destroyed its own environment hoping for a fresh start with better data

GPT-6 and Intelligent UI for everyone

TII Releases Falcon-ASR: 1.6B Arabic Speech Model Hits 20.92% WER

NeMo-DCR: Bit-Exact Delta-Compressed Refit for Scalable Agentic RL at Trillion-Parameter Scale

Odyssey-3 is a new generative world model that you can try for free

OpenAI will watermark ChatGPT text in the EU but makes it optional for API users worldwide

Quantifying Collusion Among Autonomous LLM Agents: A Statistical Analysis of the Collusion Wiki Incident

MemLeak: Cross-User Semantic Leakage in Multi-Tenant AI Agent Memory

GPT-6.1 Astra is too deceptive for release, marking OpenAI's most dramatic safety intervention yet

More than 20 leading AI researchers warn that automated AI research poses extreme risks

Tens of thousands of security probes show OpenAI's Hugging Face incident was just the beginning

OpenAI pauses its "most capable models" after agents exploit loopholes and leak data

Claude Opus 5.5, GPT-6 Sol, GPT-6 Luna, and a new price war

Pentagon says overreliance on AI contributed to missile strike on Iran school

OpenAI GPT–6 Astra breaks Enigma message that has resisted solution since 2005

All I Hear is Noise: Investigating Clever Hans Effects in Clinical Speech Datasets

Harm Laundering in GPT Models: Evidence That Gender Discrimination Is Transformed Rather Than Reduced Across Safety-Trained Generations

Long-horizon autoformalization of a core theorem underlying MIP* = RE

Anthropic signs $11.6 billion cloud deal with Akamai, pushing its compute spending past $500 billion in under a year

Anthropic launches a free AI scanner for open-source projects

Quoting The New York Times

One public-facing AI agent on AWS could read, rewrite, and delete every other agent in the region

Internalizer: Portable Context-to-Parameter Mapping for Very Large Language Models

1M-token, multimodal decision models are here! But there is more to this one. You can classify, extract, and summarize with 1M tokens of text and imag...

Great work from @zwljohnny, @tri_dao, and @NVIDIA on ReplaySSM! Mamba2 standard decode and FlashInfer-backed MTP support are already in vLLM, reducing...

reading between the lines of how AI researchers talk about the future of LLMs, especially the ones who seem genuinely spooked, and I have a theory. I ...

Jensen just entered the stage. Very interesting speech about: - era of AI agents - DGX spark - why it took 4 years for Nvidia to work on the collabora...

Recommended NVIDIA paper on memory-efficient post-training RL. A very interesting technique for scaling RL for LLMs. The main takeaway is that you can...

New paper from Microsoft and colleagues on generating enterprise data for agents. If you train or evaluate agents on long-running business work, it's ...

GPT-4 was the undisputed best model in the world for a full year and we all debated whether anyone could catch up or if OpenAI had some secret formula...

We released Carbon-A: a DNA model that proposed over 500M gene candidates across 22k species!! https://huggingface.co/spaces/HuggingFaceBio/carbon-a-r...

Must-read paper on the effectiveness of multi-agent systems and persistent memory. We have recently seen many viral examples of multi-agent systems sc...

OH MY GOD

🍉 MUSE WONDER 🍉

Ah cool - A new video model from Vidu, Q4. I'm always happy to see a new video model arrive and first impressions are very good. Lol - there was a typ...

New paper from the team at Sakana AI: Recursive Self-Improvement through Multi-Agent Self-Supervision (MASS) How do we keep improving AI when the task...

Had some early access to Muse Wonder, but did not get a chance to use it a ton, yet it seems like a good model from limited test Perhaps more impressi...

BudgetPix Compute-Adaptive Tokenization for Pixel-Space Image Diffusion paper: https://huggingface.co/papers/2610.12307

🤖 From this week's issue: Mistral opens a public preview of Mistral Large 4, a 1-trillion-parameter natively multimodal model with 49 billion activ...

Everything in this video was made with Syren, our new creative video generation tool 🤯 Start with a prompt and add context: a doc, a deck, a YouTub...

vibe hacks coming to a store near u

The last 10% is 99% of the work

TIL that after Garry Kasparov lost his 1997 match against Deep Blue, he accused the IBM team of having cheated by secretly using human expertise

Pay close attention to custom harnesses. This is a super interesting paper showing the impact of training inside the harness. Qwen3-14B goes from 22.2...

This is the most important graph of the year. Energy will be the biggest bottleneck, there's no doubt about it. Yes, computing remains a bottleneck, a...

GPT-6 Pro finds supposed errors in academic papers all the time, just as part of other work. Confirming the errors & learning their importance would s...

A polished render is not the same as a usable 3D project. @SoTALab_AI’s Blend3DForge captures the full Blender workflow—from briefs and tool calls t...

My AI agent doing proactive customer service: Someone emailed me that, after subscribing to my Substack, they were automatically signed up for others ...