2026-10-02 AI 日报

Qwen3.8-Flash-Next on any consumer hardware: one-click install for Windows / Linux. Strata inference engine, OpenAI/Anthropic API on localhost, optional image…

A native control plane for Claude Code, Codex, Cursor, Devin and other coding agents.

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

Build your own network of agents from Claude Code, Codex and Pi: persistent teams with roles, shared context and owned work.

Pre-indexed code knowledge graph, auto syncs on code changes, for Claude Code, Codex, Gemini, Cursor, OpenCode, AntiGravity, Kiro, CoPilot, and Hermes Agent —…

World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI…

Fully automatic censorship removal for language models

Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, security risks, prompt injection, data exfiltration, and supply-chain risks…

🪨 why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman.

Streaming video LLMs must retain evidence before its relevance to future tasks is known and respond when sufficient evidence becomes available. The challenge…

Discrete diffusion language models offer a compelling alternative to autoregressive generation for tasks demanding bidirectional reasoning and global…

Large language model (LLM) agents can now undertake increasingly complex tasks, but the way they organize interaction history into memory does not ensure a…

How can a world model continuously observe regions beyond the actor's current view? Video world models simulate how an environment evolves from an agent's…

An emerging hypothesis about reinforcement learning (RL) post-training of large language models (LLMs) is that it merely sharpens existing behaviors of a base…

Video generation has rapidly progressed from short, low-quality clips to high-resolution, long-duration sequences with complex spatiotemporal dynamics.…

Programmable world models separate executable dynamics from visual generation, offering a promising foundation for next-generation game engines. However,…

On-policy learning has been argued to reduce catastrophic forgetting, produce sparser parameter updates, and improve generalisation. However, existing…

Multi-reward guided reinforcement learning (i.e., RL) offers a promising way to improve joint audio-video diffusion models along several complementary…

Robots that learn from a few demonstrations often require two forms of generalization. Compositional generalization recombines skills to solve new tasks, and…

Summary: In this guest post, Prof. Matthew Schwartz returns to describe a new approach to AI-accelerated science. In Vibe Physics, Schwartz discussed…

This is a genuine problem that I hear from senior engineers. I'm looking for a solution. -- The quality of ai-generated code is <censored> (claude, agy,…

Project Suncatcher has liftoff! ☀️🚀 Announced last year, this moonshot project explores if we can one day host machine learning infrastructure in space.…

Qwen Flash Next now uses less VRAM

Try Grok 4.7 in Ramp Router, now 50% off until October 6th

article: https://huggingface.co/blog/ggml-org/decision-models-in-llamacpp Now you can jev without jev https://huggingface.co/ggml-org/OpenJev-GGUF…

**DISCLAIMER** THE PREFILLING TPS SHOWN ON THE PHONE IS COMPUTED ONLY FOR THE LAYERS IT HOLDS. ALREADY FIXING IT TO SHOW END-TO-END PREFILL RATE. NUMBERS…

Dear LLM developers community, I have just released four open-source projects today that let an application use the Laya model directly, with no server and no…

Gemini 4 Argon has been added to the Gemini API docs. Hopefully we might see a public release upcoming week.

In our #NeurIPS2026 paper “ Topological Out-of-Domain Generalization in Dynamical Systems Reconstruction ” (preprint: https://arxiv.org/abs/2606.22969) we try…

Suppose you’re recording a human plugging a cable into a socket to collect demonstrations for robot learning. The hand tracker captures the approach…

I built a bench for a photo-to-Blender agent (the model writes and runs Blender Python to rebuild a photo as an editable scene) and ran 14 models through it.…

Announcing Gemini 4 Argon, our frontier model for real-world coding, enterprise knowledge work, and cyber defense, rolling out soon.

Meet GPT-6.1 Sol: near-Astra intelligence for coding, computer use, and professional work at one-fifth of Astra’s standard API input and output token prices.

grok-voice-transcribe-1.0 is deprecated and reaches end of life on October 2, 2026. All requests to that slug are routed to grok-voice-transcribe-2.0 at the…

We've launched Claude Sonnet 5.5 (claude-sonnet-5-5). It's available on the Claude API, Claude in Amazon Bedrock, Claude Platform on AWS, Claude on Google…

GPT-6 Astra completed a 50-tab tax workbook twice as fast as GPT-5.6 Sol, and its stronger understanding of user intent gives Basis more confidence in…

Dots by OpenAI are proactive assistants that can keep working across complex projects and everyday tasks. Learn how dots help you stay in control while work…

Anthropic is investing $100 million in Claude Frontier Academy to train 10,000 Frontier Deployed Engineers by the end of 2027, with cohorts from Accenture,…

Z.ai GLM 5.3 (zai-glm-5-3) is now Generally Available.

Guest author Prof. Matthew Schwartz describes what happened when he stopped fighting Claude and allowed Claude to find “Claude-shaped” problems: ones best…

Here are Google’s latest AI updates from September 2026