2026-10-12 AI 日报

Reverse engineer anything with agents, from app behavior down to native binaries.

Fully autonomous AI Agents system capable of performing complex penetration testing tasks

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Use Claude Code, Codex, VSCode, Pi, and OpenCode (and 6 other harnesses) for free (1.3B+ free tokens) from your terminal, app, IDE, or phone, and now from the…

AirLLM 2.8T LLM inference with single 4GB GPU

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

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via…

Editorial diagram design for Claude Code, Codex, GitHub Copilot, Cursor, Factory Droid, and Pi. 44 diagram types. Self-contained HTML + SVG. No shadows. No…

7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints. All behind one /v1 endpoint, plus any custom OpenAI-compatible endpoint. Smart…

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of…

Multimodal language models (MLLMs) exhibit promising spatial reasoning capabilities, yet the internal mechanisms supporting them remain poorly understood. We…

Online reinforcement learning (RL) fine-tunes diffusion models with black-box rewards, but reverse-process methods such as Flow-GRPO are limited in efficiency…

Humans effortlessly react to the world; they adeptly return a tennis shot, catch a falling cup, step aside from a passing cart, or pass a box tossed during…

Computer-use agents (CUAs) are rapidly improving, yet synthesizing diverse and reliable software environments at scale remains challenging. Native application…

Recursive self-improvement (RSI) aims to transform interaction experience into persistent improvements, yet external feedback is costly and world-model…

Multimodal large language models have become the dominant paradigm for visual understanding, but incur substantial costs by encoding inputs into dense,…

Continual learning requires models to accumulate past experience and transfer it to new tasks. Despite substantial research on continual learning, existing…

Recent joint video-audio generation models have achieved strong semantic correspondence and temporal synchronization. However, applications such as AR/VR and…

Coding agents are increasingly used to build programs from scratch as software engineers do rather than to resolve issues within a repository or to generate a…

Computer-use agents can perform increasingly complex GUI tasks, yet unfamiliar software and workflows requiring human domain knowledge remain challenging.…

Our experiments suggest that small AI models may be months away from being capable enough to self-replicate on commercial IoT devices, like smart ovens and…

arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that…

Anyone who has even tangentially associated with computer programming knows that modern AI coding assistants and agents can be incredibly efficient at…

In recent months, we’ve made substantial progress on reducing the effectiveness of distillation attacks on Claude using new methods, as we outline in this…

Over the last few months, we’ve made significant progress in reducing the effectiveness of distillation attacks against Claude. In this post, we explain how:…

Grok is now part of The X Subscription. Get Grok, Cursor, and X Premium benefits in one plan starting at $8/month, with five tiers to choose from. Subscribe…

Introducing QwenGyre, bringing elastic RL to extreme-long-horizon (XLong) agent training. ✨ It launches with two core designs: 🥳 - Elastic Scheduler:…

We’re excited to introduce the Muse Wonder series with Muse Wonder and Muse Wonder Full, our most capable models yet. Both are frontier models, built to…

MiniMax's President of Global Business, Linda Sheng, spoke today at the inaugural DBS Asia Future Forward Conference 2026 in Singapore. 🇸🇬 Alongside her was…

Muse Wonder is benchmaxxed. Meta says it beats the competition on the key benchmarks. On the BridgeBench lava lamp test it built a red cylinder. No glass. No…

Latest Antigravity Update officially mentions Gemini 4 Argon (Low, Medium, High). https://t.co/R10nAqdXP4

Most conversations I see on various AI subreddits start from the assumption that AGI/RSI/ASI is possible, we're on the way right now, and that things will be…

Paper: Looped Diffusion Transformer (arXiv 2609.40305, 30 Sep). Instead of making a text-to-image DiT bigger, it runs a shared group of transformer blocks…

Our experiments suggest that small AI models may be only months away from being capable enough to self-replicate on commercial IoT devices, like Android TVs…

GPT‑6 is rolling out globally in ChatGPT with Intelligent UI, delivering faster responses with visuals and interactive experiences you can explore and use…

Illicit distillation allows model developers to copy frontier AI capabilities without creating proportionally robust safeguards. Here, we describe how we’ve…

text-to-image

Using GPT-6 Astra in Codex, Asana made its browser agent 76x cheaper and 5x faster in tests to offer customers more capable models.

We've launched Claude Haiku 5.5 (claude-haiku-5-5), our most capable model tuned for high-volume and latency-sensitive work. It has a 1M token context window,…

automatic-speech-recognition

text-classification

OpenAI publishes new results on open problems in mathematics from an internal frontier model and shares Lean proof formalizations and research details on…