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2026-10-15 AI 日报

统计日时区:America/Los_Angeles · 已结算

xerj-org/xerj · abcwyc/pi-agent-desktop · lightseekorg/tokenspeed

在应用中阅读本期

开源项目

  1. xerj-org/xerj

    XERJ is the new way for AI to search data. Its autoindex capability activates agents to know your data without the token waste of grep and sed. One command…

  2. abcwyc/pi-agent-desktop

    Pi — A cross-platform AI coding agent, bringing the Claude Code experience to your desktop. No environment setup, no terminal commands. Download and start…

  3. lightseekorg/tokenspeed

    TokenSpeed is a speed-of-light LLM inference engine.

  4. morluto/rea

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

  5. anthropics/claude-plugins-official

    Official, Anthropic-managed directory of high quality Claude Code Plugins.

  6. jasonxu114514/opencode2api

    A Go-based OpenCode Zen / Zen Go API proxy with OpenAI & Anthropic API compatibility, key/proxy pooling, automatic routing, and WebUI.

  7. ruvnet/ruflo

    🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive…

  8. K-Dense-AI/scientific-agent-skills

    Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus…

  9. MadsLorentzen/ai-job-search

    The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep…

  10. google/artemis

    ARTEMIS turns natural-language instructions into reliable Android automation. It automates end-to-end workflows, captures logs, and integrates seamlessly with…

论文

  1. Any Time, Any Space: A World-State-Centric Framework for Agentic Video Generation

    Long-form agentic video generation must turn a screenplay into shots that remain spatially and temporally consistent across nonconsecutive requests. Passing…

  2. Player-1: Learning to Play from Synthetic Experience

    Computer-use agents have demonstrated strong capabilities in interpreting screens and executing keyboard and mouse actions. However, games, with their…

  3. Doc2Harness: Benchmarking LLMs on Long-Horizon Harness Engineering of Coding Agents

    Agents driven by large language models are increasingly deployed on long-horizon tasks, where they use tools and modify real workspaces. How well they perform…

  4. More Methods, Better Agents? A Reality Check on Self-Distillation in Agentic Reinforcement Learning

    Self-distillation in agentic reinforcement learning has produced a growing number of methods. However, existing evaluations often reuse published baseline…

  5. Beyond Domain-Routed Supervision: Cross-Teacher Guarding for Multi-Teacher On-Policy Distillation

    Multi-teacher on-policy distillation (MOPD) extends on-policy distillation (OPD) by routing domain-specific data to specialized teachers, integrating their…

  6. LensErase: A Foundation Model for Erase Anything

    We introduce LensErase, a general-purpose mask-based Erase Anything foundation model designed to cover a broad spectrum of real-world erase scenarios.…

  7. Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory

    Multimodal models and agents have emerged to enable AI systems to learn from and interact with the real world more like humans by integrating information…

  8. LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation

    Looped Mixture-of-Experts (MoE) models combine parameter reuse with sparse computation to improve performance under matched budgets. Prior work demonstrates…

  9. Towards Agentic Robots: Model, Data, Environment, and Harness

    Foundation models are driving a paradigm shift in robotic intelligence, moving beyond low-level action prediction to goal-directed orchestration of data…

  10. Recovering Reliable Supervision via Critique-Guided On-Policy Distillation

    On-policy distillation (OPD) trains a student model on its own rollouts with token-level supervision from a teacher, assuming that the teacher can reach a…

行业新闻

  1. Neural networks are clean

    https://twitter.com/nickcammarata/status/2110757819427574056

  2. More on Anthropic's Scion ripping off Mononoke

    Redesigning source control at Anthropic - https://news.ycombinator.com/item?id=50073633 (996 comments) Anthropic's Scion is heavily inspired by Mononoke -…

  3. An update on independent evaluators

    Last month, we committed to stronger independent, third-party assessment of our models and safety practices. We also signed the White House Accord on Super…

  4. Sergey Brin says Google's AI models are reaching recursive self-improvement

  5. ChatGPT Targets Ads to You Based on Your Prompts, Phone Number, and Email

  6. Aidlc: Adaptive workflow steering rules for AI coding agents

  7. Accenture Tells Employees to Spend Only $29 on Claude per Month

  8. Frontier Pre-Training at Microsoft AI

  9. Flux 3 Image Klein

    We’re on a journey to advance and democratize artificial intelligence through open source and open science.

  10. How to be more ambitious: A tutorial for humans with models

社区动态

  1. We’ve committed to having evaluators assess our safety practices.

    We’ve committed to having evaluators assess our safety practices. We're in discussions with multiple organizations, and have now given employee-like access to…

  2. Applications are now open for two new Anthropic Fellowships.

    Applications are now open for two new Anthropic Fellowships. STEM Fellows (science and engineering) and Conceptual Reasoning Fellows (philosophy, cognitive…

  3. interpretability might be the most important scientific problem in the world right now, as I don't think we can solve…

    interpretability might be the most important scientific problem in the world right now, as I don't think we can solve alignment if we don't know what we're…

  4. New voices.

    New voices. Better accents. And less "checking..." GPT-Live-1.1 brings these updates to Voice in ChatGPT, Codex, and dots, with new voices in French, German,…

  5. We want to support the mathematics community in turning progress in AI into deeper human understanding and new…

    We want to support the mathematics community in turning progress in AI into deeper human understanding and new discoveries. To support that goal, we are…

  6. We’re rolling out Gemini 4 Argon in Antigravity to paid Google AI Pro subscribers today.

    We’re rolling out Gemini 4 Argon in Antigravity to paid Google AI Pro subscribers today. Demand has been incredible and we've scaled capacity deliberately to…

  7. 137B A6.8B model from Microsoft?

    this is actually interesting: https://commandline.microsoft.com/local-models-sandboxed-tools-github-windows/ Microsoft AI developed a local version of MAI…

  8. ibm-granite/granite-switch-4.1 30B/8B

    Granite Switch 4.1 30B 📝 Read the launch blog: Granite Switch 4.1: Chat, Decisions, and Speech from One Endpoint Model Summary: Granite Switch 4.1 30B is a…

  9. SynthID has been named one of @TIME's Best Inventions of 2026.

    SynthID has been named one of @TIME's Best Inventions of 2026. With over 180 billion images and videos already watermarked, it’s making it easier for people…

  10. Introducing Muse Spark Open: the most capable US open-weight model to date

    Hey r/LocalLlama - Today we’re excited to release Muse Spark Open, the most capable US open-weight model to date. Built for coding and agentic work, it excels…

官方发布

  1. Fast mode for Claude Opus 5.5 is now available on Claude in Microsoft Foundry for deployments hosted on Azure.

    Fast mode for Claude Opus 5.5 is now available on Claude in Microsoft Foundry for deployments hosted on Azure.

  2. codex 0.163.0

    New Features Open /config to search preferences across categories, change supported settings immediately, and see which changes require a restart. (#52990,…

  3. An update on independent evaluators

    To evaluate the safety of our systems, Anthropic is giving employee-like access to a team from METR, a nonprofit that evaluates frontier AI models, and we're…

  4. Introducing Grok Voice 3.0

  5. mistralai/Timestral-123M

    time-series-forecasting

  6. mistralai/Timestral-28M

    time-series-forecasting

  7. mistralai/Timestral-5M

    time-series-forecasting

  8. Gemini 4 Argon: Built to solve your hardest problems

    We’re giving developers, enterprises, scientists, and consumers access to Gemini 4 Argon, our latest frontier model.

  9. Evaluating AI agents: moving past the vibe check

    A practical engineering guide and reference architecture for establishing continuous evaluation pipelines for multi-turn AI agents using Gemini Enterprise…

  10. GPT-Live-1.1 and new voices in ChatGPT

    We’re rolling out GPT-Live-1.1 and GPT-Live-1.1 Quip, a mini version of the model, in ChatGPT Voice, with more natural accents across languages. Live also…