2026-11-05 AI 日报

开源项目

1. KenKaiii/gg-framework

   The coding agent that gets more out of your AI subscription. Fastest and leanest of 20 agents tested, with unlimited local search of real open-source code.

2. googleworkspace/cli

   Google Workspace CLI — one command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. Dynamically built from Google Discovery Service.…

3. HandsOnLLM/Hands-On-Large-Language-Models

   Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

4. egoist/kero

   A cross-platform native terminal app optimized for agents

5. Duecki1/CalibRaw

   Free, open-source RAW editor for Linux, Android, Windows and macOS. GPU-accelerated, non-destructive, with masks, HDR merge and local AI.

6. awslabs/aidlc-workflows

   AI-Driven Life Cycle (AI-DLC) adaptive workflow steering rules for AI coding agents

7. melgarafael/DeskcommCRM

   Open-source AI sales OS — self-hosted CRM with native AI agents + WhatsApp (WAHA). Open alternative to Kommo, Octadesk & Intercom for any business that sells…

8. NVIDIA/accelerated-computing-hub

   NVIDIA curated collection of educational resources related to general purpose GPU programming.

9. ys-ll/uniterm

   All-in-one terminal covering 30+ protocols — SSH, RDP, SFTP, databases, Kubernetes and more. With a built-in AI Agent that runs multi-turn shell commands…

10. labmlai/annotated_deep_learning_paper_implementations

    🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...),…

论文

1. From Pixels to Actions - Towards Native Vision-Language-Action Policies

   Vision-language-action models are typically built on a simple premise: perception is first compressed by visual encoders, and action reasoning begins only…

2. Turns Matter: Advancing Streaming Video RL via Turn-Level Credit

   Streaming video understanding requires models to repeatedly decide whether to respond or continue observing. Recently, Group Relative Policy Optimization…

3. GameVerse: A Minute-Scale Gameplay Dataset for Long-Horizon Interactive World Modeling

   Recent advances in interactive world models have made it possible to generate controllable, dynamic environments from action inputs. Yet current models…

4. Solv3R: 3D Looped Transformer as a Multi-view Solver

   Classical structure-from-motion reconstruction proceeds iteratively, refining camera poses and scene geometry from a current estimate. This allows maps to…

5. What Does Multi-Turn Reinforcement Learning Really Improve in LLM Agents?

   While multi-turn agentic reinforcement learning (RL) excels on long-horizon tasks, its performance gains remain highly sensitive to interaction constraints.…

6. EmoReward: Self-Evolving Reward Calibration for Emotional Video Generation RL

   Group Relative Policy Optimization (GRPO) has advanced generative model post-training in verifiable domains such as code and mathematics, but evaluating video…

7. FrontierPhysics: Evaluating Agents for End-to-End Physics Research

   AI agents are playing an increasingly important role in physics research. However, existing physics benchmarks only evaluate fixed questions, isolated…

8. StreamDuo: A Live Commentator and a Research Agent for Unseen Games

   Streaming video LLMs can now commentate live gameplay, but they are trained and tested on the same games. We study cross-game streaming commentary, in which a…

9. PyRUA-DataFarm: LLM Agent as a Cost-Efficient Teleoperator for Real-Ready Robot Data

   Teleoperation remains the default way to collect robot demonstrations, but every episode costs robot and operator time, and every new task starts from…

10. SpecOPD: Branch-Parallel On-Policy Distillation for Speculative Decoding

    Speculative decoding (SD) accelerates large language model inference by reducing the sequential cost of token-by-token generation. Advanced SD methods reduce…

行业新闻

本统计日暂无条目。

社区动态

本统计日暂无条目。

官方发布

1. Released GPT-Image-2.6 Sunburst and GPT-Image-2.6 Flare for image generation and editing, with adjustable complexity,…

   Released GPT-Image-2.6 Sunburst and GPT-Image-2.6 Flare for image generation and editing, with adjustable complexity, SVG generation, and animated GIF…

2. moonshotai/Kimi-K3.1-Pro

   image-text-to-text

3. Introducing Images 2.6

   Images 2.6 brings faster image generation, GIF creation, more precise editing, and new API controls across ChatGPT, Codex, and the API.

4. Expanded Office and OpenDocument file support

   The Gemini API now accepts PowerPoint 97-2003 (PPT), OpenDocument Presentation (ODP), and OpenDocument Spreadsheet (ODS) files as input, and adds page-image…

5. More file types and file URIs in function responses

   Tools can now return Office and OpenDocument files, audio, and video to the model. GenerateContent API: Function response parts now accept audio, video, and…

6. OpenAI to acquire Pierre Computer Company, Inc.

   OpenAI will acquire Pierre Computer Company, expanding Codex’s tools for building, understanding, and reviewing code.

7. Voice remixing for Gemini 3.8 TTS

   Released Voice remixing, which lets you modify an existing prebuilt or designed voice using natural-language instructions to create a new, independent stored…

8. grok-imagine-image-quality retired

   Requests to grok-imagine-image-quality and grok-imagine-image-pro are now served by grok-imagine-image-2.0-low: grok-imagine-image-2.0 with quality set to…

9. Text generated by Claude Mythos 5, Claude Opus 4.7, and Claude Sonnet 4.6 carries Anthropic’s text watermark on the…

   Text generated by Claude Mythos 5, Claude Opus 4.7, and Claude Sonnet 4.6 carries Anthropic’s text watermark on the platforms listed in How Claude marks…

10. Long conversations and agent loops on the Messages API can now send smaller requests and get a lower time to first…

    Long conversations and agent loops on the Messages API can now send smaller requests and get a lower time to first token with message threads, in beta with…