AI Resonance · 阅读最新日报 · AI 入门推荐

2026-11-04 AI 日报

统计日时区:America/Los_Angeles · 尚未结算

morluto/rea · deepseek-ai/deepseek-harness · affaan-m/ECC

在应用中阅读本期

开源项目

  1. morluto/rea

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

  2. deepseek-ai/deepseek-harness

    DeepSeek Harness: Everything is a Plugin.

  3. affaan-m/ECC

    The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode,…

  4. stablyai/orca

    Orca is the place for working with a fleet of agents (e.g. Grok Bot, Claude Code). Run any coding agent with your own subscription. Available on desktop,…

  5. DietrichGebert/ponytail

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

  6. rtk-ai/rtk

    CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

  7. Panniantong/Agent-Reach

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

  8. Graphify-Labs/graphify

    Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and…

  9. github/copilot-cli

    GitHub Copilot CLI brings the power of Copilot coding agent directly to your terminal.

  10. NirDiamant/agents-towards-production

    End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

论文

  1. Route Anything: A Study of Model and Policy Routing for General-Purpose AI Systems

    Artificial general intelligence (AGI) requires a method that can understand, generate, reason, and act across diverse domains and modalities. Rather than…

  2. Axion 1.0: Open Agent Foundation Models, Simplified

    We introduce Axion 1.0, a fully open agent foundation model that combines strong and broad agentic capabilities with a remarkably simple training recipe.…

  3. ToolSpace: Scaling Tool-Centric Environment Synthesis for Long-Horizon Agents

    Large language models are deployed as long-horizon agents that compose diverse tools across MCP services into executable workflows. Existing MCP…

  4. Words Caught in the Heart: Simulating Person-Specific Expression for Self-Opaque Clients in Psychotherapy

    Psychotherapy clients may experience distress before they can coherently describe it, and their expression changes with emotion, perceived safety, and trust.…

  5. MoviEdit: Long-form Multi-Shot Video Editing Made Easy

    Long-form multi-shot video editing requires an intended edit to remain coherent across abrupt changes in scene, viewpoint, and subject appearance, while…

  6. Behind Video Generation: Observations and Insights on Multimodal Understanding from Kling

    Video generation has progressed from isolated clips to coherent short-form audiovisual sequences, and the bottleneck is shifting from rendering to semantic…

  7. WebHarbor: Docking Real Websites for Evolving GUI Agent Environments

    GUI web agents require realistic and interactive environments that remain stable during both evaluation and training. Live website evaluation suffers from…

  8. RoboColosseum: Evaluating Physical Intelligence at Scale In-The-Wild

    General-purpose robot policies must work across robots, tasks, and environments, yet the variation that makes physical trials informative also makes them…

  9. DreamX: Video Diffusion Model is a Universal Latent Action Learner

    Learning a universal action representation from video requires modeling dynamics that are consistent across different executions of the same action yet…

  10. SpecPilot: Autonomous Algorithm Discovery and Systems Optimization for Speculative Decoding

    Speculative decoding accelerates memory-bound LLM decoding with a lightweight drafter, and parallel drafters extend this speedup by drafting a whole block in…

行业新闻

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    社区动态

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      官方发布

      1. 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…

      2. 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…

      3. Agentic cheminformatics with Google Antigravity

        Learn how Google Antigravity and our Cheminformatics Skills accelerate drug discovery workflows, search compounds, and propose novel rigidified macrocycles.

      4. Scaling Git at OpenAI

        How OpenAI built Pando, a Git-compatible backend designed for the scale of development that Codex makes possible.

      5. Accelerating engineering for the physical world

        Discover how ChatGPT and Codex are helping engineers accelerate CAD, PCB design, simulation, and other workflows across the physical world.

      6. Released GPT-6 Rosalind, bringing specialized biological reasoning with scientific tool use to complex life sciences…

        Released GPT-6 Rosalind, bringing specialized biological reasoning with scientific tool use to complex life sciences research. Access is available to…

      7. Cost per task: Using cheap classifiers to route across Gemini models and thinking levels

        Per-token API prices keep falling, yet engineering bills for autonomous coding agents keep climbing....

      8. Gemini 2.5 Flash deprecation

        gemini-2.5-flash is deprecated and is no longer available to select in Google AI Studio. Effective December 1, 2026, all API requests to gemini-2.5-flash will…

      9. 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…

      10. Le Chonk: Built for Coders, Trusted by Defenders.

        The weights of Mistral Large 4 (Le Chonk) are now open. A 1T parameter multimodal model, and best open-weight model for coding, trained in Europe.