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2026-11-09 AI 日报

统计日时区:America/Los_Angeles · 尚未结算

affaan-m/ECC · deepseek-ai/deepseek-harness · Graphify-Labs/graphify

在应用中阅读本期

开源项目

  1. affaan-m/ECC

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

  2. deepseek-ai/deepseek-harness

    DeepSeek Harness: Everything is a Plugin.

  3. 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…

  4. snarktank/ralph

    Ralph is an autonomous AI agent loop that runs repeatedly until all PRD items are complete.

  5. ed-donner/agents

    Repo for the Complete Agentic AI Engineering Course

  6. JakeATX/llamAmpere

    llama.cpp fork for significantly improved performance on Ampere generation Nvidia cards (especially RTX 3090 / 3090 Ti): example: 110+ tok/s over a 100K-token…

  7. microsoft/BitNet

    Official inference framework for 1-bit LLMs

  8. kdlbs/kandev

    AI Kanban & Development Environment. Orchestrate multiple agents, review changes, open PRs. Multi-provider, self-hostable, no telemetry.

  9. ageron/handson-mlp

    A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, PyTorch, and Hugging…

  10. microsoft/ML-For-Beginners

    12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

论文

  1. SplatAnything: Gaussian Spacing Normalization for Feed-forward 3DGS across Arbitrary Scenes

    We identify a key limitation of existing feed-forward 3DGS methods: Gaussian attributes are typically predicted in a radial-distance-normalized space that…

  2. Confucius4-R2T2: A Stable-Prefix Streaming ASR Model for Real Real-Time Transcription

    Streaming speech recognition is increasingly consumed by machines, such as translators and voice agents, that act on each token as it appears. A token that is…

  3. P^2-MOPD: Accelerating Multi-Teacher On-Policy Distillation via Parameter Priors

    Multi-teacher on-policy distillation consolidates expert capabilities by supervising student-generated trajectories, whereas task arithmetic offers a…

  4. EvoWorld: Towards Out-of-Sight World Evolution in Generative Video Models

    Generative video models are increasingly used as visual world simulators, yet their primary strength lies in rendering plausible pixels rather than reasoning…

  5. LongBanana: An Expert-Verified Benchmark for Long-Context Multi-Reference Image Synthesis

    We introduce LongBanana, to our knowledge the first expert-designed and expert-verified benchmark for long-context multi-reference image synthesis in the age…

  6. Beneath the Surface: What We Overlook When We Talk About Agent Evolution

    Agent harness evolution enables recursive self-improvement (RSI) without updating model weights. We examine whether higher benchmark scores yield reliable,…

  7. Video-Coder: Reinforcing Agentic Coding for Video Generation

    Recent years have witnessed remarkable progress in video generation in terms of visual quality and temporal consistency. However, generating videos with…

  8. Fast and Exact Relative-Position Attention via Structure-Aware Kernels

    Relative-position attention mechanisms offer compelling alternatives to RoPE across various transformer architectures, delivering superior performance in…

  9. AgentBaton: Efficient Model Collaboration in Agentic Tasks

    Solving long-horizon agentic tasks requires language agents to interact with their environments over multiple steps, and reliable performance often comes from…

  10. Exploring Weight-Space Programming: Capabilities, Generalization, and Limitations

    Weight-Space Programming (WSP) enables reasoning agents to directly inspect and modify neural network parameters, offering an alternative to gradient-based…

行业新闻

  1. ChatGPT Desktop forwards your SSH agent to remote machines

    The agent running on a remote machine can authenticate using your local SSH credentials. That means it can push to your private repos on GitHub, for example.…

  2. 6 Hours of YouTube and 85 handtyped pages of notes on LLM Inference – Start here

社区动态

  1. Gemini Krypton

    Yet another new Gemini model: Google released a new internal checkpoint called Krypton. The results so far are really impressive and even better than Carbon.…

  2. LLMs Are Not Actually Probabilistic

  3. Fabel 5.1 Can Write AI Model Weights Directly Without Training

    I've been experimenting with having Fable 5.1 write every weight of a neural network straight from a written spec. Staring from zero, with no training data…

  4. FastAPI bundles its AI coding guidance with the installed version. More libraries should do this.

    FastAPI's official AI development guide has a useful detail: its agent skill ships with the Python package, with guidance for the version installed in your…

  5. New Gemma Models

    Are there any (insider) infos to upcoming Gemma Models? Gemma 4 is for my usecase really good and I am looking forward if they will release any new even…

  6. If you're buying Claude Pro in India, subscribe through Apple instead of the website!

    Just found out that Claude subscriptions are cheaper if you purchase them through the Apple App Store. For example: Claude Pro (Website): ₹2,400/month Claude…

  7. Is it me or during the last 2-3 days models got dumber?

    Guys, I don't know if it's just me, but over the last three days I feel like OpenAI's models have suddenly gotten dumber... I'm developing a WordPress plugin.…

  8. I built Prefixwise (MIT): tells you why your Claude Code, Codex, or agent calls miss the prompt cache, fixes common misses in flight, and blocks cache regressions in CI

    Prefixwise tells you why your LLM calls miss the prompt cache, and what each miss costs you. Put it between your agent and the model, or inside vLLM itself,…

  9. Gemini 4 Krypton svg compared to Gemini 4 Carbon

    source https://x.com/chetaslua/status/2119695384843108458

  10. Stupid Ad

    Who else keeps seeing this ad for Local AI with a middle grade gaming case, no GPU and no RAM. It makes me so mad 😅

官方发布

  1. Gemini Omni 1.2 Flash: Fast and cost-effective with longer clips

    Gemini Omni 1.2 Flash brings native 15-second video generation and editing, stronger consistency, and 30% lower pricing.

  2. What is Pathways? Single-controller training for large models

    Pathways is a single-controller distributed training system designed to coordinate large-scale model training across multiple accelerator groups by…

  3. 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…

  4. Use GPT-6-Cyber to investigate vulnerabilities, reproduce them in an authorized test environment, and verify fixes.

    Use GPT-6-Cyber to investigate vulnerabilities, reproduce them in an authorized test environment, and verify fixes. See Daybreak setup before sending your…

  5. 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.

  6. Design the Muse App, Just for You

    Today, we're introducing spaces, an interactive way to build a more customized experience in the Muse app. The post Design the Muse App, Just for You appeared…

  7. Transform a quick drawing into a live app with Gemini.

    Turn your sketches into functional apps using Gemini. Upload your drawings to the Canvas tool to generate and refine code instantly. Try it now.

  8. Track spend by cost code with project tags (beta)

    Eligible Enterprise organizations can now tag projects with the codes they already use, like a charge code or client-matter number, and see most spend in…

  9. You can now sign a member of your Claude Enterprise (claude.ai) organization out of Claude everywhere with the Admin…

    You can now sign a member of your Claude Enterprise (claude.ai) organization out of Claude everywhere with the Admin API. This capability is in beta. See the…

  10. You can now set up an IP allowlist for your organization in the Claude Console, in beta.

    You can now set up an IP allowlist for your organization in the Claude Console, in beta. Requests to covered services from addresses not on your list are…