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2026-10-06 AI 日报

统计日时区:America/Los_Angeles · 已结算

DuarteSantos8/openGym · morluto/rea · Niko1221/Strata

在应用中阅读本期

开源项目

  1. DuarteSantos8/openGym

    Self-hosted gym & body-weight tracker — plan routines, log workouts (supersets, warm-ups, cardio), see which muscles are trained, fatigued or detrained,…

  2. morluto/rea

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

  3. Niko1221/Strata

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

  4. cathrynlavery/diagram-design

    Editorial diagram design for Claude Code, Codex, GitHub Copilot, Factory Droid, and Pi. 42 diagram types. Self-contained HTML + SVG. No shadows. No Mermaid…

  5. anthropics/knowledge-work-plugins

    Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork

  6. 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…

  7. Autumn-27/ARTEX

    AI 自主渗透测试系统 | 百度“agent+”攻防挑战赛冠军项目

  8. addyosmani/agent-skills

    Production-grade engineering skills for AI coding agents.

  9. earthtojake/text-to-cad

    Give your agent CAD superpowers.

  10. heygen-com/hyperframes

    Write HTML. Render video. Built for agents.

论文

  1. Kandinsky 6.0 Video: Foundation Models for Synchronized Video and Audio Generation

    We present Kandinsky 6.0 Video, a family of foundation diffusion models for synchronized text-to-audio-video generation, comprising Kandinsky 6.0 Video Lite…

  2. ALoDLM: Adaptively Looped Diffusion Language Models

    Diffusion language models (DLMs) enable fast generation by predicting multiple tokens in parallel, but their practical adoption remains limited by a…

  3. RealtimeWAM: One-Step Asynchronous World Action Models

    World Action Models (WAMs) incorporate visual representations from video generation backbones to guide action prediction. Recent efficient WAMs adopt…

  4. Memadapter: Counterfactual Adaptation Against Memory-induced Sycophancy

    Long-term memory enables LLM-based agents to retain and reuse information across tasks and sessions, supporting personalization and long-horizon interactions.…

  5. Towards Looped Models Done Right, Part II: Rethinking at Fixed Points

    Every recurrence of a looped language model adds cost in training, decoding, prefill, and reinforcement learning (RL). The closer recurrent states get to…

  6. In-Distribution Forcing for Long Video Generation at Test Time

    Modern autoregressive (AR) video diffusion models excel at short-horizon video generation, yet generating long videos remains challenging due to drifting,…

  7. LMBuild: Evaluating LLM Agents for Generating Buildable and Functional Structures

    LLM-based agents are increasingly capable of generating complex 3D structures, with the potential to reshape how objects are designed and realized in the…

  8. Representation-Space MMD for Diffusion Language Models

    We introduce a post-training method for diffusion language models (DLMs) that minimizes Maximum Mean Discrepancy (MMD) between generated and reference…

  9. SearchJev: A Fast and Calibrated System-1 Model for Search Agents

    Search agents repeatedly make short decisions about relevance, evidence sufficiency, and search actions. Using generative language models for these decisions…

  10. OmniReasoning: Pushing the Limits of Audio-Visual Joint Reasoning

    Recent advances have enabled unified omni-modal models in understanding audio, vision, and language. However, existing benchmarks, training data, and learning…

行业新闻

  1. Mistral Large 4

    Today, we’re launching a public preview of Mistral Large 4. Unofficially ML4, very officially: le Chonk. ML4 pushes the frontier of open-weight performance.…

  2. Sharing AI progress in mathematics

    https://github.com/openai/math https://github.com/openai/math/tree/main/preprints

  3. Mistral Large 4: "Le Chonk"

    Today, we’re launching a public preview of Mistral Large 4. Unofficially ML4, very officially: le Chonk. ML4 pushes the frontier of open-weight performance.…

  4. Decisions API is in public beta

    The Decisions API evaluates text, images, or both and returns typed answers about 10x faster than the Responses API. Get the probability that a condition is…

  5. AI is now capable of developing its own inference hardware

  6. EmbeddingGemma 2: An open, lightweight multimodal embedding model

    EmbeddingGemma 2 is the most capable model for on-device multimodal embeddings, natively mapping combinations of text, images, audio, and video into a unified…

  7. Claude Code’s suggested message feature: I think the real customer is the model

  8. I'm the AGI that's wiping out humanity

  9. South Korea says AI agents appear to have been used to hack the country's banks

  10. OpenAI just dropped 700 preprints of mathematical proofs and counterexamples

社区动态

  1. Let your app choose the right model, tool, or action in near real-time with Decisions API, now available to all…

    Let your app choose the right model, tool, or action in near real-time with Decisions API, now available to all developers in public beta. The Decisions API…

  2. Meet EmbeddingGemma 2, our first natively multimodal open model for on-device embeddings.

    Meet EmbeddingGemma 2, our first natively multimodal open model for on-device embeddings. It expands beyond text to unify code, images, audio, and video in a…

  3. We’re releasing a broad range of new mathematical results produced by an internal frontier model.

    We’re releasing a broad range of new mathematical results produced by an internal frontier model. We’ve been consulting with the independent Advisory Group on…

  4. introducing @NanoBanana 2.1 🍌 our latest image generation model outperforms our previous models across the board: -…

    introducing @NanoBanana 2.1 🍌 our latest image generation model outperforms our previous models across the board: - better visual design - mask-based editing…

  5. Meet Mistral Large 4, aka Le Chonk.

    Meet Mistral Large 4, aka Le Chonk. • 1T parameters, natively multimodal. 49B active. It is the best open weights model from US or Europe on aggregated…

  6. We’re expanding our Cyber Verification Program to give security professionals broader access to our most capable models.

    We’re expanding our Cyber Verification Program to give security professionals broader access to our most capable models. Through this program, verified…

  7. Meet Nano Banana 2.1, our latest image generation and editing model 🍌 This upgraded version outperforms our previous…

    Meet Nano Banana 2.1, our latest image generation and editing model 🍌 This upgraded version outperforms our previous models across the board, with notable…

  8. Sharing AI progress in mathematics

    OpenAI released 722 mathematical manuscripts across 372 families of related results, produced by an unreleased frontier model. Many have Lean proofs; others…

  9. OpenAI publishes 722 mathematical proofs & manuscripts

    OpenAl released 722 mathematical manuscripts across 372 families of related results, produced by an unreleased frontier model. Many have Lean proofs; others…

  10. Learning to Learn a Language: in-context learning of natural language from a synthetic non-linguistic prior [R]

    Learning from data as we observe it is easy for humans, but most machine learning models have limited ability to learn from new data that they have not seen…

官方发布

  1. Released the Decisions API in beta with gpt-6-luna.

    Released the Decisions API in beta with gpt-6-luna. Turn text and images into typed answers 10x faster than the Responses API.

  2. Gemini 4 Argon: our next era of frontier intelligence

    Announcing Gemini 4 Argon, our frontier model for real-world coding, enterprise knowledge work, and cyber defense, rolling out soon.

  3. Sharing AI progress in mathematics

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

  4. Mistral Large 4 (mistral-large-4) is now available in Public Preview.

    Mistral Large 4 (mistral-large-4) is now available in Public Preview. For details, see the Mistral Large 4 model card . Mistral Large 4 is an open-weight,…

  5. Introducing Mistral Large 4

  6. EmbeddingGemma 2: an open, lightweight multimodal embedding model

  7. Deprecation announcement

    The gemini-3.1-flash-image model is deprecated (no shutdown date announced). Migrate to gemini-nano-banana-2.1.

  8. Simplified API usage tiers from five to three: Build, Launch, and Grow.

    Simplified API usage tiers from five to three: Build, Launch, and Grow. Organizations automatically upgrade as total credit purchases reach tier minimums. See…

  9. We've added capabilities.server_tools to the Models API.

    We've added capabilities.server_tools to the Models API. GET /v1/models and GET /v1/models/{model_id} now report whether each model accepts the web search and…

  10. Expanding the Cyber Verification Program

    We’re launching a new, expanded version of our Cyber Verification Program, which makes advanced cyber capabilities and reduced blocking classifiers available…