AI Resonance · 阅读最新日报 · AI 入门推荐

2026-11-06 AI 日报

统计日时区:America/Los_Angeles · 尚未结算

milind-soni/OpenMausBot · NVIDIA/auto-ontology · dsx-ai-factory/nvke

在应用中阅读本期

开源项目

  1. milind-soni/OpenMausBot

    Open-source Grok Bot alternative with a virtual machine that bots can use

  2. NVIDIA/auto-ontology

    Auto Ontology is a Python framework for building semantic, graph-based reasoning layers over data. It enables deterministic query generation, better context…

  3. dsx-ai-factory/nvke

    NVIDIA Kubernetes Engine (NVKE). A management plane for GPU Kubernetes on bare metal.

  4. morluto/rea

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

  5. vercel-labs/agent-desktop

    Computer use CLI for AI agents

  6. stablyai/orca

    Orca lets you run a fleet of coding agents (e.g. Claude Code, Codex) with your own subscription. Available on desktop, mobile and remote runtime.

  7. anthropics/skills

    Public repository for Agent Skills

  8. vercel-labs/agent-browser

    Browser automation CLI for AI agents

  9. cheaper-inference/OmniRoute

    Never stop coding. Free MIT AI gateway: one endpoint, 375 providers (150+ free), 1,400+ models Kimi, Claude, GPT, Gemini, GLM, DeepSeek, MiniMax. Works with…

  10. ggml-org/llama.cpp

    LLM inference in C/C++

论文

  1. Harness-S: Learning from Sibling Harnesses for Generalizable Agent Training

    Harness evolution from a common base exhibits Locality, Complementarity, and Nonstationarity: variants repair different failures, and their utility changes as…

  2. TailSteer: Trajectory-Tail Steering for Drift-Resistant Multi-turn Image Editing

    Strong single-turn editing performance does not guarantee reliable multi-turn interaction: as edited outputs are repeatedly reused, small unintended changes…

  3. Random Is Almost Enough? Stable and Low-Cost Benchmark Compression via BestRand

    Benchmark compression reduces the often prohibitive time and cost of model evaluation by evaluating models on a small benchmark subset that closely matches…

  4. VFlash: Fast, Accurate Visual Planning via Flash Primitive Decoding

    Models for physical AI tasks, such as robotics and autonomous driving, need not reason solely in language. They can use visual plans--points, bounding boxes,…

  5. SLA: Scaling Spatial-Language-Action Model via Continual Pre-training

    Reliable robotic manipulation requires both semantic understanding and precise control in three-dimensional space. However, vision-language-action (VLA)…

  6. Towards Foundation Decision Models: Drex

    Autoregressive approaches with large language models, such as long chain-of-thought reasoning, have become the default for new AI applications because they…

  7. VisSearch-Bench: Evaluating Long Horizon Visual Search in Multimodal Agents

    Multimodal agents use web and image tools to answer questions beyond their internal knowledge. Some search tasks use images mainly to identify an initial…

  8. EvoMemState: Evolving Memory State for Personal Agents

    Long-term memory enables large language model (LLM) agents to provide continuous personalized assistance by retaining user information across interactions.…

  9. From Autonomous Agents to Cognitive Symbionts: Toward AI-Augmented Human Intelligence

    For a decade, progress in artificial intelligence has been measured by how much a machine can do on its own. Large foundation models now write code and run…

  10. WeLM-Image: A Unified Image Generation Model towards Visual Intelligence

    We present WeLM-Image, a unified image foundation model that integrates multimodal understanding into text-to-image generation, instruction-guided editing,…

行业新闻

  1. Gemini Omni 1.2 Flash

    Gemini Omni 1.2 Flash brings 15-second clips, stronger consistency, and faster, more cost-effective generation. We’re rolling out Gemini Omni 1.2 Flash, which…

  2. Anthropic IPO buyers see valuation as low as $1.1T

    https://epyhia.com/anthropic-ipo-valuation-talks-drop-to-1-3...

  3. The Components of Agent Memory

    Søren Kierkegaard wrote that life can only be understood backward, but it must be lived forward. We’ve encountered a similar bind when designing memory for AI…

  4. ChatGPT silently passes data between connectors and the bounty wants an ID card

    In a conversation with two connectors enabled, ChatGPT made a follow-up tool call through a different connector than the one that started the flow. The user…

  5. AI for scientific discovery: How researchers use Claude

    Johannes Hermle*, Ben Jones*, Lukas Althoff*, Ryan Heller, Thomas Lyttelton, Carolyn Stein, Nathan Wilmers, Maxim Massenkoff, Peter McCrory Science has been…

  6. Memorilla: Latent Semantic Memory for LLMs

    arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that…

  7. Perplexity launches AI agents for work

  8. Outbound SIP calling is now available to all organizations

    Choose your API to see its connection steps and session events. Connect incoming and outgoing phone calls to GPT-Live through a SIP trunk. Your provider…

  9. OpenAI Finds 948 Local Privilege Escalation Bugs in the Linux Kernel

  10. Anthropic IPO valuation talks drop to $1.3T

社区动态

  1. The becoming begins.

    The becoming begins. https://t.co/SdWEEuG8F3

  2. Introducing Arete-27B: Qwen3.8-27B, post-trained to reinforce Western values.

    Introducing Arete-27B: Qwen3.8-27B, post-trained to reinforce Western values. Chinese open models are currently the strongest available, but they ship with…

  3. i went to bed and asked claude to paint an autumn tree overnight.

    i went to bed and asked claude to paint an autumn tree overnight. at around 4am, it realised that it didn't have some shades -- so it stopped and titrated its…

  4. First paper on how to train actual SOTA Decision Models ever: full playbook - architecture, datasets, training, evaluation, inference [R]

    hey r/LLMDevs folks! my name is Alt, and I'm on the technical staff at Nace AI - Research Lab. . we just published a principled 50-page technical report…

  5. Another benchmark has hit the quant war

    If you have not been following ISTA-DASLab the creators of the gsq-rco quants have received some criticism from unsloth regarding the inabilty to reproduce…

  6. Asking questions to a 0.5b model is hillarious

    Yes IK it's supposed to be this dumb, but it's still funny (Qwen2 0.5b Q4_K_M)

  7. OpenAI finds 948 local privilege escalation bugs in the Linux kernel

  8. Latest Open-Source Labs are gutting away cybersecurity and reverse-engineering capabilities

    Kimi K3.1 and Tencent’s Hy4 are both gutting out cybersecurity, reverse engineering, and vulnerability-patching capabilities from their open-source models.…

  9. I replaced vector-search RAG with Markdown + Knowledge Graphs using Claude CLI. The results surprised me.

    I want to share something I've been experimenting with recently. Not claiming this is some revolutionary architecture or that I've solved RAG. I'm just…

  10. The most scathing reviewer 2 review I have ever read

    This is not my paper. Not my review either. Official Review of Submission21893 by Reviewer Xz8e Paper Summary: The paper tries to learn correlations among…

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. moonshotai/Kimi-K3.1-Pro

    image-text-to-text

  3. 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…

  4. 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…

  5. Measuring how AI agents handle everyday wet-lab science

    OpenAI introduces BioBasicsBench, a 100-task benchmark measuring how well AI agents interpret raw experimental data and handle everyday wet-lab science.

  6. 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…

  7. 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…

  8. Agent Distraction

    Analysis of over 913,000 coding agent sessions reveals that 13% expose agents to inline TODO(b/...) comments. In 6% of encounters, agents act on these…

  9. 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.

  10. 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…