AI Resonance · 阅读最新日报 · AI 入门推荐

2026-10-05 AI 日报

统计日时区:America/Los_Angeles · 已结算

morluto/rea · deepseek-ai/DeepGEMM · tinyhumansai/openhuman

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/DeepGEMM

    DeepGEMM: clean and efficient BLAS kernel library on GPU

  3. tinyhumansai/openhuman

    OpenHuman is the fastest, cheapest, most efficient open-source agent harness. Written in Rust

  4. earthtojake/text-to-cad

    Give your agent CAD superpowers.

  5. calesthio/OpenMontage

    World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI…

  6. michael-denyer/pstack-claude

    Claude Code, Codex, Copilot, Pi, OpenCode, Gemini, and Prime Agent versions of Poteto's pstack. Rigorous agent workflows with Cursor primitives translated for…

  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. mattpocock/skills

    Skills for Real Engineers. Straight from my .agents directory.

  9. thedotmack/claude-mem

    Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context…

  10. DietrichGebert/ponytail

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

论文

  1. Does Learning Protein Folding Generalize to Broader Reasoning?

    Large language models rely heavily on human text, which often conveys surface answers rather than the spatial and structural logic behind them. Protein…

  2. FrameMorrow: Future-guided Frame Selection with Prospective Tokens for Long-Horizon Video Generation

    Long-horizon video generation requires models to effectively leverage an increasingly long generation history. As the generated history grows, retaining all…

  3. HelixWorld: A Real-time Interactive Audio-Visual World Model

    World simulation is inherently multisensory, demanding synchronized visual and acoustic dynamics in real time. Yet prevailing interactive world models remain…

  4. RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations

    A companion that talks with a person for months should come to understand them. It should remember what they said, infer who they are, and know when the past…

  5. VeriHarness: Scaling Agentic Verification for Long-Horizon Tasks

    As LLM agents undertake increasingly complex, long-horizon tasks, verifying their outputs becomes increasingly challenging. We study how verification…

  6. SimuVerity: Benchmarking Agents for Engineering-Grade Simulink Model Generation

    Existing Simulink benchmarks mainly evaluate whether generated models compile, execute, or resemble a reference model. These criteria do not establish whether…

  7. Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers

    AI-generated content, often called AI slop, is increasingly common everywhere, particularly in academia. Slop in AI-generated scientific papers, however, has…

  8. Science Utopia? Closed-Loop LLM Simulation of Academic Research Ecosystems

    Scientific progress emerges from a longitudinal ecosystem in which researchers, institutions, funding agencies, collaboration networks, and the scientific…

  9. Spatial Memory Intelligence: Endowing World Models with Understanding-Driven Long-Term Memory

    Long-video generation and world models have shown strong potential for interactive entertainment and embodied simulation by predicting future observations…

  10. PDE-JEPA: Predictive Representation Learning of Latent Dynamics Modeling for Parametric PDEs

    Physical trajectories contain more than snapshots of a system: they also reveal how its states evolve under governing conditions. However, representation…

行业新闻

  1. ChatGPT is adding real cartoonists' signatures to fake New Yorker cartoons

  2. Opus 5.5 agents discover two room-temperature magnetic semiconductor candidates

  3. OpenAI "rogue" agent activities found on Wikimedia projects

  4. Our approach to EU text provenance rules

  5. Dust: Pretraining Transformers Without Backpropagation

  6. Anthropic wants your thoughts on AI

    We’re launching a new study using Anthropic Interviewer to learn from your experiences with AI, and we’d like you to participate. After you finish, you can…

  7. Sales of sub-€25,000 electric car models set to rise sevenfold

  8. Engineer says Claude Code has made his job "soul-sucking"

  9. People are asking ChatGPT to help them decide how to vote in the midterms

  10. Autolith: A self-modifiable general purpose Lisp AI agent

社区动态

  1. We're expanding our approach to content provenance to include text in response to EU regulatory requirements, while…

    We're expanding our approach to content provenance to include text in response to EU regulatory requirements, while recognizing the significant limitations of…

  2. GLM-5.3 is now available on Amazon Bedrock.

    GLM-5.3 is now available on Amazon Bedrock. Bring powerful coding and agentic capabilities to your enterprise. Get started: https://t.co/daStGOYqsA…

  3. https://t.co/cdfqoSOtJm

    https://t.co/cdfqoSOtJm

  4. Introducing Kardashev-0.7, the world’s first trained swarm made of 32 distinct models Trained with RL for Population…

    Introducing Kardashev-0.7, the world’s first trained swarm made of 32 distinct models Trained with RL for Population Scaling (RLPS), 32 models organically…

  5. OpenAI explains how it will watermark ChatGPT text to comply with EU provenance rules

  6. llama.cpp v0.6.0 released with MTP speculative decoding for Qwen4Exp and lots more

  7. Qwen3.8-Flash-Next (125B) on a single Strix Halo mini PC: 44-59 tok/s with speculative decoding, ~1,400 tok/s prefill, engine is open

    Hey all. We've spent the last weeks getting Qwen3.8-Flash-Next (125B MoE, 6B active) to run properly on one AMD Strix Halo box (Ryzen AI Max+ 395, 128 GB).…

  8. I have trained a model to predict my blood sugar (Part 2) [P]

    This is related to my previous post where I shared an encoder-only transformer model trained on ohiot1dm + shanghait1dm + azt1d datasets. This time I trained…

  9. PewDiePie getting banned twice by OpenAI while making a local model is top-tier comedy 💀

    So PewDiePie decides to fine-tune a local AI model called Ajax on his own computer. Pretty normal stuff for local model fans. To make his dataset, he uses…

  10. Embedding Every Font with Neural Networks makes some Nice Structures (including a flower) [P]

    I've been working on a font searching tool for about a year now, and my investigations have centered around pre-training neural networks to produce embeddings…

官方发布

  1. Introducing GPT-6.1 Sol

    Meet GPT-6.1 Sol: near-Astra intelligence for coding, computer use, and professional work at one-fifth of Astra’s standard API input and output token prices.

  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. How Cresta turned CX expertise into an agent builder on the Claude Agent SDK

  4. Our approach to EU text provenance rules

    How OpenAI is approaching text watermarking under EU rules. Learn where watermarks apply, how detection works, and why access starts with researchers.

  5. We've added capabilities.thinking.types.disabled to the Models API.

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

  6. Building advertising for the way people use AI

    OpenAI introduces a new visual ad format in ChatGPT and expands measurement tools, attribution partnerships, and brand suitability for advertisers.

  7. What do you want from AI?

    We’re launching a new study using Anthropic Interviewer to learn from your experiences with AI, and we invite you to participate.

  8. Let skills in Gemini tackle your most repetitive tasks

    Now you can automate your most repetitive tasks more easily with reusable custom instructions through skills, which will be replacing gems.

  9. grok-voice-transcribe-1.0 end of life

    grok-voice-transcribe-1.0 is deprecated and reaches end of life on October 2, 2026. All requests to that slug are routed to grok-voice-transcribe-2.0 at the…

  10. Introducing SynthID Bio

    Proof of concept for watermarking AI-generated proteins while preserving biological function.