2026-11-12 AI 日报

开源项目

1. google-labs-code/stitch-skills

   A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents…

2. smtg-ai/claude-squad

   Manage multiple AI terminal agents like Claude Code, Codex, OpenCode, and Amp.

3. QwenLM/Qwen3-VL

   Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.

4. 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…

5. Tencent/ncnn

   ncnn is a high-performance neural network inference framework optimized for the mobile platform

6. googleads/google-ads-mcp

7. kagent-dev/kagent

   Cloud Native Agentic AI | Discord: https://bit.ly/kagentdiscord

8. alibaba/MNN

   MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

9. NirDiamant/GenAI_Agents

   50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

10. ed-donner/llm_engineering

    Repo to accompany my mastering LLM engineering course

论文

1. Scaling Mathematical Proof Supervision from Structured Textbooks

   Mathematical supervision for language models is typically flattened into isolated problem-solution pairs, discarding the curricular organization and…

2. SteerDistill: Quantizing LLM Agents via Closed-Loop Teacher Steering

   Low-bit quantization reduces the inference cost of LLM agents but can compromise task success. Examining failed rollouts, we find that quantized agents…

3. Incentivizing Self-Learning in Large Language Models via Reinforcement Learning

   Large language models (LLMs) draw on parametric knowledge and retrieval-augmented generation (RAG) to solve knowledge-intensive tasks. Yet problem solving in…

4. GTAGym: Real AAA Game Tasks Environment for Evaluation and Reinforcement Learning

   AAA games offer a rich testbed for evaluating agent perception, reasoning, and control. However, evaluating whether agents can complete tasks in AAA games is…

5. Read Less, Solve More: Token-Efficient Sparse Reading of External Content for AI Agents

   Web-facing AI agents repeatedly access webpages, documents, repositories, and tool responses, yet reading interfaces often expose entire objects when only…

6. Ensemble Routing for Prompt-Adaptive Cost-Aware LLM Inference

   Large language models (LLMs) increasingly support Web-based services that must balance response quality and inference cost across heterogeneous requests.…

7. Evolving Infra: Agent-Adaptive LLM Serving at Scale

   Agentic workloads are a major source of LLM inference demand. Existing prefill--decode (PD) disaggregated serving systems offer limited flexibility for…

8. Where Does Alignment Emerge and What Does It Mean? A Closer Look at the Platonic Representation Hypothesis

   The Platonic Representation Hypothesis (PRH) suggests that neural networks are converging toward similar representation spaces. As language models become more…

9. Module-Aware Optimization for Graph Neural Networks

   Different optimizers impose different geometries on parameter updates. Adaptive methods such as Adam and AdamW use coordinate-wise updates, while matrix-aware…

10. WMIP: A Working-Memory-Inspired Programmable Probe of Cumulative State Tracking in Large Language Models

    Human working memory lets people maintain and update information. Large language models (LLMs) face a related demand when tracking updates within a single…

行业新闻

1. Anthropic IPO

   AI will have a vast impact on the world. Anthropic is a public benefit corporation dedicated to securing its benefits and mitigating its risks. “We believe…

社区动态

本统计日暂无条目。

官方发布

1. Gemini 4 Carbon is now available

   Today, we’re making Gemini 4 Carbon available to developers, enterprises, scientists, and consumers.

2. Gemini Decisions API: Fast, calibrated multimodal decisions

   Meet the Gemini Decisions API, powered by our state-of-the-art model Gemini Decision for fast, calibrated multimodal decisions.

3. Introducing Businesses in ChatGPT

   Manage your business information, get insights about how your business shows up, and turn interest into action in ChatGPT.

4. Supporting research on AI and children’s safety

   OpenAI commits $2 million to research on AI and children’s safety. The work supports shared tools to measure risks and opportunities for young people.

5. Gilbert + Tobin rethinks the business of law with AI

   A conversation with Sam Nickless, Partner and Chief Executive Officer at Gilbert + Tobin.

6. Anthropic launches roadshow for proposed initial public offering

7. We’ve launched fast mode for Claude Fable 5.2 in Messages API requests on the Claude API.

   We’ve launched fast mode for Claude Fable 5.2 in Messages API requests on the Claude API. Fast mode delivers up to 2.5x higher output tokens per second, at…

8. Meta’s New Agreements Bring Clean Manufacturing to Data Center Supply Chains

   We’re bringing clean manufacturing to our data centers and setting an industry standard by entering long-term purchase agreements with low-carbon producers…

9. AlphaGenome 2: Deciphering how cells read DNA to better understand disease

   Predicting how DNA sequences and their variations impact specific human cell types and disease.

10. MiniMaxAI/MiniMax-H3-Image-PE

    text-generation