2026-11-11 AI 日报
统计日时区:America/Los_Angeles · 尚未结算
google-labs-code/stitch-skills · QwenLM/Qwen3-VL · googleads/google-ads-mcp
开源项目
- 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…
- QwenLM/Qwen3-VL
Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.
- googleads/google-ads-mcp
- github/github-mcp-server
GitHub's official MCP Server
- ed-donner/agents
Repo for the Complete Agentic AI Engineering Course
- ageron/handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
- NVIDIA-NeMo/Nemotron
Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build…
- github/gh-aw
GitHub Agentic Workflows
- ed-donner/llm_engineering
Repo to accompany my mastering LLM engineering course
- facebookresearch/sam2
The repository provides code for running inference with the Meta Segment Anything Model 2 (SAM 2), links for downloading the trained model checkpoints, and…
论文
- World In-Context Learning for Agentic Robot Manipulation
Trained action policies write manipulation skill into network weights, tying what is learned to the distribution it is learned from. In-context learning (ICL)…
- Don't Just Trust Your Memory: Evidence-Linked Memory Reduces Memory-Induced Degradation in LLM Agents
External memory enables LLM agents to improve from experience by distilling trajectories of past tasks into concise lessons for new tasks. However, memory can…
- Tree-Ising: Repairing Language Models with Bit-Level Ising Edits
Weight-space programming, introduced in recent MIT work by Takehi et al., enables a frontier LLM agent to read a network's weights and write a repair. Their…
- dNaViT: Discrete Codes are General-Purpose Visual Representations
Discrete autoregressive modeling, notably through next-token prediction, has become a cornerstone of modern language models. Extending this paradigm to vision…
- Few-Step Streaming Video Generation via Condition Shifting
Few-step sampling reduces the cost of streaming video generation. Distribution Matching Distillation (DMD) supervises few-step generators with a separate…
- MMDM: Measuring Massive Multitask Decision Making
System-1 Decision Models directly make structured probabilistic decisions over query-specified options given a state in a single forward pass, without…
- DepthGraft: Structural Regularization through Hierarchical Cross-Layer KV Reconstruction
Scaling depth is a key route to stronger large language models, but Pre-LN architectures often suffer from depth-wise information dilution, limiting the…
- DexForesight: Grounding Dexterous Policies with Implicit Spatial Foresight
Dexterous manipulation requires rich spatial foresight over both the surrounding scene and the robot hand. Existing world-action models often acquire such…
- WaveGen: Truly End-to-End Waveform Generation via Internal Spectral Trajectory Learning
This work proposes WaveGen, a fully end-to-end diffusion-based text-to-waveform framework based on Spectral Forcing, which jointly learns an internal spectral…
- PhysOPSD: Code as Privilege for Physically Plausible Video Generation
While modern video generative models achieve remarkable visual fidelity, they remain noticeably brittle when generating physically plausible dynamics and…
行业新闻
社区动态
- NVIDIA reportedly cancels GeForce RTX 5080 24GB launch, brings back 16GB model over GDDR7 costs
- deepseek got me in trouble at work
I overheard my manager on a call, presumably from HR, that someone in our office was making a lot of requests to Danbooru and might get us in trouble since it…
- Evaluating small LLMs on Android with Jupyter and Pydantic Evals
I've been working on PythonHere, a project that lets me run Python code on Android directly from Jupyter. Recently I added LiteRT-LM support, as I wanted to…
- Recent research suggests that even specialized AI decision models can be manipulated by untrusted content. We evaluated six of them and built an open-source defense.
As part of our work on AI security, we've been asking ourselves ever since Jev was introduced, “Just how much can we actually trust decision models?”. Not…
- Is shared GPU infrastructure actually okay for regulated data, or do you need dedicated?
We've got data we can't just put anywhere, and working out which GPU options actually pass a compliance review took way longer than I expected. First thing I…
- qwen4-max-preview on qwencloud
couldn't find more details unfortunately, but looks like "the releasing begins" https://www.qwencloud.com
- Your LLM fallback never fires for the provider that's just slow
Most fallback code I've seen retries on the exception, which handles 429s and 500s fine because those fail before the response starts. The case it misses is a…
- Anthropic declares its AI R&D acceleration threshold met — a threshold that includes AI-driven doubling of the pace of AI progress.
- AI agents are becoming software buyers, and businesses aren't ready
- Follow the white rabbit: I directed Claude Fable 5.2 to build a Matrix-style rainy night city you can fly through in your browser
Playing with Fable 5.2 since launch, I wanted to see how far it could go on something that's mostly about feel: rain, lightning, clouds, colors, that Matrix…
官方发布
- Gemini 4 Carbon is now available
Today, we’re making Gemini 4 Carbon available to developers, enterprises, scientists, and consumers.
- 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.
- Introducing AlphaProof Code: a breakthrough in verifying complex software at depth
AlphaProof Code agents wrote three million lines of proofs in Lean to verify Signal’s core encryption.
- 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…
- Introducing Businesses in ChatGPT
Manage your business information, get insights about how your business shows up, and turn interest into action in ChatGPT.
- Anthropic launches roadshow for proposed initial public offering
- ChatGPT Plus for veterans and servicemembers
More than 20,000 veterans and transitioning service members have claimed a free year of ChatGPT Plus. See how they use it to prepare for civilian careers.
- Business Hub in ChatGPT
Business Hub gives business owners and authorized representatives a place to claim their business in ChatGPT. After your claim is approved, you can access…
- MiniMaxAI/MiniMax-H3-Image-PE
text-generation
- Both models require 30-day data retention, like Claude Fable 5.1 and Claude Mythos 5.1.
Both models require 30-day data retention, like Claude Fable 5.1 and Claude Mythos 5.1. They aren’t available under zero data retention unless expressly…