精选85DAIR.AI(RSS)模型发布/更新多源精选 ×5
GLM-5.2 开源,百万上下文;Claude Code 支持交互式 Artifacts
🤖 AI Agents Weekly: GLM-5.2, Claude Code Artifacts, Qwen-Robot Suite, Codex Skills, Block's Builderbot, SpatialClaw, and More
推荐理由
GLM-5.2 是少有的开源百万上下文模型,做长上下文 Agent 的同学值得关注,MIT 协议兼容主流工具链,可以立刻上手测试。
In today's issue:
- Z.ai open-sources frontier GLM-5.2
- Claude Code ships interactive Artifacts
- Qwen launches the Robot Suite
- Codex turns demos into skills
- Block's Builderbot writes 15% of code
- Flue 1.0 reimagines the agent harness
- Vercel debuts the eve framework
- Cursor launches Origin code hosting
- Perplexity adds Brain memory to Computer
- OpenRouter ships the Fusion API
- NVIDIA's SpatialClaw codes spatial reasoning
- ENPIRE self-improves robot policies
- SkillsBench 1.1 audits agent skills
- DeepMind maps an AI Control Roadmap
- OpenAI trains broadly beneficial models
- Anthropic measures returns to expertise
And all the top AI dev news, papers, and tools.
Top Stories
Z.ai Open-Sources GLM-5.2, a Frontier Model with a 1M-Token Context
Z.ai released GLM-5.2, an open-weights model built for long-horizon coding and agentic work, with a usable 1-million-token context window and selectable reasoning effort.
- Agentic focus: Significant gains on coding and agentic tasks, tuned for large-scale implementation, automated research, performance optimization, and complex debugging.
- Two effort levels: GLM-5.2 (max) pushes peak performance while GLM-5.2 (high) balances quality against token efficiency.
- Long context: A 1M-token window with up to 128K output tokens, sized to hold full-repository state, API contracts, and prior decisions across long sessions.
- Open and compatible: MIT-licensed open weights, working out of the box with Claude Code, Cline, OpenCode, Roo Code, Goose, and Crush.
Blog
Omnigent Is an Open-Source Meta-Harness for All Your AI Agents
Omnigent is an open-source framework and meta-harness that runs Claude Code, Codex, Cursor, Pi, and custom agents under one interface, with no vendor lock-in. The Apache 2.0 project has crossed 4.2k GitHub stars and targets builders who juggle several coding agents.
- Multi-agent supervision: Orchestrate and delegate across many coding agents in one shared session, with real-time team collaboration and session sharing.
- Model flexibility: Bring your own API keys, subscriptions, gateways, or Databricks, and switch models without rewrites.
- Run anywhere: Sync sessions across terminal, browser, and mobile, with cloud sandbox execution on Modal, Daytona, and Islo.
- Governance built in: Policy-based controls for spend caps, approval gates, and tool restrictions, plus custom agents defined in YAML.
GitHub
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更进一步:量化金融体系
看懂新闻只是起点——沿量化金融路径,把它变成能交付的工程能力