Agent与工具

We ran AI agent swarms in Minecraft and Mindustry

Suno MCP

The music layerfor your AI stack Discussion | Link

Build Generative UI Apps with A2UI & CopilotKit Agents

See Google A2Ui in action! Learn how to natively render agentic UIs across Langchain, AWS Strands, Microsoft agents, and Google ADK using CopilotKit SDKs for A2UI.

Building a multiplayer game world with autonomous Fable-class models

How I Built the Most AI-Pilled Company in the World Don't be put off by the clickbait headline, this piece by Jacob Sansbury describing how they are building Spawn is a fascinating exploration of the bleeding edge of what's possible with agentic engineering against frontier model

在 AI 自媒体时代，“做自己”才是王道

📌 一句话摘要 西湖心辰创始人蓝振忠探讨自回归模型的局限性，并提出通过扩散模型与并行思维链技术提升 AI 交互效率的新路径。 📝 详细摘要 西湖心辰创始人蓝振忠在访谈中分析了当前大模型在推理阶段面临的串行计算瓶颈，并对比了扩散模型在训练与推理并行化上的优势。他详细介绍了西湖心辰开发的 LLaDA 系列扩散语言模型，以及即将推出的并行思维链模型，旨在通过同时展开多条路径来提升 AI 的响应速度与质量。蓝振忠预判未来 AI 的核心趋势是全模态 Agent 交互，而扩散模型是实现这一目标的理想架构。 💡 主要观点 自回归模型的推理效率存在瓶颈 传统的自回归模型

OpenAI and ServiceNow expand partnership across enterprise workflows

OpenAI and ServiceNow expand their partnership to bring OpenAI models and agents into ServiceNow and ServiceNow workflows into ChatGPT and Codex.

Launch HN: Simantic (YC F26) – Firmware Simulation for AI Agents

Hi HN, we're Ahnaf and Seungmin from Simantic ( https://simantic.com ). We are building the simulation layer that lets engineers and AI agents test and validate firmware without hardware. Before Simantic, we were ex-firmware engineers at companies like Neuralink and Tesla. We’ve

Microsoft 通过 Foundry 开放 Copilot harness，支持多模型 Agent 开发

Microsoft 宣布将 GitHub 团队打造的 Copilot harness 通过 Microsoft Foundry 向开发者和企业开放，该 harness 已驱动 Copilot Code、Copilot Studio、GitHub Copilot app 和 CLI 等产品。

Route and orchestrate models with GitHub Copilot Fusion

GitHub Copilot Fusion is generally available. Instead of picking a model for each task, choose Copilot Fusion and let Copilot intelligently route and orchestrate which models it uses for you. Copilot Fusion brings together Project HydraFusion’s multi-model orchestration and Copil