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OpenBMB@OpenBMB
53AI 编辑部评分，满分 100
2026-08-04 21:30· 47分钟前
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AI 摘要

面壁智能（OpenBMB）发布 ForgeStencil，首个面向真实 HPC 应用、全自动研究与部署 Stencil 优化的开源 AI 系统。无需人工介入，系统通过 Kernel Agent 与 App Agent 两个智能体，在一周内完成 100+ 工业与科学计算应用的自动优化，已应用于天气预报、地震成像、电磁仿真、核工程、医学影像及量化金融等场景。

🚀 AI is moving beyond code generation.

We're releasing ForgeStencil - the first open-source AI system designed to automatically research and deploy Stencil optimizations for real-world HPC applications. 🥳

With no human in the loop， ForgeStencil autonomously researches， optimizes， and deploys Stencil kernels， completing automatic optimization for 100+ industrial and scientific computing applications in just one week.

Powered by two AI agents， ForgeStencil automates the full optimization workflow： 🧠 Kernel Agent researches optimization strategies and generates high-performance kernels. ⚙️ App Agent identifies performance hotspots， integrates optimized kernels into applications， and validates correctness.

ForgeStencil has been applied to real-world workloads including： 🌦️ Weather forecasting 🛢️ Seismic imaging 📡 Electromagnetic simulation ⚛️ Nuclear engineering 🏥 Medical imaging 💹 Quantitative finance

By automating Stencil optimization for real industrial and scientific applications， ForgeStencil enables scalable optimization beyond traditional expert-driven workflows.

💻 GitHub： https://github.com/OpenBMB/ForgeStencil

⭐ Star the repo， try it out， and share what you'd like to optimize with ForgeStencil.

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OpenBMB · @OpenBMB · X·2026-08-04 21:30·47分钟前
在 X 看原推· x.com事件有新进展面壁智能开源 ForgeStencil 自动优化 HPC 应用本文发布后另有 1 篇报道 · 查看事件全貌 →
AI 摘要

面壁智能（OpenBMB）发布 ForgeStencil，首个面向真实 HPC 应用、全自动研究与部署 Stencil 优化的开源 AI 系统。无需人工介入，系统通过 Kernel Agent 与 App Agent 两个智能体，在一周内完成 100+ 工业与科学计算应用的自动优化，已应用于天气预报、地震成像、电磁仿真、核工程、医学影像及量化金融等场景。

🚀 AI is moving beyond code generation.

We're releasing ForgeStencil - the first open-source AI system designed to automatically research and deploy Stencil optimizations for real-world HPC applications. 🥳

With no human in the loop， ForgeStencil autonomously researches， optimizes， and deploys Stencil kernels， completing automatic optimization for 100+ industrial and scientific computing applications in just one week.

Powered by two AI agents， ForgeStencil automates the full optimization workflow： 🧠 Kernel Agent researches optimization strategies and generates high-performance kernels. ⚙️ App Agent identifies performance hotspots， integrates optimized kernels into applications， and validates correctness.

ForgeStencil has been applied to real-world workloads including： 🌦️ Weather forecasting 🛢️ Seismic imaging 📡 Electromagnetic simulation ⚛️ Nuclear engineering 🏥 Medical imaging 💹 Quantitative finance

By automating Stencil optimization for real industrial and scientific applications， ForgeStencil enables scalable optimization beyond traditional expert-driven workflows.

💻 GitHub： https://github.com/OpenBMB/ForgeStencil

⭐ Star the repo， try it out， and share what you'd like to optimize with ForgeStencil.

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