Lemurian Labs Appoints Java Pioneer Kim Polese to Board, Adds MIT Compiler Leader Saman Amarasinghe as Technical Advisor

Two architects of modern computing join Lemurian Labs to help build AI infrastructure from the ground upSANTA CLARA, Calif., March 11, 2026 ...
IEEE

A Reinforcement Learning Environment for Automatic Code Optimization in the MLIR Compiler

Abstract: Code optimization is a crucial task that aims to enhance code performance. However, this process is often tedious and complex, highlighting the necessity for automatic code optimization ...
InfoQ

Vercel Releases React Best Practices Skill with 40+ Performance Rules for AI Agents

Vercel has launched "react-best-practices," an open-source repository featuring 40+ performance optimization rules for React and Next.js apps. Tailored for AI coding agents yet valuable for developers ...
IEEE

LLM-VeriOpt: Verification-Guided Reinforcement Learning for LLM-Based Compiler Optimization

Abstract: Large Language Models (LLMs) for compiler optimization have recently emerged as a frontier research direction, with many studies demonstrating their potential to automate and improve ...