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AMD announces the Ryzen AI Halo developer platform for local AI development, capable of running models up to 200B parameters, and the Ryzen AI Max PRO 400 Series processors for commercial AI PCs, enabling agentic AI workloads locally.
HALO uses RLMs to optimize AI agent harnesses by analyzing execution traces and suggesting improvements, achieving 10%+ gains on several benchmarks like Terminal-Bench and AppWorld.