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Phronix: The Capability-Centric Learning Paradigm for Agents

arXiv:2610.31789v1 Announce Type: new Abstract: Scientific computing increasingly relies on large language model-based agents for performance engineering tasks such as instrumentation, analysis, and workflow porting. However, agent effectiveness depends heavily on the surrounding harness, which typ…

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  1. 2026-10-26 04:00 · arXiv cs.AI
    Phronix: The Capability-Centric Learning Paradigm for Agents

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