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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…

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ImpactNotable 31/100
Why it mattersRule-based estimate: event keywords (+4); trust 6/10.
RegionsGlobal
Published6 h ago (Mon, 26 Oct 2026 04:00:00 GMT)
RetrievedMon, 26 Oct 2026 07:00:31 GMT via rss
ClassifiedMon, 26 Oct 2026 07:05:54 GMT by heuristic
AuthorHariharan Devarajan, Neeraj Rajesh, Aniruddha Marathe, Nikoli Dryden, Kin Ng, Michela Taufer