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Towards Feedback-to-Plan Decisions for Self-Evolving LLM Agents in CUDA Kernel Generation

arXiv cs.AI · 2026-05-27 Cached

This paper introduces CUDAnalyst, a tool for analyzing how individual feedback signals influence planning decisions in self-evolving LLM agents for CUDA kernel generation, using trajectory freezing and selective feedback injection to enable controlled attribution.

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TSDuck: Open-source toolkit for MPEG-TS analysis and manipulation

Hacker News Top · 2026-05-27 Cached

TSDuck is a free and open-source toolkit for MPEG transport stream analysis, manipulation, and monitoring, used in digital television and video streaming.

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