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@tqchenml
AssocProf @CarnegieMellon. Distinguished Eng @NVIDIA. Creator of @XGBoostProject, @ApacheTVM. Member http://catalyst.cs.cmu.edu, @TheASF. Views are on my own
AI
Its builders say KCoral schedules a shared GPU pool and returns correctness and timing results for agents’ code.
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The instructors say they’ll cover knowledge curation, compiler analysis and feedback loops. They’ve also curated an online book on the topic.
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The launch post says TIRx Harness lets agents explore, debug and optimize GPU kernels, with compiler analysis, a collection of 60-plus kernels and hardware specs, and remote GPU evaluation.
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MLSys’s research call welcomes previously unpublished work, with papers to be selected based on novelty, quality, interest and impact.
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The announcement says Structural Tags enforce tool argument schemas—the rules for inputs passed to tools—in DeepSeek’s native format.
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New tree structure stores vectors in leaves to support multiple predictions per row.
