MLSys 2026
PulseAugur coverage of MLSys 2026 — every cluster mentioning MLSys 2026 across labs, papers, and developer communities, ranked by signal.
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LLMs advance GPU kernel generation and inference optimization · 4 sources tracked
Researchers are developing advanced methods for optimizing GPU kernel generation using large language models (LLMs). One approach, presented at MLSys 2026, uses a harness-centered system to constrain, validate, and prof…
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AI inference costs slashed via three hardware optimization strategies · 2 sources tracked
SemiAnalysis detailed three methods for optimizing AI inference costs, focusing on maximizing hardware utilization. These methods include splitting workloads by phase (prefill and decode), by layer (attention and feed-f…
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AI production systems tackle MoE challenges with new optimization techniques
SemiAnalysis is highlighting production system challenges for large-scale AI models, particularly Mixture-of-Experts (MoE) architectures. They note that techniques like expert balancing and assigning dedicated resources…
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Together AI hosts MLSys 2026 social event
Together AI is hosting an event called "Inference After Dark" during the MLSys 2026 conference. The event will take place on Tuesday, May 19th, from 7:30 PM to 10:00 PM at Tavern Hall in Bellevue, WA. It is intended as …