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Zain Asgar
Co-founder and CEO of Gimlet Labs and adjunct computer science faculty at Stanford, focusing on heterogeneous AI inference, efficient compute orchestration, and systems for agentic workloads.
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Dec 2, 2025
• 49min
Scaling Agentic Inference Across Heterogeneous Compute with Zain Asgar - #757
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Zain Asgar, co-founder and CEO of Gimlet Labs, is an expert in efficient AI compute orchestration and heterogeneous inference. He discusses the challenges of handling token-heavy agentic workloads and the need for diverse hardware solutions. Zain elaborates on Gimlet's innovative three-layer architecture for workload disaggregation and LLM-driven optimization. He shares insights on the complexities of networking, the trade-offs in precision, and the future of resource scheduling, all while emphasizing the importance of cost-effective AI operations.
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