Baseten CEO Tuhin Srivastava on Custom Models, and Building the Inference Cloud
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摘要
Baseten CEO and co-founder Tuhin Srivastava sits down with Sarah Guo and Elad Gil to discuss the rapid growth of AI inference demand, Baseten’s 30x growth, and why inference is becoming the strategic “last market.” Tuhin Srivastava argues the application layer will persist because companies with unique user signals can encode value into workflows and post-train specialized models, citing examples like Abridge and support workflows. The conversation covers GPU capacity constraints, Baseten’s multi-cloud fabric across 18 clouds and 90 clusters, long-term contracting dynamics, the importance of the software layer for stickiness, evolving workloads, multichip possibilities, and operational lessons at scale.
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Chapters:
00:31 Baseten growth
01:55 Why the app layer wins
05:57 Serving frontier customers
07:55 Open source model mix
09:21 Chinese models and geopolitics
13:07 Custom inference dominates
14:22 Post training acquisition
17:10 When to invest in custom models
18:35 Supply crunch and data centerse
22:25 Longer GPU Contracts
24:09 What Makes a Winner
26:07 Multi Chip Future
28:19 Runtime Roadmap
31:08 Scaling Edge Cases
33:48 Hiring and Leadership
36:44 Operations Pager Culture
38:19 Efficiency Drives Demand
40:41 Concierge Everything Future
42:34 Conclusion
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