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Fluid compute: Evolving serverless for AI workloads

Vercel News·Collier Kirkland·4 days ago
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AI’s rapid evolution is reshaping the tech industry and app development. Traditional serverless computing was designed for quick, stateless web app transactions. LLM interactions require a different sustained compute and continuous execution patterns. This design mismatch presents an opportunity for a new compute model tailored for AI workloads. Link to heading LLM interactions: A sequence, not a single request Engaging with an LLM is more than just sending a request and receiving a response. Unlike traditional web apps, where most requests are processed in milliseconds, LLM workloads involve extended execution times and periods of inactivity.…

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