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Right-Sizing AI: Compute, Cost, and the Right Tool for the Job

Due interventi presso AWS Amsterdam sul calcolo su CPU rispetto a quello su GPU, sui piccoli modelli sottoposti a fine-tuning per la classificazione e l’instradamento e su un agente che privilegia la CPU su Amazon EKS.

Right-Sizing AI: Compute, Cost, and the Right Tool for the Job

In inglese

Starts
2026-10-27T17:00:00+00:00
Organizer
AI Native Netherlands
Location
AWS Amsterdam, Mr.Treublaan 7, 1097 DP Amsterdam, Netherlands, Amsterdam, Netherlands

The 13th edition of AI Native Netherlands, hosted at AWS's Amsterdam office, with two talks on choosing compute for AI workloads. Christian Melendez of AWS presents a pipeline where classification, routing, embedding and reranking run on fine-tuned small models on CPU, including a CPU-first agent on Amazon EKS that calls an LLM only when needed, plus how price/performance was measured and which design assumptions failed. William Rizzo of Mirantis gives a second talk whose topic is still to be confirmed. Food, drinks and open networking follow. The evening is aimed at data scientists, AI/ML and data engineers, MLOps specialists, SREs, platform and infrastructure engineers, architects and engineering leaders concerned with running applied AI efficiently.

Event website