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AI Engineer Summit 2026

Oct 12–13, 2026Moscone West, San Francisco

Two days for the people building AI systems that have to work on Monday morning. Practitioner talks on evaluation, agents, retrieval, inference infrastructure and the product decisions in between — no keynote fluff, no vendor pitches.

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InfrastructureTalk

Serving four hundred models on one GPU fleet

When
Monday, October 1211:15 AM - 12:00 PM PDT
Where
Main StageSeats 300
Format
Talk
Track
Infrastructure
Level
Advanced
Language
English
gpuoperations

About this session

Multi-tenant inference from the operator's seat: scheduling, memory packing, cold-start mitigation, noisy-neighbour isolation, and the observability you need before you can safely oversubscribe anything.

Speaker

LF

Liam Ferguson

Staff Site Reliability Engineer

Orbit Cloud