June 29 – July 2, 2026 · San Francisco, CA · imported from ai.engineer's public schedule feed

AI Engineer World's Fair 2026 — unofficial import demo

Unofficial demo. This programme was imported from the AI Engineer World's Fair's own public schedule feed to show vibeboard at real conference scale. Not affiliated with, or endorsed by, the organisers.

All sessions
AI Architects: Show my WorkflowSession

When Will The Benchmaxxing Plague End?

Nick Heiner

When
Tuesday, June 302:50 PM – 3:10 PM · 20 min
Where
Track 9San Francisco, CA · imported from ai.engineer's public schedule feed
Google Calendar

About this session

Model releases are heralded by a flourish of trumpets, a chorus of weeping angels, and often, inflated benchmark claims. Why do benchmarks so often not reflect real-world value? Is it intrinsic to the science of benchmarking, or just the consequence of our current practices? Is LM Arena a cancer on AI?

Speaker

Nick Heiner
Nick Heiner

VP of RL Environments, Surge AI

Nick Heiner is the Head of RL Environments at Surge AI, the post-training company founded and bootstrapped to $1B in revenue by CEO Edwin Chen, where he works directly with top labs to help shape frontier models.

More in AI Architects: Show my Workflow