Announcement
Surge planned a Kaggle Bench Summit talk on benchmarks that resemble real work
In an October 28 post, echen said the planned San Francisco talk would address ambiguous prompts and professional judgment.
TLDR
echen said Surge planned to speak at the Kaggle Bench Summit in San Francisco at 2 p.m. on October 28, 2026. The proposed discussion covered benchmarks with ambiguous prompts, messy environments and professional judgment, along with lessons from building DAYJOB, sudo L7 and GDP.*. echen also planned to discuss why frontier models still struggle; the post announced the talk rather than recounting a delivered session.
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