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Justin Bauer
Title: Research Engineer
Company: Snorkel AI
Bio
Justin Bauer is a Research Engineer at Snorkel AI, working on synthetic data, evaluation, and benchmarks. He previously interned at Google DeepMind and Tesla, focusing on reinforcement learning and sensor perception.
The latest from
Justin Bauer
Parsing Isn’t Neutral: Why Evaluation Choices Matter
Behind every AI benchmark is a hidden choice: how to read the model’s answers. That choice—parsing—can quietly tilt results more than the model itself. Parsing is where we take an AI system’s raw response and extract the “answer” we use for scoring. It sounds mechanical, but as our research shows, the choice of parser can dramatically change measured accuracy. In…
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