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user: uberdavid
created: 2026-03-30
karma: 2

I'm David, an ML researcher at Meta. I built an independent project SOTAVerified(https://sotaverified.org). SOTAVerified is open infrastructure for tracking and verifying machine learning research results. We index papers from arXiv, maintain benchmark leaderboards across thousands of ML tasks, and let the community log reproductions so reported results can be independently confirmed.

submissions:

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Random Machines: Why the Optimizer Is the Least Important Part of Deep Learning
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How RL Reward Hacking Made Claude Mythos a Zero-Day Hunter
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The Dark Factory Harness: From Autonomous Hill-Climbing to Autonomous Research
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SOTAVerified the open verification layer for ML research
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