AI & ML interests
Planetary causal inference // Text-based AI systems // Adversarial dynamics
Recent Activity
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Papers
ExpertMuon-Compass: Alignment-Guided Step Sizes for Mixture-of-Experts Training
When Many Answers Are Valid, Voting Fails: Symbolic Verification for Best-of-K Causal Reasoning in LLMs