4 papers
Universal Radial Laws for Random Polynomials: Erdős Problem #522 and Non-Universal Fluctuations
Sebastien Kawada
We resolve Erdős Problem #522, posed in 1961, by proving that for random Littlewood polynomials the proportion of zeros in the closed unit disk converges almost surely to . Mo…
Evidence Integration in Large Language Models
Sebastien Kawada, Manolis Kellis
Despite increasing reliance on LLMs that reason with external evidence supplied by tools, retrieval-augmented generation, other agents, and users, how LLMs integrate such evidence…
AsymVerify at SemEval-2026 Task 6: Asymmetric Confidence-Gated Verification for Political Evasion Detection
Sebastien Kawada
Political evasion is difficult to detect because evasive answers often appear cooperative while avoiding concrete commitment. We present AsymVerify, a confidence-gated verification…
Residual Drift Dominates Contradiction in Multi-Turn Constraint Reasoning
Sebastien Kawada
How do multi-turn reasoning systems fail? The expected answer is logical contradiction, in which the system's maintained state becomes unsatisfiable. We show that the dominant mode…