2 papers
cs.CL2026
How Language Models Fail: Token-Level Signatures of Committed and Persistent Reasoning Failures
Tanvi Thoria, Kiana Jafari, Marc R. Schlichting +1
Failures in language model reasoning emerge through distinct processes that leave identifiable signatures in the reasoning trace. We characterize these failures using token-level u…
cs.HC2025
LeRAAT: LLM-Enabled Real-Time Aviation Advisory Tool
Marc R. Schlichting, Vale Rasmussen, Heba Alazzeh +5
In aviation emergencies, high-stakes decisions must be made in an instant. Pilots rely on quick access to precise, context-specific information -- an area where emerging tools like…