2 papers
cs.LG2026
Trust, but Don't Verify: Epistemic Blind Spots in LLM Source Evaluation
Rohan N. Pradhan, Steve Goley
Language models increasingly act as epistemic proxies, synthesizing evidence from multiple sources to inform decisions. Whether they evaluate the quality of that evidence, or merel…
cs.LG2026
Conditional Inference Trees and Forests for Feature Selection
Robert Milletich, Justin Downes, Steve Goley +1
Conditional inference trees (CIT) and conditional inference forests (CIF) reduce split-selection bias by testing features before choosing split thresholds, but repeated permutation…