2 papers
q-bio.NC2026
metasignal: A Python Package for Comprehensive Metacognitive Analysis and Decision-Making
Saurabh Ranjan, Mukesh Makwana, Konstantina Sokratous +1
Metasignal is an open-source Python package for signal detection theory (SDT) and metacognitive measurement. It implements the 17 metacognitive measures evaluated by Rahnev (2025),…
cs.AI2026
Reality Monitoring in Large Language Models: Self-Knowledge That Transforms with Conversation Memory
Saurabh Ranjan, Konstantina Sokratous, Brian Odegaard
A conversational AI that cannot tell its own output from what a user said will treat its own mistakes as user-provided facts. In humans, this capacity is called reality monitoring,…