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cs.CL2025
Beacon: Single-Turn Diagnosis and Mitigation of Latent Sycophancy in Large Language Models
Sanskar Pandey, Ruhaan Chopra, Angkul Puniya +1
Large language models internalize a structural trade-off between truthfulness and obsequious flattery, emerging from reward optimization that conflates helpfulness with polite subm…
cs.CL2025
Chronocept: Instilling a Sense of Time in Machines
Krish Goel, Sanskar Pandey, KS Mahadevan +2
Human cognition is deeply intertwined with a sense of time, known as Chronoception. This sense allows us to judge how long facts remain valid and when knowledge becomes outdated. D…