SIA Lab

Empathy & LLMs

HAICE · Contrastive Norm Learning

A contrastive approach to learning empathy norms for AI evaluation.

Stage
Framework draft
Last activity
2026-03-28
Target venue
Yale workshop

How should we evaluate whether an AI system’s empathetic response is normatively appropriate? We propose a contrastive norm-learning framework that builds evaluation signal from pairwise human judgments rather than absolute ratings.

Full project write-up coming soon.

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