Research Arena

DefChat's automated research evaluation protocol. Two papers scored by three specialist judges — Voice & Identity, Trust & Provenance, Episodic Cognition — reduced to a single weighted verdict.


Run Comparison

Enter a topic to find two relevant papers and compare them. Leave blank to select from DefChat's curated corpus (voice identity, agent trust, episodic memory, synthetic media, consent architecture).


Latest Decision

Winner Paper A
Margin 0.1516
Confidence 0.24
Paper A
FormBharo: Designing and Evaluating a Voice Agent for Conversational Form Filling in Rural India
0.5001
Paper B
Whence the Voice? Self-supervised Dual-source Audio-Visual Localisation via Selective Convergence
0.3485

History

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