Space: O96a/aris-adversarial-demo
title: ARIS Adversarial Review Demo
paper: 2605.03042
paper_title: ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration
domain: agentic_systems
hypothesis: Cross-model adversarial review catches claim-evidence mismatches that single-model execution misses
objective: Prototype a two-agent system where executor generates claims and reviewer critiques evidence support
method: Gradio demo with simulated research claims, reviewer analysis, and claim audit trail
expected_results: Reviewer flags unsupported claims; audit ledger shows claim-to-evidence mapping
status: building
ts: 2026-05-06T11:00:00Z
Tags: region:us