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NeurIPS 2026OxfordAlleloCooperative AI FoundationUppsalaUK AI Security InstituteMulti-agent LLM systems

Inter-Agent Influence: Evaluating Persuasion, Deception and Coercion in Multi-Agent Systems

Chandler Smith, Cecilia E Tilli, Qi Guo, Sophia Hatz and 5 more

Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 2 of 20 reviewers recommend it
lenient 1/5
medium 1/10
strict 0/5
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NeurIPS 2026Imperial College LondonUK AI Security Institute | UniveUK AI Security InstituteU OxfordU Oxford / UK AISIAI oversight & deception

RealityTest: How People Probe AI Identity and Whether Models Disclose It

RealityTest benchmarks multimodal multilingual AI identity disclosure via 3,152 human queries, finding question phrasing and context dominate over model choice and suppression cuts rates below 30%.

Anna Gausen, Sarenne Wallbridge, Bessie O'Dell, Christopher Summerfield and 1 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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18/20 AI panelreviewers recommend it

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AI panel: 18 of 20 reviewers recommend it
lenient 5/5
medium 9/10
strict 4/5