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Ramneet Kaur

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Preprint Aug 2026

Consilience: Conformally Calibrated Communication Control for Hidden-Profile Multi-Agent Reasoning

Multi-agent LLM systems can improve reasoning by pooling diverse perspectives, but their effectiveness depends on coordinating communication, particularly in hidden-profile settings where each agent holds only part of the evidence required for a correct decision. Existing protocols, including fixed schedules, round-rob...

Abhijith Babu, Ramneet Kaur, Vishal Pramanik et al. · 0 citations
#artificial intelligence Preprint Aug 2026

Beyond the Transcript: Detecting Covert Co ordination in Latent Multi-Agent Communication

Verifiable Latent Alignments (VLA), an activation-aware framework for monitoring and steering these private communication channels, is introduced and shows that the evaluated private channel attacks can be monitored without training the primary monitor on attack examples and mitigated when matched counterfactual access...

Ramneet Kaur, Pradyumna Chari, Ramesh Raskar et al. · 1 citation

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