Amit Dhanda
2 indexed papers
Recent (6 mo)
2With code
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226
Top categories
AI×2NLP×1ML×1Multiagent×1
Frequent co-authors
Research Timeline
2026
Safe Equilibrium Policy Optimization for Strategic Agent Policies
The paper introduces Safe Equilibrium Policy Optimization (σepo{}) to train language models for multi-agent strategic tasks, achieving improved safety and robustness across various game domains.
MENTIS: What Belief Changes Under Alignment? Measuring Multi-Scale Latent Torsion in Language Models
The paper introduces MENTIS, a geometry-first framework that measures how preference alignment structurally changes the internal computations of language models, finding that these changes are selective, depth-localized, and concept-dependent.
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Papers
cs.CLcs.AIcs.LGRecentMay 31, 2026
MENTIS: What Belief Changes Under Alignment? Measuring Multi-Scale Latent Torsion in Language Models
The paper introduces MENTIS, a geometry-first framework that measures how preference alignment structurally changes the internal computations of language models, finding that these changes are selecti…
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cs.MAcs.AIRecentMay 29, 2026