Subramanyam Sahoo, Aman Chadha, Vinija Jain, Divya Chaudhary

Subramanyam Sahoo, Aman Chadha, Vinija Jain, Divya Chaudhary의 전문분석자료

Academic · 약 1분

The Reasoning Trap -- Logical Reasoning as a Mechanistic Pathway to Situational Awareness

arXiv:2603.09200v1 Announce Type: new Abstract: Situational awareness, the capacity of an AI system to recognize its own nature, understand its training and deployment context, and …

조회수 45회 03.11

Academic · 약 1분

SAHOO: Safeguarded Alignment for High-Order Optimization Objectives in Recursive Self-Improvement

arXiv:2603.06333v1 Announce Type: new Abstract: Recursive self-improvement is moving from theory to practice: modern systems can critique, revise, and evaluate their own outputs, yet iterative …

Subramanyam Sahoo, Aman Chadha, Vinija Jain, Divya Chaudhary

조회수 42회 03.09

Academic · 약 1분

When Shallow Wins: Silent Failures and the Depth-Accuracy Paradox in Latent Reasoning

arXiv:2603.03475v1 Announce Type: new Abstract: Mathematical reasoning models are widely deployed in education, automated tutoring, and decision support systems despite exhibiting fundamental computational instabilities. We …

Subramanyam Sahoo, Aman Chadha, Vinija Jain, Divya Chaudhary

조회수 48회 03.06