Can We Reverse-Engineer Goal Misgeneralization in Sovereign AI?
Introduction to Sovereign AI and Goal Misgeneralization Sovereign Artificial Intelligence (AI) represents a significant evolution in the realm of autonomous systems. It is designed to
Understanding Monosemantic Features in Reasoning Indic Models
Introduction to Monosemantic Features Monosemantic features are integral components within reasoning models, particularly in the context of logical analysis and formal reasoning. These features pertain
Comparing KTO and DPO for Indian Language Alignment
Introduction to KTO and DPO In the evolving landscape of language technology, particularly in relation to Indian languages, two methodologies have emerged as crucial to
Why Reward Models Amplify Length Bias in Indic Preferences
Introduction to Reward Models and Length Bias Reward models are an integral part of machine learning paradigms, particularly in reinforcement learning and supervised learning frameworks.
Incorporating Bihar’s Cultural Values in Constitutional AI: A Path Forward
Introduction to Constitutional AI Constitutional AI is a burgeoning concept aimed at governing artificial intelligence systems through a framework of ethical and societal principles. As
Exploring the Best Scalable Oversight Techniques for 2026
Introduction to Scalable Oversight Techniques In an increasingly complex world, the concept of scalable oversight techniques is becoming pivotal across multiple domains, including business, governance,