DeshkaAI

DeshkaAI is an AI safety and decision-intelligence initiative focused on making AI systems more context-aware, reliable, and human-centered. The project addresses a critical problem: AI systems can misunderstand context, urgency, and potential human impact when responding to real-world situations. DeshkaAI introduces a structured safety decision pipeline that evaluates incoming requests, assesses contextual risk, applies decision boundaries, and maintains an auditable record before allowing downstream actions. Our goal is to build AI systems that prioritize human safety, contextual understanding, and responsible decision-making while supporting practical applications for Indian communities. The hackathon project explores how Meta's AI models can contribute to this mission through a controlled, independently evaluated integration.