Mrunal Kakirwar

collaborators

2 papers

cs.SE2026

The Evaluation Context Protocol (ECP): A Portable Contract for AI Agent Evaluation

Aniket Wattamwar, Manav Anandani, Mrunal Kakirwar

The evolution of artificial intelligence has necessitated a fundamental shift from evaluating isolated Large Language Models (LLMs) to assessing autonomous agentic architectures. T…

cs.CR2026

$I ¨ $ -RAG: Oblivious Retrieval via Semantic Quantization and Transcendental Addressing for Large Language Models

Aniket Wattamwar, Mrunal Kakirwar

This paper introduces $I ¨ $ -RAG, a novel architecture for oblivious retrieval that decouples Large Language Models (LLMs) from sensitive data storage without sacrificing semantic un…

The Evaluation Context Protocol (ECP): A Portable Contract for AI Agent Evaluation

I¨-RAG: Oblivious Retrieval via Semantic Quantization and Transcendental Addressing for Large Language Models

$I ¨ $ -RAG: Oblivious Retrieval via Semantic Quantization and Transcendental Addressing for Large Language Models