3 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
-RAG: Oblivious Retrieval via Semantic Quantization and Transcendental Addressing for Large Language Models
Aniket Wattamwar, Mrunal Kakirwar
This paper introduces -RAG, a novel architecture for oblivious retrieval that decouples Large Language Models (LLMs) from sensitive data storage without sacrificing semantic un…
cs.MA2026
ARIES: A Scalable Multi-Agent Orchestration Framework for Real-Time Epidemiological Surveillance and Outbreak Monitoring
Aniket Wattamwar, Sampson Akwafuo
Global health surveillance is currently facing a challenge of Knowledge Gaps. While general-purpose AI has proliferated, it remains fundamentally unsuited for the high-stakes epide…