4 papers
Mako: A Self-Evolving Agentic Operating System (SE-AOS) for Autonomous Web Exploitation
Praneeth Narisetty, Shiva Nagendra Babu Kore
We introduce the Self-Evolving Agentic Operating System (SE-AOS): a new class of AI agent that treats exploit capability as a mutable, versioned kernel it extends at runtime, obser…
Onnes: A Physics-Grounded Multi-Agent LLM Simulator for Cryogenic Fault Diagnosis in Quantum Computing Infrastructure
Praneeth Narisetty, Uday Kumar Reddy Kattamanchi, Shiva Nagendra Babu Kore
Dilution refrigerators are the enabling infrastructure of superconducting quantum computers, yet their fault diagnosis is still dominated by threshold alarms that report that somet…
Adaptive Evaluation of Out-of-Band Defenses Against Prompt Injection in LLM Agents
Praneeth Narisetty, Shiva Nagendra Babu Kore, Uday Kumar Reddy Kattamanchi +1
Recent work (2024 to 2026) has converged on a strategy for defending tool-using LLM agents against indirect prompt injection: rather than training the model to refuse malicious ins…
AQUA: A Large Language Model for Aquaculture & Fisheries
Praneeth Narisetty, Uday Kumar Reddy Kattamanchi, Lohit Akshant Nimma +4
Aquaculture plays a vital role in global food security and coastal economies by providing sustainable protein sources. As the industry expands to meet rising demand, it faces growi…