2 papers
cs.AI2026
Separating Prompt Harmfulness from Interaction Safety via Partial Generation
Ram Vikas Mishra, Shashank Aggarwal, Jahnavi Kumar +1
LLM-based information systems need safety guardrails. Most guardrails classify the prompt alone. If the prompt looks harmful, the system rejects it before any answer is generated.…
cs.AI2026
Evaluating Chain-of-Thought Reasoning through Reusability and Verifiability
Shashank Aggarwal, Ram Vikas Mishra, Amit Awekar
In multi-agent IR pipelines for tasks such as search and ranking, LLM-based agents exchange intermediate reasoning in terms of Chain-of-Thought (CoT) with each other. Current CoT e…