2 papers
cs.AI2025
MEMTRACK: Evaluating Long-Term Memory and State Tracking in Multi-Platform Dynamic Agent Environments
Darshan Deshpande, Varun Gangal, Hersh Mehta +3
Recent works on context and memory benchmarking have primarily focused on conversational instances but the need for evaluating memory in dynamic enterprise environments is crucial…
cs.AI2025
TRAIL: Trace Reasoning and Agentic Issue Localization
Darshan Deshpande, Varun Gangal, Hersh Mehta +3
The increasing adoption of agentic workflows across diverse domains brings a critical need to scalably and systematically evaluate the complex traces these systems generate. Curren…