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Aditya Bharat Soni

2 accepted papers

2026

How can we assess human-agent interactions? Case studies in software agent design

ICML 2026poster

While benchmarks measure the accuracy of LLM-powered agents, they mostly assume full automation, failing to represent the collaborative nature of real-world use cases. In this paper, we make two major steps towards the rigorous assessment of human-agent interactions. First, we propose PULSE, a frame…

Cited by 0SourceScholar
2026

OpenAgentSafety: A Comprehensive Framework For Evaluating Real-World AI Agent Safety

ICLR 2026poster

Recent advances in AI agents capable of solving complex, everyday tasks-- from software engineering to customer service-- have enabled deployment in real-world settings, but their possibilities for unsafe behavior demands rigorous evaluation. While prior benchmarks have attempted to assess agent saf…

Cited by 0SourcecodeScholar