Shravan Nayak

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Tool Use & Agents (1)World Models & Planning (1)

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Shiva Krishna Reddy Malay (1)Jishnu Sethumadhavan Nair (1)Sagar Davasam (1)Aman Tiwari (1)

Papers (1)

Mar 13, 2026

Shiva Krishna Reddy Malay +8Mar 13, 2026

EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings

Current LLM agents are nowhere near ready for autonomous enterprise deployment, with even the best models failing at strategic reasoning and often attempting infeasible tasks with potentially harmful consequences.

Shiva Krishna Reddy Malay, Shravan Nayak, Jishnu Sethumadhavan Nair +6

Eval Frameworks & Benchmarks Tool Use & Agents World Models & Planning

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Shravan Nayak

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)