Aniketh Garikaparthi

TCS Research

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Eval Frameworks & Benchmarks (1)Scientific Discovery & Drug Design (1)Tool Use & Agents (1)

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Manasi Patwardhan (1)Arman Cohan (1)

Papers (1)

Feb 16, 2026

TCS Research3w ago·also AI2

ResearchGym: Evaluating Language Model Agents on Real-World AI Research

Even GPT-5 struggles to reliably reproduce novel research findings, highlighting a significant gap between capability and reliability for AI agents tackling end-to-end research tasks.

Aniketh Garikaparthi, Manasi Patwardhan, Arman Cohan

Eval Frameworks & Benchmarks Scientific Discovery & Drug Design Tool Use & Agents

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Aniketh Garikaparthi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)