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cs.AI2026
PhyDrawGen: Physically Grounded Diagram Generation from Natural Language
Nafiul Haque, Syed Nazmus Sakib, Shifat E Arman
Generating physics diagrams from text requires strict adherence to physical laws. While current generative models produce visually plausible outputs, they systematically hallucinat…
cs.AI2026
PATHWAYS: Evaluating Investigation and Context Discovery in AI Web Agents
Shifat E. Arman, Syed Nazmus Sakib, Tapodhir Karmakar Taton +2
We introduce PATHWAYS, a benchmark of 250 multi-step decision tasks that test whether web-based agents can discover and correctly use hidden contextual information. Across both clo…