Mayank Ravishankara

Articles by Mayank Ravishankara

Academic · 1 min

PlotChain: Deterministic Checkpointed Evaluation of Multimodal LLMs on Engineering Plot Reading

arXiv:2602.13232v1 Announce Type: new Abstract: We present PlotChain, a deterministic, generator-based benchmark for evaluating multimodal large language models (MLLMs) on engineering plot reading-recovering quantitative values …

Mayank Ravishankara

21 views Mar 7

Academic · 1 min

CircuChain: Disentangling Competence and Compliance in LLM Circuit Analysis

arXiv:2602.15037v1 Announce Type: cross Abstract: As large language models (LLMs) advance toward expert-level performance in engineering domains, reliable reasoning under user-specified constraints becomes critical. In …

Mayank Ravishankara

23 views Feb 23

Mayank Ravishankara

Articles by Mayank Ravishankara

PlotChain: Deterministic Checkpointed Evaluation of Multimodal LLMs on Engineering Plot Reading

CircuChain: Disentangling Competence and Compliance in LLM Circuit Analysis

JCG, PC

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