Author

Siddharth Chaudhary

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#artificial intelligence Review Jun 2026

Paper Pilot: A Human-in-the-Loop Expert System for Evidence-Traceable Scientific Manuscript Generation in Applied Sciences

Paper Pilot positions LLM-assisted writing as a controlled human-AI decision-support process rather than a fully autonomous authorship pipeline, and defines eight approval gates across the idea-to-claim pipeline and distinguishes literature-grounded from artifact-grounded claims.

Nidhi Jha, Siddharth Chaudhary, Ajinkya Kulkarni · 0 citations

Jun 2026

Mural: Transferring LLM knowledge to image generation via Mixture-of-Transformers

Leveraging capabilities of large language models (LLMs) in text-to-image (T2I) synthesis is an important research direction. In this work we investigate whether the knowledge of a frozen LLM can be effectively utilized in T2I generation when trained exclusively on standard text-image pairs. We integrate a frozen, reaso...

Achin Jain, Jie An, Siddharth Chaudhary et al. · arXiv.org · 0 citations