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Author

Nirmit Desai

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#artificial intelligence Preprint Oct 2026

LeCuration: A Tiny World Model as a Data Curation Multi-Tool

This paper trains LeCuration, a small world model intended to serve as a data curation tool for a separate, larger downstream model, and finds that the embeddings of this model can be used as an anomaly detection signal and as a content-based clustering heuristic, and that auto-regressively predicting the game state wi...

Mayank Sengupta, Nirmit Desai, Eric Song et al. · 0 citations
#artificial intelligence Preprint Sep 2026

UniK: Universal Knowledge Perception for Digital and Physical AI

This work proposes UniK, a common platform for both digital and physical AI classes, covering the full knowledge lifecycle across modalities from rich text and video to molecular data and sensor telemetry, built on Polymath Retrieval with no task-specific fine-tuning.

Nirmit Desai, Kunal Sawarkar, Aditya Mahakali et al. · 0 citations

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