Author

Ella Hugie

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Preprint Aug 2026

RaivenTracks: Branching Provenance for Conversational Visualization Workflows

As AI agents increasingly participate in scientific workflows, scientists are shifting from direct authorship toward oversight, inspection, and steering. LLM-driven visualization systems are a promising interface for this hand-off, yet they remain largely stateless, forcing users to reconstruct context across refinemen...

Ella Hugie, Alexandra Irger, Grace Guo et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Benchmarking Vision-Language Models on Synapse Detection and Proofreading in Connectomics

When evaluated on unseen species, the best adapted VLMs outperformed specialist models trained on the same data in identifying merge errors and LoRA on a few thousand labels brought open models level with specialist models.

Yi-Cong Li, Jun-Jie Wang, Leander Lauenburg et al. · 0 citations