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Author

A. Sankaran

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#artificial intelligence Preprint Nov 2026

We Ran a Research Sprint With AI. The AI Worked. The Research Didn't

This work proposes Human-AI-Human collaboration: an interaction topology in which AI connects researchers' contextss and supports inspectable collective evaluation and decision-making, prioritizing shared context and team-visible evaluation checkpoints for controlled follow-up.

A. Sankaran, Arijit Banerjee · 0 citations
#machine learning Preprint Oct 2026

CuraLoc: Repository-Level Fault Localization via Planned Code Inspection

A bug report describes what went wrong, but rarely where the code should change. Existing repository-level localization methods often let language models iteratively decide what code to inspect next, requiring repeated model calls and substantial token usage. We investigate whether these inspection decisions can instea...

Sangeeta Warrier, A. Sankaran, Ryen W. White · 0 citations

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