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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Adithya Krishnan

h-index 3 View on Semantic Scholar

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Preprint Aug 2026

Scrouting: Cost-Aware Routing of Coding Agents by Scouting the Repository First

SuperScout is presented, which routes after scouting the repository: a 7B searcher, SuperScout-7B, first explores the repository and produces a structured handoff whose reproduction claims are sandbox-verified, with false claims stripped before delivery.

Ishaan Bhola, Adithya Krishnan, NS Mukunda · 0 citations
Jul 2026

Distilled documentation for dialect-specific SQL generation

This work analyzes query logs from MotherDuck, a cloud analytics platform built on DuckDB, to show that real-world SQL extends far beyond analytical queries, with users frequently employing dialect-specific functionality that LLMs struggle with.

Till Döhmen, Adithya Krishnan, Hamilton Ulmer et al. · 0 citations

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