EPISODE · May 29, 2026 · 6 MIN
EP214: The Detective s Toolkit
from Learning GenAI via SOTA Papers - Video · host Yun Wu
Title: ARISE: A Repository-level Graph Representation and Toolset for Agentic Fault Localization and Program RepairSource: http://arxiv.org/abs/2605.03117v1Summary:ARISE introduces a multi-granularity program graph and data-flow slicing as a first-class, queryable agent primitive for repository-level fault localization. This architectural primitive significantly improves agentic reasoning for complex program repair by allowing models to trace semantic dependencies across entire codebases.
What this episode covers
Title: ARISE: A Repository-level Graph Representation and Toolset for Agentic Fault Localization and Program RepairSource: http://arxiv.org/abs/2605.03117v1Summary:ARISE introduces a multi-granularity program graph and data-flow slicing as a first-class, queryable agent primitive for repository-level fault localization. This architectural primitive significantly improves agentic reasoning for complex program repair by allowing models to trace semantic dependencies across entire codebases.
NOW PLAYING
EP214: The Detective s Toolkit
No transcript for this episode yet
Similar Episodes
Apr 21, 2026 ·13m
Apr 19, 2026 ·16m
Apr 17, 2026 ·13m
Apr 13, 2026 ·11m
Apr 11, 2026 ·16m