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BOHM: Zero-Cost Hierarchical Attribution for Compound AI Systems

arXiv cs.AI · 2026-05-25 Cached

Introduces BOHM, a zero-cost hierarchical attribution method for compound AI systems that extracts attribution from routing weights, outperforming Shapley-based methods in many real-world deployments.

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@MaximeRivest: Compound AI System for Images are way under appreciated. We need gepa, dspy, autoresearch style optimization to go from…

X AI KOLs Following · 2026-05-11

Maxime Rivest argues that compound AI systems for images are undervalued and suggests leveraging optimization frameworks like DSPy and GEPA to automate pipeline creation involving SAM and classifiers.

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