AI RESEARCH
We gave an LLM a structural graph of a codebase before exploring. It used 54% MORE context than without one. Paper + explanation inside [R]
r/MachineLearning
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We published a small technical paper this week documenting something that surprised us: In a controlled A/B benchmark on a production multi-repository TypeScript workspace (25 sections, 3,250 files), the arm equipped with a section-scoped structural graph (Blueprint - built from Universal C