observation · 13 Feb 2026 · 34:18

The external scaffold of codebases provides a unique advantage for models, enabling rapid learning and context-driven task completion that mimics human on-the-job learning.

I think what I'm saying is that we're kind of taking a different path. Don't you think with coding that's because there is an external scaffold of memory which exists instantiated in the codebase? I don't know how many other jobs have that. Coding made fast progress precisely because it has this unique advantage that other economic activity doesn't.

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