Concept detail
Refinement token dominance (60%)
0 tagged videos · 1 connection videos · degree 0
Publication timeline
- 2026-091 video
Source videos
Observed neighbors
Agent ROI threshold (P(success) > verify/do)
Both identify verification and repair as the cost-dominant term; lowering verification cost raises the set of tasks that clear the ROI threshold, and lowering refinement tokens lowers the cost side of the same equation.
1 source videos
Improving the economics of agentic AI: A guide for business leadersRelated tagged insights
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