Recovery of capability-development cost through local speedups
Determine whether the savings from a local operation speedup are sufficient to recover the cost of developing and evaluating the retained capability.
References
A local operation speedup leaves open whether its savings recover development cost.
— AgentEvolver: System-Wide Self-Evolution Through Task Execution
(2610.11613 - Zhang et al., 8 Oct 2026) in Section 4.2.3, “Cross-case findings and open questions,” p. 12