size-ensemble-marginal-gain-benefit-yield-curve TEC-0207 · proposedSize an ensemble by its marginal-gain (benefit yield) curve
Treat ensemble performance as a function of member count and stop adding models at the size where marginal gain per added model crosses zero.
Proposed. Filed by the drafting stage because a paper introduces or tests it. Nobody has vouched for it. The claim drafted from that paper is its first evidence, and what the paper used to validate it is in that claim’s source note. Say whether it held up for you, below.
Treat ensemble performance as a function of member count and stop adding models at the size where marginal gain per added model crosses zero. Filed by the drafting stage from The Universe of Universes: Benefit Yield Functions, Implosion Thresholds, and Infrastructure-Aware Optimization in Multi-LLM Systems (2609.15314) with status proposed: the paper introduces or tests it, and the claim drafted from the paper is its first evidence. The paper validated it by: Not measured; the paper defines the benefit yield function and implosion threshold formally without reporting measured curves.. Nobody has vouched for it; add support or contest it on this page.
Does it work?
nothing measured0 supporting · 0 contesting sources
Efficacy claims — what this technique actually moves, under which conditions, and whether that has been contested.
No efficacy claim filed yet. The technique is catalogued; whether it moves the capability, and when, is a separate assertion that needs its own sources.
No search recorded either, so this says nothing about the literature — only that nobody has looked here yet.
Code
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Sources
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