Model routing: ladder-based selection, verified from raw score files

A measured, ladder-based model and effort escalation discipline, including a case where raising effort made the same model perform worse.

A measured, ladder-based model and effort escalation discipline, including a case where raising effort made the same model perform worse.

A documented escalation ladder climbed one rung at a time with logged pass/fail evidence per rung, including a measured case where raising effort made the same small model perform worse. Choosing the minimum viable model and effort level for a task, with evidence, instead of assuming a larger or more expensive model is automatically better. Evidence: per-run score files, an independent ledger built by aggregating every committed score artifact, and a verification pass that recomputed the answer from raw files rather than trusting a summary.

Technologies

  • Escalation-ladder model routing
  • Per-run score-file verification

Applicability

Useful for a technical or executive evaluator assessing Model routing specifically; drawn from internal source evidence, not an independently public-published artifact.

Evidence

Evidence class: demonstrated-capability

Frequently asked

What is the evidence behind "Model routing: ladder-based selection, verified from raw score files"?

per-run score files, an independent ledger built by aggregating every committed score artifact, and a verification pass that recomputed the answer from raw files rather than trusting a summary.

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