docs: update scoring methodology - #241
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brth31
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Aug 26, 2026
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- Hallucination/Security no longer default to 100 with zero graders on CLI-only evals (and Correctness no longer defaults to 0) — both become N/A and the remaining weights renormalize.
- Efficiency gets a command-precision variant for cli-only evals: measures probe-and-retry against the declared target operation instead of file-based waste that can't fire without files.
- Weight changes now require a before/after sensitivity check against stored results before merge.
- Baseline (zero-tool) demoted from the headline comparison — it conflates the generic lift of having any tool access with the specific lift of Auth0's tools, and likely overstates the published delta.
- Hallucination, Security, and Correctness given concrete, bounded criteria instead of open-ended labels.
…ine comparison - Hallucination/Security no longer default to 100 with zero graders on CLI-only evals (and Correctness no longer defaults to 0) — both become N/A and the remaining weights renormalize. - Efficiency gets a command-precision variant for cli-only evals: measures probe-and-retry against the declared target operation instead of file-based waste that can't fire without files. - Weight changes now require a before/after sensitivity check against stored results before merge. - Baseline (zero-tool) demoted from the headline comparison — it conflates the generic lift of having any tool access with the specific lift of Auth0's tools, and likely overstates the published delta. - Hallucination, Security, and Correctness given concrete, bounded criteria instead of open-ended labels.
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brth31
requested review from
frederikprijck,
sanchitmehtagit and
subhankarmaiti
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sanchitmehtagit
August 26, 2026 04:45
sanchitmehtagit
approved these changes
Aug 26, 2026
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