From e798e3f6c2cf90de25a9d4b678b8d019963bd472 Mon Sep 17 00:00:00 2001 From: bigboateng Date: Sat, 18 Jul 2026 21:12:46 +0100 Subject: [PATCH] Document Value Map testing and benchmarks --- README.md | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/README.md b/README.md index d3f8802..206b060 100644 --- a/README.md +++ b/README.md @@ -118,6 +118,18 @@ Value Map uses deterministic checks for the parts that should not depend on tast An LLM still performs semantic projection, so the result is not a scientific measurement of whether an idea or sender is good. It is a traceable, falsifiable interpretation. The final judgment remains yours. +## Testing and benchmarks + +Value Map is checked with deterministic lineage and evidence gates, +metamorphic tests, staged smoke cases, and a live inverse benchmark that holds +one external message constant while changing the underlying code truth. The +latest three-call Gemini Flash run passed every inverse gate and both negative +controls. This validates the operator on a controlled fixture; it is not a +claim of general accuracy across products or conversations. + +See the [benchmark record](https://github.com/operatorstack/intelligence-flow/blob/main/labs/14-product-value-projection/BENCHMARK.md) +and its reproducible evaluator in Intelligence Flow. + ## Source and releases The canonical operator and evaluation work lives in [Intelligence Flow](https://github.com/operatorstack/intelligence-flow/tree/main/labs/14-product-value-projection). This repository owns the public product surface, installation, compatibility checks, and releases.