Evidence before amplification
This is the inspectable layer behind the writing: what was tested, what happened, how to reproduce it, and where the result stops. A status label only means something when it points to evidence.
A complete proof pair
Useful artifact, focused explanation, legible result.
01 / Give
A benchmark, scorecard, tool, or dataset someone can inspect or use.
02 / Tell
The question, result, method, limits, and practical consequence in plain language.
03 / Show
One chart or diagram with a written takeaway and exact-value fallback.
Available now
Updated only when the underlying evidence changes.
Deterministic benchmark · public repository
The detector evaluates freshness instead of waiting for an exception. The public benchmark records every case and keeps the boundary errors visible.
Limit: this is a deterministic synthetic evaluation of one thresholded check. It does not establish performance on every production stream.
Published evidence
The sanitized 11-row scorecard behind Ali's test of whether one AI manager could estimate selected-page document-extraction difficulty for four contestant configurations.
Dated repository, deployment, isolation, and cost-boundary evidence for Ali's four-unit property web app and its separate synthetic demo.
Release standard
The checked evidence bundle, independent challenge pass, human approval, and published bytes must all agree.
Missing evidence
If a result, date, or artifact has not been captured, it stays marked TBD / not captured. Missing never becomes zero, ready, or verified by presentation alone.