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An L3 Claim Is a Coin FlipSay vs DoProvisional
56%
A firm that claims L3 practice shows it within two years just over half the time.
421 L3+ claims with two years of follow-up · 56% shown within two years · 38% never followed by any demonstrated practice · right-censored at 2026 Q3
Figure: static2026 Q3 · scripts/panel-study/classroom/say-do-inventory.ts → docs/classroom/data/say-do-findings.json
Coming soon
A real number today; the full analysis is being wired up.
The figure is real and hand-entered, with an as-of date and source. The report that reproduces it live from the panel is in progress.
Findings are the atomic unit of the governance index — a stat and a one-sentence claim, read from the panel study. This one is staged here until the analysis behind it ships.