The evidence · controlled-company event study
On the clean disclosure day, Dell’s fully-adjusted (market + sector + AI) abnormal return is , statistically indistinguishable from zero (pBH = ). The only large cumulative returns belong to the AI-server rally, which the AI-controlled model removes.
What this is — and what it is not. This is a power-limited null, not a bounded null: the two one-sided equivalence test at the ±2 pp band returns p ≈ , and the minimum detectable effect is . A plausible 1–3% governance re-pricing is below detectability. The null is neutral — equally consistent with an efficient market pricing a governance-neutral move and with a foregone-conclusion vote. The market study refines the thesis; the arithmetic identity carries it.
Headline scoreboard
Six benchmark models on the disclosure-day window (, primary anchor T0 = ). All cells non-significant (pBH = ). The TOST tile does not affirm equivalence.
Mean-adjusted
pBH = · null
Market (S&P 500)
pBH = · null
Market + sector (XLK)
pBH = · null
Market + sector + AI
pBH = · fully adjusted
Donor-weighted portfolio
pBH = · null
TOST equivalence (±2 pp)
p ≈
does NOT affirm equivalence
The AI rally, not the charter
The big positive cumulative returns that surface under one alternative clock are Dell’s own AI-server returns — on May 6 and on May 8 — not a charter effect. They survive only when the window swallows those days and the model omits an AI control.
The eight stress tests
If the clean-day null were hiding a real, Dell-specific signal, at least one of these would isolate Dell. None do. The full interactive battery — with Plain-English / worked-example / Academic methodology toggles for every test — is on the Stress tests page.
| # | Test | Result |
|---|---|---|
| 1 | Event-date sensitivity (both anchors) | May-4 fully-adjusted ; May-5 spike is AI-rally driven |
| 2 | Window sensitivity | Wide windows confound-flagged (overlap AI rally + late-May earnings); never headlined |
| 3 | Donor leave-one-out | No verdict flips across all donors, both anchors |
| 4 | Placebo-in-time | pseudo-dates; May-5 AI-controlled p = |
| 5 | Placebo-in-space | Honest limit: min attainable permutation p = with donors |
| 6 | AI-loading cross-section | Dell sits on the line; screened R² = (preliminary) |
| 7 | GARCH(1,1) | Day-0 AI-controlled z = (p = ); corroborative |
| 8 | Confounder log & power | MDE ; May 6/8 are Dell’s own AI returns |
The comparator
ExxonMobil’s NJ→TX Proposal 4 was approved on at — not of outstanding (Form 8-K Item 5.07, acc. ). ExxonMobil faced organized proxy-adviser opposition and adopted zero elective provisions; Dell, with a controller bloc, faces a vote whose outcome is an arithmetic identity. Two boards, two postures, one statute.