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GBMT-1 · Research record · No. 1

§12 Private Capital, Employers & the Commercializable Frontier — Research Pass

childcare/research/ws12-private-capital.md
This is a working research document from the childcare filing, published as written — including the parts later corrected. It is the underlying record for Whitepaper No. 1, not a summary of it.

Date: 2026-08-03.

Operator economics (the SEC-filings channel, as prescribed)

Reading: the two largest operators are rationalizing, not expanding — revenue grows through price, not enrollment. Three implications: (1) H12.2 supported — private capital is not building toward the shortage; (2) licensed capacity overstates staffed capacity even inside chains (occupancy ≈71% partly reflects staffing limits); (3) rate-participation risk (§12.5) is live — operators exiting marginal centers at market prices will exit faster at public rates below cost. But also a nuance: ~29% slack in chain-served markets is short-run absorption room for demand subsidies (ws09).

The employer channel

Commercializable-frontier verdict this pass

Nothing found contradicts the Baumol hypothesis (H12.1): the observed private-market adaptation is price increases, center closures, and employer-benefit intermediation — all periphery or retreat, none of it cost-reduction in the classroom. Scorecard consequence: architectures assuming private operators expand into public-rate markets are contradicted by observed behavior at market rates.

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