Renamed. The platform is now simply Mini Scholars, a Modern Society Labs company. Mini Scholars Learning Center is the pilot facility and is separate. "MSL EduTech" no longer appears.
Eight diagrams added (SVG, generated from fixes/make_diagrams.py so they can be regenerated when the content changes): data path, two tiers, the wall, model fit, reading rope, sound ladder, zone of proximal development, sensory modes. The ASCII architecture block on the data-path page is retired.
Data path page now links into the attestation stack's own documentation at every point it depends on it: device identity, attestation flow, two-service architecture, encryption (input and output), privacy bucketing, and the Tier 1/2/3 roadmap. Added an honesty note: Locale's docs list gateway-attested devices (our hub design) under future work, so the hub integration is design, not shipped code.
Renamed for parents. The technical page formerly titled with the attestation stack's product name is now How the data path works, and a new plain-language page, Privacy by design, sits in front of it. The product name of the underlying attestation system no longer appears on this site or on minischolars.co; it is linked instead (what it is). Reason: families should not need to learn a product name to understand what happens to their child's voice.
The walkthrough stop formerly labelled with that name is now "05 · Privacy by design" and its copy was rewritten in plain language.
Correction, Facility OS. An earlier draft said no incumbent integrates with state subsidy portals. That was wrong: attendance upload to state portals via KinderSystems is documented in eight states, including Missouri's CCBIS. The claim is now limited to per-child payment reconciliation, which we could not find in any incumbent. Added a state landscape table with sources.
Known open item: the Reading Rockets URL for Scarborough's Reading Rope returned a "page not found" on their site on 2026-09-06 despite being their canonical link. Retained pending a replacement.