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Profile of evidence-bundle-spec scoped to EdTech AI bias/equity-coverage evidence. ESSA accountability subgroups (race per OMB SPD 15, EL, economically disadvantaged, IDEA/504, migrant, Title IX gender) + EdTech additional dimensions (foster, homeless, EL WIDA proficiency, primary home language). EdTech-readiness scaffolding, not certification.