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mizcausevic-dev / student-cohort-bias-coverage-lab

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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.

edtech equity bias ai-safety essa title-vi title-ix ai-governance evidence-bundle section-504 kinetic-gain-protocol-suite
  • Updated May 30, 2026

mizcausevic-dev / legal-applicant-bias-coverage-lab

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LegalTech bias coverage Evidence Bundle: jury selection (Batson), sentencing (post-COMPAS), immigration triage, public defender caseload, eDiscovery TAR. Anchored to Title VI + Sixth Amendment + Batson + ABA Criminal Justice Standards. 8 subgroups × 11 coverage statuses incl LegalTech-unique compas-cautionary + batson-pattern flags.

legaltech title-vi ai-governance fairness-metrics evidence-bundle ai-disclosure kinetic-gain-protocol-suite bias-coverage batson-framework compas-cautionary sixth-amendment four-fifths-rule
  • Updated May 31, 2026

mizcausevic-dev / government-applicant-bias-coverage-lab

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Profile of evidence-bundle-spec scoped to federal/state/local government AI bias coverage. OMB M-24-10 Sec.5(d) + Title VI + ADA Title II + Section 1557 + OFCCP-equivalent + EEOC four-fifths. GovTech-unique LEP dimension + accessibility-pathway-impairment + agency-civil-rights-finding statuses.

equity bias ai-safety govtech title-vi ai-governance evidence-bundle public-sector-ai kinetic-gain-protocol-suite omb-m24-10
  • Updated May 30, 2026

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