Quantum Mirror Media Lab creates hands-on programs that teach young people to audit AI for accuracy, bias, and logic — and to think clearly in public. We build the curriculum; schools, youth programs, and workforce partners deliver it.
Every engagement follows the same three steps, whether it runs in one classroom or across a network of sites.
Your organization licenses the curriculum and apps for your sites and cohorts, with QMML's intellectual property and attribution protected in writing.
Train-the-Teacher professional development prepares your staff to run the audit framework and activities with confidence — in person or remotely.
You deliver to your participants. Or, for a first cycle, QMML facilitates the residency directly while your team learns the model alongside us.
A 21-lesson, human-in-the-loop AI literacy curriculum built on QMML's proprietary Fact / Bias / Logic audit framework:
A civic-discourse app that structures classroom discussion of real public questions — claims, evidence, and counterarguments, held to a standard.
A daily alignment and habit-audit app: set goals, check in against them, track a budget, and plan the week — a personal version of the same audit habit our curricula teach.
The AI Operations Center ran in Summer 2026 in partnership with CASW (Children's Arts & Science Workshops) as part of DYCD/SYEP.
Final scope and figures are set in a written agreement for each partner. Rates below are QMML's standard published tiers.
Curriculum and AI Audit Arcade license for your sites, with partner attribution and implementation materials.
License plus professional development that prepares your staff to deliver the program independently.
QMML facilitates the full cycle with your cohort while your team learns the model in delivery.
Civic Pulse licensing starts at $2,950 per school per year, with network pricing available. Ask for the rate card.
Quantum Mirror Media Lab is a Brooklyn-based program studio. It operates as a DBA of Wrappers Delight Inc and is an approved NYC Department of Education vendor (#VS00102354).
The lab grew out of founder Tasha Lambert-Mabry's book The Quantum Mirror and two decades of work across education, music rights, and youth programming. Its programs share one premise: young people don't need to be protected from AI — they need to be trained to audit it.
QMML is a for-profit program partner. Where grant funding is involved, a nonprofit partner serves as applicant of record and QMML is the paid program partner and licensor.
If you run a youth program, school, or workforce initiative and want AI literacy your participants can actually use, write to us.
tasha.mabry@gmail.com