
EducateWright launches with $25M pledged: $20M for active-inference training grants, $5M for internships. UNI architecture uses Free Energy Principle; Layer 1 audit complete, Layer 2 review open.
A pre-formation nonprofit called EducateWright launched this week with a $25 million funding commitment from SolutionWright and Universal Natural Intelligence (UNI). The money is split: $20 million for educational grants and Workshop scholarships, $5 million for fully-subsidized workforce mentorships. The stated mission is anti-violence outreach and education, with a focus on teaching people to teach again.
Michael Polzin, the regenerative architect behind UNI and founding operator of EducateWright, said the initiative is not claiming to have solved anything. "We are here to open doorways, to move real value toward the people already doing patient, human work, and to teach the next person how to carry it," he said in the announcement. "Software does not end violence, and code does not teach a child. People do."
The flagship offering is the UNI Workshop, a training program built on active-inference architecture rather than standard large language model tooling. The program is valued at $75,000, though EducateWright is using its grant pool to offer partial-to-full-ride scholarships. Separately, the $5 million internship pool covers the operational costs of host mentorships across SolutionWright and EducateWright, allowing individuals who lack access to high-tech career paths to get hands-on training without financial strain.
What sets the initiative apart from typical AI education efforts is its emphasis on verifiable science. The underlying UNI architecture is grounded in the Free Energy Principle, associated with Karl Friston and colleagues. The foundational paper was deposited on Zenodo under an MIT license in April 2026. Layer 1 of the audit – machine-executable checks – is complete, with 87 pytest assertions across 11 numerical demonstrations verified on Linux, Windows, and macOS. Layer 2, a human expert review, is still open for participants.
EducateWright is careful not to overclaim. The press release states the architecture is not presented as a new scientific field, a new free-energy formalism, achieved general intelligence, consciousness, or biological equivalence. Until Layer 2 completes, the work stands as a preprint and build-audit artifact. The initiative's role, Polzin said, is to keep the receipts where anyone can check them.
Tapas Vishwas, founder of TechPitchers and Crezik AI, said he is supporting the mission because he believes combining AI, education, and global collaboration can empower people to learn and solve real-world problems. Jesse White, co-author of "Run on Rhythm," also endorsed the effort.
Applications for the Workshop scholarships and subsidized internships are open immediately. The Layer 2 human review gates are accepting academic, industry, and organic operators to stress-test the framework. More details are at educatewright.com.
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