Wonders AI™ Institutional
GenAI Safety Center

Wonders AI™ Institutional
GenAI Safety Center

Resources for Academic GenAI risk assessment and policy development.

Resources for Academic GenAI risk assessment and policy development.

GenAI in Academia presents tremendous opportunity but also significant risks.

Wonders AI is committed to developing institutionally safe AI systems that promote academic integrity, prepare students for AI-driven work, and respect all dimensions of institutional needs.


The provided resources may help you in risk evaluation, policy formation, and syllabus development.

Wonders AI is committed to developing institutionally safe AI systems that promote academic integrity, prepare students for AI-driven work, and respect all dimensions of institutional needs.


The provided resources may help you in risk evaluation, policy formation, and syllabus development.

State of Educational GenAI
White Paper

An exploration of the state of Gen AI readiness, student perspectives, and institutional policy.

Institutional
Policy Reference

Researchers reduce the administrative burden connected to literature review—meaning finding meaningful research gaps and publishing valuable insights quicker.

Sample
AI Use Policies

Teachers gain visibility into students’ process with shared workspaces. Transparent sourcing reduces risks of AI plagiarism with proof-of-work oversight.

AI Risk
Assessment Framework

Draft Institutional AI Risk Assessment Framework — useful for evaluating potential AI tools before piloting or procurement.
Last updated November 2025.

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We're happy to discuss the provided resources and explore recommendations for your institution.