PUF education program
AI & Workforce Readiness
Practical, human-centered learning that helps people, educators, organizations, and communities build responsible AI literacy, digital readiness, career confidence, and adaptable workforce skills for an AI-shaped economy.
Students, educators, workforce participants, nonprofits, community organizations, employers, public agencies, and other institutional partners.
AI literacy, verification habits, digital readiness, ethical judgment, career and workplace application skills, and confidence using new tools responsibly.
Audience, host/site, learning outcomes, facilitator model, technology, accessibility, privacy/safety, assessments, feedback, and impact measures are defined before launch.
Measure → learn → revise → approve → scale. New delivery models are tested in controlled pilots before broader implementation.
Why this work matters
AI and digital systems increasingly affect learning, hiring, entrepreneurship, public services, productivity, and access to information. People need more than tool exposure: they need the ability to evaluate outputs, protect sensitive information, recognize limitations, apply technology to real goals, and keep human judgment and accountability in the loop.
How we deliver it
Understand what common AI tools can and cannot do; practice prompting, evaluation, fact-checking, source awareness, and responsible use.
Apply technology to communication, planning, research, productivity, career exploration, job readiness, small-business tasks, and other audience-appropriate goals.
Practice privacy, bias awareness, transparency, human oversight, accountability, and knowing when not to rely on an automated output.
Facilitated workshops, classes, labs, community sessions, and institutional pilots with direct support and site-specific implementation.
Interactive virtual learning, digital resources, hybrid participation, and partner implementation where roles, access, measurement, and safeguards are explicit.
Measurement that matches the program
Use fit-for-purpose assessments, reflections, demonstrations, artifacts, facilitator observation, or practical next-step plans to understand what participants learned and can apply.
Track participation, accessibility, facilitator readiness, partner feedback, technology reliability, privacy/safety checkpoints, and lessons for improvement.
PUF does not claim job placement, long-term economic outcomes, or causal impact unless the implementation and evidence actually support those claims.
Hybrid Pilot #001 — preparing for review
A controlled multi-access pilot, not a public launch yet
People United Foundation is preparing a controlled AI & Workforce Readiness pilot that can combine a host-site learning experience, an interactive virtual participation option, and a broader public learning layer when the technology, staffing, privacy, accessibility, safety, and measurement plan are ready.
A defined in-person group can receive facilitated instruction and practical activities at an approved school, library, community, university, faith, or institutional site. Capacity, seating, connectivity, accessibility, supervision, and site responsibilities must be verified before release.
Registered remote participants may be included through an approved interactive platform when moderation, participant support, accessibility, privacy, attendance, and learning-evidence procedures are ready. Camera use is not assumed as a participation requirement.
A public livestream or replay may expand access to selected instruction when production and rights are ready. Public viewers remain distinct from registered participants and are not automatically counted as enrolled, assessed, completed, or certified learners.
The approved implementation should address readable and accessible materials, captioning or interpretation where required, accessible digital resources, appropriate youth/family safeguards, participant choice, and a clear way to request accommodations.
Registration/contact data, assessment responses, private reflections, resumes or work products, personal screens, and other non-public participant information must remain outside any public stream. Public reach metrics must be reported separately from participant learning outcomes.
Partner readiness
Support, host, or help expand access
PUF can explore mission-aligned support for venue access, participant materials, technology, accessibility, facilitation, evaluation, and future sites. A partner or sponsor does not receive participant data or control PUF curriculum merely by providing support.
Responsible posture
Boundaries and governance
AI supports learning; it does not replace participant choice, educator/facilitator judgment, or accountable human review. PUF minimizes data collection, does not use covert participant surveillance or profiling, and reviews accessibility, privacy, safety, technology, and institutional requirements for each implementation.
PUF owns and governs its charitable Workforce Readiness curriculum and delivery assets. GLS commercial or proprietary work and The 4 Lessons / 4LIU creative IP remain separately governed; any separately governed material used in PUF delivery requires the appropriate permission, license, or program-use authorization.