Children & families
Learning that builds judgment.
Age-appropriate explanations, guided practice and help exploring new interests—with educators and caregivers, and with privacy built into the experience.
See practical usesTHE PUBLIC PURPOSE
For every part
of American life.
A child discovering an idea. A worker learning a new skill. A small business taking shape. A researcher asking a harder question. LibertyGPT will bring the model portfolio’s capabilities into everyday use, with Frontier as its flagship intelligence. Liberty OSS and practical education will help people and institutions build on that access.
Proposed benefits; outcomes will be measured through independent evaluation.
Learning at every level
Teachers, schools & colleges
More capacity to teach.
Lesson preparation, accessible materials, coding and STEM labs, trade learning and faculty support, with independent evidence of what students retain.
See practical usesAdult learners & job seekers
A route to the next skill.
Digital confidence, language support, career transitions and practical retraining through direct access, libraries and workforce programs.
See practical usesWorkers & professionals
Help with demanding work.
Drafting, technical information, software assistance and role-specific learning, with people responsible for checking quality and protecting private information.
See practical usesAmerican businesses of every size
More room to build.
Explore products, develop prototypes, improve approved workflows and prepare people to use AI well. Liberty OSS will provide model foundations for local employers, startups and national industries.
See practical usesScientists & researchers
Broader access to discovery.
Inference, evaluation, model adaptation and appropriately allocated model-training capacity, with reproducibility and access beyond the best-funded institutions.
See practical usesHealthcare & public health
Support the people delivering care.
Administrative assistance, research and reviewed information support. Clinical decisions require their own validation, authorized data and professional oversight.
See practical usesAgriculture & rural communities
Useful tools closer to home.
Technical-document help, agricultural research, business planning and learning support, designed for connectivity constraints and local expertise.
See practical usesManufacturing, energy & skilled trades
Stronger technical capability.
Maintenance knowledge, engineering research, quality work and workforce instruction. Physical operations retain qualified human control and their own approvals.
See practical usesPublic servants & residents
Public services people can navigate.
Clearer service information, accessible explanations and staff support at federal, state and local levels, with accountable decisions and correction routes.
See practical usesService members, veterans & families
Capability in service of the nation.
Authorized defense knowledge and logistics support, professional learning and clearer public-service navigation. Private mission models remain separate from public access.
See practical usesLibraries, culture & civic life
Knowledge people can explore.
Archives, translation, community information and accessible learning, preserving attribution, source fidelity and ways to question an answer.
See practical usesREACH BEYOND THE DATACENTER
Where you live
shouldn’t define
what you can learn.
The public purpose of building toward super intelligence is to expand what Americans can learn, create and discover. Those opportunities must reach people outside host regions and institutions with large technology budgets.
01
Direct and supported access.
A citizen assistant, institution-supported use, developer services and local models where practical. Each route serves a different need.
02
Design for different needs.
Disability, age, language, income, rural connectivity and technical experience must shape access, learning and support.
03
Keep people in the decision.
AI assistance should strengthen human understanding. Public-service, clinical and physical-world decisions retain their own accountable review.
AMERICAN WORK & INDUSTRIAL CAPABILITY
Build the capacity.
Develop the people.
American work would span site construction and commissioning, sustained facility operations, national model and software teams, education, support and domestic suppliers.
Apprenticeships, community colleges and technical education can prepare people for those roles. Site studies will separate construction job-years, permanent local positions, shared national teams and supplier activity before publishing estimates.
Infrastructure, demand and jobsBENEFITS WE CAN EXAMINE
Measure what
gets better.
Evaluate useful task completion, retained skills, quality, access, research participation and public-service outcomes. Include full costs, errors, worker effects and community burdens.
The expectation of broad national benefit motivates the proposal. Independent evidence should determine how the program changes and grows; usage alone is not proof of success.
Help study the impactA NATIONAL OPPORTUNITY, BUILT ONE USEFUL STEP AT A TIME