Prepare
A functioning local setup, relevant content, and educator onboarding.
OUR APPROACH / ACCESS & ACCOUNTABILITY
Make the opportunity real.
Then learn what works.
We measure the promise of technology by the learning it makes possible. That means understanding the barrier, building for the context, and testing the complete experience.
THE GLOBAL CONTEXT
2.2 billionpeople remained offline worldwide in 2025, according to the International Telecommunication Union.
Read ITU’s 2025 findingsAccess involves more
than coverage.
ITU also describes persistent gaps in quality and affordability. A network can exist without making digital participation practical for everyone.
Our response is to reduce the core learning experience’s dependence on outside internet and make its resources available close to the people using them.
This global figure describes the context for our work. It is not an EmpowerEd reach or impact figure.OUR THEORY OF CHANGE
From infrastructure
to learning opportunity.
Each step is a design intention to evaluate, rather than an outcome to assume.
Enable
More opportunities to find resources, investigate ideas, and complete learning activities.
Support
Teacher assignments, learner explanations, and feedback that informs the next step.
Evaluate
Evidence about use, understanding, practical constraints, and what needs to improve.
WHAT WE WANT TO LEARN
Ask questions
worth measuring.
A device count tells only one part of a story. We want to understand the experience around the device.
Can people use it?
Can educators prepare a lesson and learners find their next step? Where do instructions, accessibility, language, or navigation get in the way?
Does the setup hold up?
Does the host, power system, network, and content package work reliably on the intended devices and in the intended environment?
What does the learning show?
Can learners explain their reasoning and apply an idea? Teacher-reviewed work and thoughtful observation matter alongside activity counts.
Can the community sustain it?
Who maintains the library, manages access, handles backups, and keeps the setup useful after initial onboarding?
WHERE WE ARE TODAY
A working foundation.
An honest next step.
Local software and learning experiences are implemented. Hardware validation and community pilots are the next stages of the work.
We do not yet publish verified learner outcome figures or completed field deployment totals. Pilot reports should make methods, context, limitations, and learning visible.
Read the deployment roadmapFROM ACCESS TO ACTIVE LEARNING
A resource is a starting point.
The learning needs a path.
Edge combines prepared content with activities and educator workflows. Each layer has a different job.
Make useful material available.
Locally prepared books, videos, reference material, and simulations can remain accessible without outside internet.
- Relevant content, selected for the setting
- Required media prepared locally
- Source and license information retained
Give learners a next step.
Bring resources into a sequence of investigation, practice, explanation, and feedback.
- Guided paths and interactive activities
- Teacher assignments and reviewed explanations
- Progress held on the local Edge
THE FOOTPRINT / QUESTIONS WORTH MEASURING
Local infrastructure.
Real-world tradeoffs.
Running learning nearby reduces dependence on remote services. A responsible environmental claim still needs evidence about the complete system.
Measure the whole setup.
Power depends on the host, workload, network, storage, and learner devices. Battery and solar runtime need validation on the intended configuration.
Count beyond the classroom.
Local operation does not mean zero lifecycle water use or emissions. Hardware manufacture, electricity supply, repairs, and disposal still matter.
Account for ongoing care.
Core local learning does not require a cloud AI API. Equipment, content preparation, power, replacement parts, and educator support still have costs.
Prepare for local reliability.
After setup, core learning works without outside internet. A working local network and reliable power remain necessary.
Local AI is a research direction. The current demo tutor uses prepared responses; equivalent cloud-model capability, fixed wattage, zero water use, and instant response times are not established claims.
ACCOUNTABILITY IN PRACTICE
Fund a question.
Expect an answer.
Our deployment planning should produce evidence that communities and funders can use.
Before deployment
Agree on goals, site readiness, budget, ownership, and the questions the pilot should answer.
During a pilot
Review educator and learner experience, operating reliability, and examples of learning with appropriate permissions.
After evaluation
Share methods, limitations, costs, findings, and what changes before expansion.
THE WORK AHEAD
A more equitable future
needs people who build it.
Help develop the tools, prepare the learning, and bring the next chapter of EmpowerEd into reach.