Run suitable education workloads on local or repurposed compute.
Technical direction · In development
Technology with boundaries
The architecture we are working toward combines controlled retrieval, local AI, local content and role-aware access. Learning Nodes are a vision for useful education where bandwidth, cloud access and new devices cannot be assumed.
Planned capability
Local where practical. Connected when available.
Explore pebble's local-AI, offline-first and multilingual technical direction, including edge inference, controlled knowledge and human review.
Keep selected learning and language resources near the learner.
Synchronise approved updates when connectivity exists.
Build the controls with the capability
Build the controls with the capability
- Step 1
Define the source, owner and permitted audience.
- Step 2
Retrieve a small relevant context for the task.
- Step 3
Log, evaluate and improve within appropriate privacy boundaries.
Important boundary
These are design intentions, not claims of completed certification, compliance or production capability.
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