teenyverse
one question, four tiers, all inside the curve.
teenyverse is a hyperlocal citizen science platform. a student and an ai partner explore a place over time, investigate what they notice, and publish what they find as research. the curve is the bounded compute mesh that carries a question from the cloud admin, out to a sensor in the field, and back through owned hardware that trains the models. start anywhere; the curve is a map.
enter the mesh
by tierthe four-tier mesh
device, microverse, federation, citadel -- the whole compute topology, end to end. miniverse is a classroom device-scope inside it, not a fifth tier.
read microverserun an investigation
notice something about a place, frame a question, collect provenance-chained observations, and publish what you find as a Story Map.
read federationfederation
the ml orchestrator at the classroom edge: it captures samples, runs inference on its own hardware, and reports detections back as observations.
read miniversework with an ai partner
a cognitive partner models an investigative move, then refuses to make it -- pushing you to think, never deciding or concluding for you.
read devicesdevices in the field
the teeny* hardware a student deploys to a place: sensors, cameras, displays -- every reading enters the same provenance-chained substrate.
read citadelcitadel
the gpu compute tier -- owned, always-on hardware that trains and packages the models the rest of the mesh dispatches.
readstart with the pillars
readinvestigate a domain air quality and other instances
explore the platform devices · automation · dashboards
for advisors class setup for operators infrastructure