CalibratedDecisions.

Repo · Home, robots & devices

Jev-IOT

React dashboard and simulator for a 10-million smart-meter fleet that triages telemetry through a deterministic edge pre-filter and then Jev Choice,…

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From the repository

In a 10-million smart meter deployment, using generative LLMs (like GPT-4 or Claude) is economically impossible and operationally impractical due to token generation latency. Enter Jev - zero output token fees and ultra-low input cost ($0.042/M tokens), you achieve massive scale at negligible compute expense.

How builders describe it

React dashboard and simulator for a 10-million smart-meter fleet that triages telemetry through a deterministic edge pre-filter and then Jev Choice, Score and probability primitives, triggering SIM quarantine, work orders or RF fixes at about $33 per month in its own model.

The decision Jev makes

Choose the device action or control input from the safe options.

Where it fits

Jev deciding things in the physical world: smart-home actions, robot and drone control, and devices that need an answer in milliseconds. All 31 home, robots & devices projects →

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