What it is
A demo that exports a jevlike text model scorer as ESP-IDF firmware for ESP32, with training in Python and a host-side check. For embedded developers exploring jevlike AI on microcontrollers.
How it uses Jev
The README does not specify which decisions Jev makes, what state it uses, or how results are used in code. It only states that the same scorer runs in Python or as ESP-IDF firmware.
Try it
See esp32-demo README for build and run instructions.
Evidence
Each line is one question put to Jev about the README. ≥ 0.60 reads as yes, ≤ 0.40 as no; in between Jev is not making a call.
- Jev-centricyes0.82
- Shows a System One patternno0.32
- Handles uncertaintyno0.05
- Measuredno0.06
- Runnableyes0.64
- Worth recommendingno0.33
- Model replicayes0.84
- Problem scopescore on a 0–2 scale0.27
- About Jevyes0.83
Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 20 Sept 2026.