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neonhop-3d

villagertim/neonhop-3d

NeonHop 3D: testbed for Jev-only runtime inference in a game.

Evaluation & Benchmarking55%Runner-up: Game & Simulation

What it is

A browser-based 3D game used as an empirical research testbed to evaluate whether Jev, combined with local application logic, can be the sole runtime inference model for decision-making.

How it uses Jev

Jev receives exact game state and ten-tick candidate forecasts for five actions, then answers a choice question preferring surviving candidates and higher progress scores. The result is executed after a safety shield recheck; threat, evacuation, and forward-clearance questions are simultaneous telemetry.

Primitives:choice

Technique worth stealing

Freeze simulation time during Jev requests so candidate forecasts remain current.

Try it

npm start, open http://127.0.0.1:8000, click WATCH JEV + LOCAL LOGIC.

View on GitHub

judged by Jevjev-1.13.0

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-centricyes0.89
  • Shows a System One patternyes0.67
  • Handles uncertaintyno0.23
  • Measuredno0.06
  • Runnableno0.28
  • Worth recommendingno0.37
  • Model replicano0.10
  • Problem scopescore on a 0–2 scale0.81
  • About Jevyes0.98

Signals by Jev jev-1.13.0, card written by DeepSeek V4.1 Flash from the README on 20 Sept 2026.