Automated README summary
Automatically summarized from the README on 16 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A 3D browser defense game and test bench for decision-making under uncertainty. Players face silhouettes in the dark; JEV estimates if each is zombie or survivor, and code decides to shoot or not. Built for the Coding for AI course at aivancity.
How it uses Jev
JEV receives only text descriptions of each silhouette and answers two opposite questions: 'is this a zombie' and 'is this a human survivor'. It also re-evaluates after a verbal challenge. Its probabilities are combined with measured movement via Bayesian log-odds and Wald's SPRT, then rules of engagement decide the action. JEV never decides to shoot.
Primitives:choicescore
Technique worth stealing
Bayesian evidence fusion with Wald's sequential test, calibrated probabilities, and drift detection via canaries.
Try it
git clone && cd jev-zombies-3d; python3 server.py --fake; open http://localhost:8000
Model judgments from README excerpts
Project signals use repository metadata, an existing summary and the first 700 README characters, not the full project. “Not found” means not detected in that material; it does not establish absence. These are the original judgments with recorded models and dates, not source audits or run results.
Models & evaluation dates
- Inclusion gate
jev-1.13.0- Project signals
jev-1.13.0- Category
jev-1.13.0- Pattern tags
jev-1.13.0
Evidence
These signals use repository metadata, an existing summary and at most 700 cleaned README characters. ≥ 0.60 means reported in that excerpt; ≤ 0.40 means not found there. The middle band is inconclusive. None is a source-code audit or a test result. The runnable-tool question excludes research experiments; the recommendation question asks for a learning shortlist, not a quality verdict.
- Jev is core to the projectFound in material0.88
- Shows a System One patternFound in material0.84
- Describes handling uncertaintynot found in the excerpt0.16
- Reports measured numbersnot found in the excerpt0.10
- Is a runnable toolunclear0.59
- Top-10 learning shortlist signalunclear0.52
- Is a replica of the modelnot found in the excerpt0.15
- Solves a common problem (0–2)score on a 0–2 scale0.09 / 2
- About JevFound in material0.98
no-judgment band (0.40–0.60)
no-judgment band (0.40–0.60)
The Jev model and date for each judgment stage are listed above. Card written by DeepSeek V4.1 Flash from the README on 16 Oct 2026.