Automated README summary
Automatically summarized from the README on 29 Sept 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
Go System One is a native Go runtime that uses Gemma 4 12B to answer finite-choice, ordered-score and yes/no probability questions, aimed at Go developers who want Jev-style decisions without CGo, llama.cpp or a CUDA toolkit at run time.
How it uses Jev
The README says the runtime serves Noul, Choice and Score questions and offers a boolean/enum context interface via Batch decisions, but it does not describe which decisions Jev makes, what state is passed, or how results are used in code.
Primitives:choicescorenoul
Technique worth stealing
Loading hand-tuned PTX kernels directly from Go through the NVIDIA Driver API, avoiding CGo, llama.cpp and the CUDA toolkit at run time.
Try it
make setup; make artifacts-download ACCEPT_GEMMA_LICENSE=1 HF_TOKEN="$HF_TOKEN"; make run BACKEND=nvidia LISTEN=127.0.0.1:8080
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 projectnot found in the excerpt0.29
- Shows a System One patternnot found in the excerpt0.36
- Describes handling uncertaintynot found in the excerpt0.04
- Reports measured numbersFound in material0.98
- Is a runnable toolFound in material0.62
- Top-10 learning shortlist signalnot found in the excerpt0.14
- Is a replica of the modelFound in material0.69
- Solves a common problem (0–2)score on a 0–2 scale0.84 / 2
- About JevFound in material0.89
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 29 Sept 2026.