Can I use this as a cheap replacement for real Jev judgments?

No. It speaks the decision API shape but ignores the state and instructions, so it is only valid as a dummy, mock, or routing-evaluation lower bound.

How do I run it locally and inspect a benchmark report?

Run the release server binary, POST a state with typed questions to the local endpoint, and open the demo page to import a summary report with no API calls.

Are the latency numbers real measurements or slogans?

Core numbers cover in-process generation, the metrics endpoint covers handler time, and reports record client-observed HTTP latency across direct and buffered modes.

How do I compare this baseline against real Jev?

Point the bench tool at both local and Jev targets with your gateway key, then compare latency and maze-task runs from the recorded reports.

What is Jev Quantum, exactly?

A protocol-compatible random baseline that speaks TypeSafe System One's noul, choice and score shapes but does not read the prompt; answers come from a fast pseudo-random number generator.

How do I run it and try the demo?

Build and run cargo run --release -p jev-quantum-server, then POST to the local /v1/systemone endpoint or open the demo page and import a *.summary.json report.

What do its two execution modes mean?

direct is the default and uses an in-process PRNG plus mapping, while buffered uses a worker-local random pool refilled in the background by SIMD, with the synchronous path able to degrade.

CommunityJev Demos & Experiments

Jev-Quantum

Jev-protocol random baseline that answers noul, choice, and score questions from fast pseudorandom numbers without reading the prompt.

See highlights

Open github.com

Stars: 32
Language: Rust
License: MIT
Published by: Community
Author: karminski
Last verified: Oct 2026

karminski/Jev-Quantum

User repository on GitHub

View on GitHub

亚微秒级 System-1 模型，准确率服从高斯分布

Forks: 5
Last pushed: Updated Sep 2026

Repo stats from the GitHub API, cached Oct 2026.

Tagscommunity jevbest catalog-import awesomejev

Works forJev for Classification Jev for Routing Jev for Ranking Jev for Evaluation

Used inJev for Software & DevTools

Languages: Rust

Highlights

Speaks noul, choice, and score over the Jev request shape while ignoring prompt semantics entirely.
Runs as a local server with curl examples and a browser demo that imports report files offline.
Bench tool targets local and hosted Jev for latency and maze-task comparisons from one command.
Documents direct versus buffered random-pool modes plus API, benchmarking, and report-schema pages.

Watch out

Random outputs only; not a semantic model and not cryptographically secure randomness. Useful for mocks and lower bounds. Copy reviewed against the repository README on 2026-10-04, not from running it.

Questions about this entry

Short answers drawn from the linked project or page.

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