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System-One-Control-Bench

Exemocaro/System-One-Control-Bench · Homepage

Can a non-generative decision model steer an agent across a small grid?

Agent Decisions0.53Runner-up: Evaluation & Benchmarking
Automated README summary

Automatically summarized from the README on 9 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.

What it is

A benchmark that tests whether non-generative decision models can steer an agent through 100 key-and-door grid puzzles, scoring each move against an exact BFS solver, with a leaderboard and report.

How it uses Jev

Jev picks one Choice per move from the offered options, given the puzzle state as text. Its pick is scored against the BFS solver: optimal if it starts a shortest route. Jev finishes 57 of 100 games with full context.

Primitives:choice

Technique worth stealing

Score every single decision against an exact solver, then measure whether strong decisions add up to a finished task.

Try it

uv sync; uv run socb benchmark --players jev --allow-paid

View on GitHub

Start using Jev: API key and your first request →

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 material0.63
  • Shows a System One patternunclear0.40
  • Describes handling uncertaintynot found in the excerpt0.04
  • Reports measured numbersFound in material0.97
  • Is a runnable toolnot found in the excerpt0.11
  • Top-10 learning shortlist signalnot found in the excerpt0.26
  • Is a replica of the modelnot found in the excerpt0.12
  • Solves a common problem (0–2)score on a 0–2 scale0.21 / 2
  • About JevFound in material0.97
Signals
Jev is core to the project0.63Shows a System One pattern0.40Describes handling uncertainty0.04Reports measured numbers0.97Is a runnable tool0.11Top-10 learning shortlist signal0.26Is a replica of the model0.1200.51Solves a common problem (0–2)0.21 / 2012

no-judgment band (0.40–0.60)

Design patterns
Flight recorder0.35Menu0.34Viewfinder0.27Check-up0.26Fail open, fail closed0.2500.51

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 9 Oct 2026.