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System-One-Control-Bench

System-One Control Bench: can a non-generative decision model steer an agent across a small grid?

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From the repository

System-One Control Bench: can a non-generative decision model steer an agent across a small grid? 100 puzzles, exact scoring, a leaderboard and a report.

benchmarkdecision-modelsgridworldjevlayallm-evaluation

How builders describe it

System-One Control Bench: can a non-generative decision model steer an agent across a small grid? 100 puzzles, exact scoring, a leaderboard and a report.
A benchmark that steers decision models through 100 key-and-door grid puzzles with one Jev Choice per move, scored against an exact BFS solver; it found Jev picks an optimal move about 90% of the time yet finishes only 57 of 100 games.

The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →

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