CalibratedDecisions.

Post · Benchmarks & research

Microsoft Decision-1 against Jev at Contra

600 decisions each. Jev got farther, and neither cleared Stage 1.

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cola_runner · AI experiments @cola_runner

Microsoft Decision 1 vs Jev 1.13 playing Contra.

Same gameplay settings: same prompt and starting state, 30 lives, 6 frames/action, 600 decisions each.

Microsoft on the left, Jev on the right. No lookahead or action overrides.

Jev got farther. Neither cleared Stage 1.

Video from the post

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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