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How Jev Plays DOOM: The Real-Time Decision Demo Explained

What TypeSafe’s ten-queries-per-second demo proves, what it does not, and how to design a small decision-loop experiment.

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The J video shows why a fast decision can matter more than a long answer. TypeSafe’s DOOM demo connects Jev to a running game, but understanding the input is essential to understanding the demonstration.

Watch the original demonstration

TypeSafe’s launch post and DOOM demo

The company says the demo makes ten queries per second and uses structured game-state text, not screenshots. The model chooses actions from that representation. TypeSafe reports roughly $7 per hour for that demo configuration and acknowledges that a conventional DOOM bot could play better. This demonstrates a particular decision loop, not visual game understanding or dominance over specialist bots.

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