My AI Surpassed Human Limits in Tempest ๐ŸŽฎ

After a year building an AI to master Tempest, it beat the official world record yesterday, achieving superhuman performance.

My AI Surpassed Human Limits in Tempest ๐ŸŽฎ
Dave's Garage
175.7K views โ€ข Feb 28, 2026
My AI Surpassed Human Limits in Tempest ๐ŸŽฎ

About this video

I spent a year building an AI to master the hardest version of Tempest ever madeโ€ฆ and yesterday it beat my official world record. What started as a stubborn engineering experiment turned into a full-blown machine learning breakthrough, complete with 15 million frames of gameplay, a custom MAME socket bridge, prioritized replay, and the two changes that finally cracked the plateau: attention and polar coordinates. Hereโ€™s how a 1-million-parameter model went from clueless to superhuman โ€” and what it taught me about building AI that actually works.

Live Training Dashboard: http://davepl.com:8765

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175.7K

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23:36

Published

Feb 28, 2026

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