Our thinking
We write to clarify our ideas and share our perspective on where visual AI is heading. These essays explain the intellectual foundations of our work.
We handed a CVPR-winning AI a game it had never seen
NitroGen plays games straight from pixels. Ours looks different but plays the same way. Zero-shot it flailed, so we gave it a tutor and watched it nearly catch up in seven minutes.
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Verification is not here for free
AI is great at math and code. It can edit a film, but not well. Closing that gap is the first step toward self-improving creative superintelligence.
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Why verification is harder than generation
The generation problem in video AI is largely solved. The verification problem has barely been stated. This asymmetry will define the next era of AI.
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