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May 8 · 8 min read · The model trains. The Area Under the Curve comes back at 0.91. You write it up submit it call it a win. Somewhere across town a cardiologist looks at a patients chart. Makes a call based on thirty yea
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Feb 16 · 8 min read · Your ATE Is 59 Meters And You Can't Figure Out Why What a broken evaluation teaches you about the one thing cameras will never know The trajectory shape looks perfect. The depth maps look great. The network converged smoothly. But the evaluation pri...
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Dec 28, 2025 · 7 min read · How AI learns to understand depth without anyone telling it the answers Close your eyes, then open them and look around. Without thinking about it, you instantly know that lamp is closer than the wall behind it, the floor is flat and extends away fr...
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