The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) · Your Ranking Model Is Optimizing the Wrong Thing with Zoe Weil
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Route streaming browser events to hundreds of specialized models that each reconstruct and output data, then feed into a final ranker
sub-20 ms, sub-50 ms, sub-100 ms latency
“We have usually hundreds of terabytes of hard drives on a job site now… using computer vision to turn it into an ongoing data stream, not just of pixels, but of events, activities”
“We trained the final model on the SpaceX cluster ... a few weeks of pre-training, then synthetic data NRL and then shipping it”
“With this video recognition, VLM models, you're able to just very quickly take a live streaming video, convert it into a text narrative, and then match that against your community guidelines”
“Collect data… fit a small local student model… route to student models when there is high confidence”
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