Nvidia Patents a Closed-Loop Fix for Self-Driving AI Training Drift
There's a well-known crack in how self-driving AI is trained: models learn from expert human drives, but when they hit the real…
211 filings · category
AI training & infrastructure patents
The unglamorous machinery underneath: training methods, inference speedups, model compression, and the scheduling tricks that make AI affordable to run.
Recent filings
211 total
Nvidia Patents a System That Teaches Robots to Learn From Every Failure
Every time a robot gets stuck and a human has to step in, that intervention is usually lost data — a missed…
Waymo Patents Contrastive Learning to Align Self-Driving Sensor Data with Language
Waymo's latest patent trains its autonomous vehicle sensors by teaching them to agree — not just with each other, but with natural…
Qualcomm's New Patent Wants to Replace Wireless Rule Books with ML
Every wireless transmission involves dozens of configuration decisions — modulation scheme, power level, antenna mode — that today are handled by rigid…
Red Hat Patents a Self-Updating Background Dataset for AI Explainability
Getting an AI model to explain its own decisions is hard enough — but doing it accurately when your data is constantly…
Adobe Patents a Neural Network That Trains Itself to Fix Messy Image Masks
Cutting out a subject from a photo is one of those tasks that looks easy until you zoom in on the hair…
Google Patents a Learnable Sparsity Mask Technique for Efficient ML Models
Most AI models carry a lot of dead weight — literally. Google's new patent describes a way to teach a model, during…
Google Patents ML System That Packs More Workloads Onto Fewer Servers
What if your servers could safely host more workloads than they're technically 'supposed' to handle? Google is patenting a machine learning system…
Microsoft Patents an AI Pipeline That Generates New Molecules From Chemical Neighbors
Instead of asking an AI to invent molecules from scratch, Microsoft's new patent describes a smarter approach: find the chemical neighbors of…
Nvidia Patents a Multi-Teacher Knowledge Distillation System Using LoRA Towers
Training a small AI model to match the performance of a large one is notoriously hard — especially when you want it…
Nvidia Patents AI Models That Watch and Control Interactive Applications
Nvidia is building AI models that don't just see what's happening on screen — they predict what to do next. This patent…
Google Patents a Teacher-Student Framework for Training Smaller AI Models
This Google patent, co-invented by Geoffrey Hinton and Oriol Vinyals, covers one of the most influential ideas in modern AI: knowledge distillation…
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