Google Patents a Progressive Regularization Method to Speed Up ML Model Training
Training a machine learning model is expensive and slow — and a big chunk of that cost comes from how you apply…
278 filings · topic
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
278 total
Google Patents an Ordinal Regression Training Method for Ranked Recommendations
When a recommendation system suggests five things to you, the order matters — but most ML training routines don't enforce that order…
Google Patents a Way to Train AI Models to Survive Hardware Failures
What if your AI model didn't crash when a chip failed — it just quietly worked around it? Google is patenting exactly…
Nvidia Patents a Checksum System for Tracking AI Model Modifications
Every time an AI model gets fine-tuned, quantized, or optimized, it becomes a slightly different thing — and right now there's no…
Nvidia Patents a Dual-AI System for Dynamic Cloud Resource Pool Sizing
Running a cloud service means constantly guessing how many servers you'll need at 2 PM on a Tuesday. Nvidia's new patent uses…
Samsung Patents a Weight-Interpolation Method for Merging AI Models
Samsung has filed a patent for a technique that blends a base AI model with one or more fine-tuned versions — not…
Samsung Patents a Storage Device That Trains AI Models Internally
Instead of shipping raw data from storage to a CPU or GPU for AI model training, Samsung's patent proposes letting the storage…
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…
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…
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