Salesforce Patents a User-Directed Pipeline for Building Multimodal AI Training Data
Teaching an AI to understand images is only as good as the training data you feed it — and most pipelines for…
121 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
121 total
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…
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…
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…
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