New Patent Trains AI Locally Without Sharing Your Data
Samsung is patenting a way to let AI models learn from your personal data on your phone, then improve a shared global…
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 Patent: Selecting Unique Training Data Reduces Neural Network Learning Costs
Training an AI model requires tuning dozens of settings before real learning even begins. Nvidia has filed a patent that tries to…
New Patent Cuts the Cost of Running AI That Handles Many Tasks at Once
Running a large AI model with many specialized sub-networks is expensive, partly because each specialist carries its own full set of parameters.…
Samsung Patents an AI System That Runs Your Humidifier on Less Power
Samsung wants a small AI model to take over your humidifier's controls, reaching the humidity level you want while spending as little…
Qualcomm Patents Tech to Keep AI Location Training Data Fresh and Unbiased
AI-based location tracking is only as good as the data it trains on, and if that data is always collected in the…
Patent: Sony's Filing Picks the Most Reliable AI by Nudging Its Test Data
When an AI model encounters data it was never trained on, how do you know which of your available models to trust?…
Sony Patents a System That Lets Users Choose Which AI Model Runs on Their Device
Sony is patenting a control layer that lets a user pick their own AI model and then hand it off to a…
Qualcomm Patents a Way to Keep AI Math from Breaking on Low-Power Chips
Running AI on a phone or a cheap sensor chip means working with stripped-down numbers that can cause calculations to spiral into…
Patent: Google AI Learns From Its Own Errors to Improve Future Predictions
Google is patenting a way to attach a second, specialized system to an existing AI model, one whose entire job is to…
Samsung Patents a Cache System That Keeps AI Training From Sitting Idle
Training an AI model sounds like pure computing power, but a surprising amount of time is lost just waiting for data to…
Nvidia Patents a Random-Bit Trick to Keep AI Training Math Accurate
When AI models train on low-precision math to save power and time, tiny rounding errors pile up and degrade accuracy. Nvidia's new…
Qualcomm Patents a Negotiation System for Phones Training AI Together Over a Network
When dozens of phones train an AI model together without sharing raw data, the math can break down fast if every device…
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