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?…
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
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…
Qualcomm Patents a Way to Send AI Training Updates Over Wireless Networks
What if your phone could help train an AI model without ever sending your raw data to a server? Qualcomm is filing…
Nvidia Patents a Method to Shrink AI Models Without Losing Accuracy
Nvidia has filed a patent for a way to compress AI models using randomly chosen scaling factors, a subtle twist on a…
Salesforce Patents a System That Checks Its Own Work While Building AI Datasets
Training an AI model requires enormous amounts of labeled data, and collecting that data by hand is slow and expensive. Salesforce's new…
Adobe Patent Trains AI to Eliminate Wrong Answers Before Selecting a Final One
AI models often pick a confident-sounding answer that happens to be the first one listed, not necessarily the correct one. Adobe's new…
Salesforce Patents a Way to Train AI to Reason Through Problems Without a Bigger AI Doing the Teaching
Teaching an AI to think step by step usually requires an already-capable AI to show it how. Salesforce's new patent describes a…
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