Microsoft Patents a Pre-Calculated Answer Sheet to Speed Up AI Math
The most expensive thing a modern AI chip does, billions of times per second, is multiply giant tables of numbers together. Microsoft's…
The unglamorous machinery underneath: training methods, inference speedups, model compression, and the scheduling tricks that make AI affordable to run.
The most expensive thing a modern AI chip does, billions of times per second, is multiply giant tables of numbers together. Microsoft's…
Running large AI models on a data center full of GPUs is expensive and wasteful if those GPUs are either sitting idle…
What if your phone's AI could drop parts of itself when the battery is running low or the chip gets too hot,…
Most AI models are trained from scratch for every new task, which is expensive and slow. IBM's new patent describes a training…
Choosing between two AI models usually means having humans review hundreds of test cases. IBM's new patent tries to shrink that pile…
Running a massive AI model on a GPU is like trying to cook a 50-course meal in a tiny kitchen. Nvidia's new…
Raw game frames store brightness in a way that computers love but AI models trained on real photos struggle with. Sony has…
Every word you send to an AI model costs money and time. Microsoft has filed a patent for a system that figures…
What if an AI could analyze your medical records or financial data without ever seeing them in readable form? That's the core…
Running multiple AI perception tasks on a weak chip is a bit like trying to stream three movies on a slow connection…
Training a large AI model is expensive partly because of a stabilizing step that runs inside every layer. Nvidia thinks it can…
Before an AI can learn to predict what happens next in the real world, someone has to teach it using good video.…
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