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#efficiency

2 stories taggedefficiency.

A heavy oak boardroom table viewed from a low angle, scattered with unsigned contract pages and a single ballpoint pen, harsh fluorescent overhead lighting cast
Explained

Apple researchers found a smarter way to build smaller AI models, and it could cut your phone's battery drain

A new technique called IDEA Prune trains a big AI model first, then trims it down. The result is a leaner model that outperforms ones built small from the start.

3 min read
A sleek, modern corporate security operations room photographed from a low angle looking toward a large curved desk with multiple dark monitors displaying abstr
Explained

AI Learns to Budget Its Own Words Before It Starts Writing

A new research technique teaches AI models to count the cost of every token they generate, cutting wasted computation without hurting quality.

3 min read
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