New AI That 'Remembers' How to Speed Up Your Phone
Your next phone could run faster using AI that learns from its own past successes.
When you tap an app, your phone's processor runs millions of tiny instructions. Squeezing out extra speed from these instructions is called hardware kernel optimization. It usually takes engineers weeks of trial and error. Now, an AI called KOPE can do it automatically—and it gets better with experience, just like a human.
The secret isn't a bigger brain. KOPE is built with the same underlying model as other AIs. But it keeps a 'memory graph'—a record of what worked, what failed, and what choices led to success. So when faced with a new optimization task, it doesn't start from scratch. It recalls the winning path from similar jobs, like a chef who remembers a great recipe and tweaks it for a new dish.
That memory makes a huge difference. KOPE improved the pass rate on a 53-part test from 55% to nearly 85%, and it used 14 times less computer power to do it. In head-to-head tests, it delivered 54% faster results than the previous best AI, without requiring a larger model or more computing firepower.
For you, this means the future of computers—from phones to data centers—could get significantly faster and more energy-efficient. It also suggests that making AI smarter doesn't always mean making it bigger. Sometimes, just giving it a good memory is enough.
- KOPE is an AI that remembers past solutions to speed up chip software, no bigger model needed
- It uses 90% less computer power than previous methods while improving success rates from 55% to 85%
- Faster, smarter AI could lead to speedier phones and lower costs for tech companies
Why It Matters
This could make your devices faster, cheaper, and more energy-efficient without waiting for next-generation AI.