Most gaming notebooks treat good battery life as “nice to have but not essential.” But Gigabyte’s Aero 15 takes battery life seriously—so seriously that it applies machine learning to compare the user’s workload against its own database of applications, and optimizes battery life accordingly.

Specifically, Gigabyte uses Microsoft’s Azure AI cloud and its machine learning capabilities to dial CPU and GPU clocks up and down on the fly. Gigabyte is aiming at the very highest end of the market with a power-hungry Core i9 and Nvidia RTX 2080 GPU inside, so battery savings are particularly relevant to this machine.

In the upper right-hand corner of the Gigabyte Control Center utility software that ships with the Aero 15, there’s a small “AI+ Gaming and Professional” button that can be toggled on and off.

Turning it on allows Gigabyte to take an anonymous snapshot of your system every 10 seconds or so, and compare it against a database of applications and pre-tuned settings. Adjustments are made based upon those settings, and Gigabyte will also make changes if you’re running more than one app at a time.

We’ve certainly seen chip manufacturers offer specific drivers to optimize games for their CPUs or GPUs, often providing specific recommendations for settings to optimize a game’s performance. Now Gigabyte’s approach adds an extra element of tuning.

Adjustments will ensure that you’ll be able to play Battlefield V at full performance, but of course there’s no need to play League of Legends with the RTX technology turned on. It’s also not quite clear whether Gigabyte can strike a middle ground, and simply downclock the RTX 2080 GPU.