AI's Bottleneck Breakthrough and the BCI Rise: Two Technologies Reshape Computing

A new approach to transformer efficiency could eliminate a major computational bottleneck that's constrained large language models for years, potentially making AI faster and far cheaper to operate. Meanwhile, brain-computer interfaces are transitioning from lab experiments to proven medical tools, with patients already seeing life-changing benefits. These dual advances suggest that overcoming AI's efficiency crisis and scaling neural interfaces are no longer distant possibilities—they're happening now.