Overcoming Constraints and Limits to Scaling AI
by Brian Wang from NextBigFuture.com on (#6VG8P)
An Epoch AI article identifies four primary barriers to scaling AI training: power, chip manufacturing, data, and latency. Below, we summarize the known research, innovations, and approaches that could mitigate or overcome these barriers, as well as discuss how AI scaling could continue beyond 2030 to 2040. 1. Power Constraints Training large AI models requires ...