Analysis Shows Frontier AI Models Reach Consumer Laptops in Roughly Two Years

The gap between the world's most advanced AI models and what runs on an ordinary laptop is closing at a striking pace, with recent analyses suggesting that today's frontier systems become laptop-class capabilities in roughly two years — and there is little sign of that trend slowing.