Frontier AI companies will never exceed the capability frontier again (andrewtrask.substack.com) AI

The Substack post argues that “frontier” AI companies will no longer be able to surpass today’s capability frontier, claiming that ensembles and decentralized networks of smaller models increasingly outperform single top-tier systems on speed, accuracy, and cost, due to scaling/ensemble effects and improved inference efficiency like caching and indexing.