Large Language Models’ Emergent Abilities Are a Mirage

The original version of this story appeared in Quanta Magazine. Two years ago, in a project called the Beyond the Imitation Game benchmark, or BIG-bench, 450 researchers compiled a list of 204 tasks designed to test the capabilities of large language models, which power chatbots like ChatGPT. On most tasks, performance improved predictably and smoothly … Read more

Alan Turing and the Power of Negative Thinking

Turing’s diagonalization proof is a version of this game where the questions run through the infinite list of possible algorithms, repeatedly asking, “Can this algorithm solve the problem we’d like to prove uncomputable?” “It’s sort of ‘infinity questions,’” Williams said. To win the game, Turing needed to craft a problem where the answer is no … Read more

Sufficient Speak, ChatGPT—My New Chatbot Buddy Can Get Issues Completed

I not too long ago wanted to contact the CEO of a startup referred to as Lindy, an organization growing private assistants powered by synthetic intelligence. As an alternative of in search of it myself, I turned to an AI helper of my very own, an open supply program referred to as Auto-GPT, typing in … Read more

The Lawlessness of Giant Numbers

The unique model of this story appeared in Quanta Journal. Up to now this 12 months, Quanta has chronicled three main advances in Ramsey idea, the examine of learn how to keep away from creating mathematical patterns. The primary consequence put a brand new cap on how huge a set of integers might be with … Read more