Large Language Models’ Emergent Abilities Are a Mirage

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…

Perplexity’s Founder Was Inspired by Sundar Pichai. Now They’re Competing to Reinvent Search

Perplexity’s Founder Was Inspired by Sundar Pichai. Now They’re Competing to Reinvent Search

Aravind Srinivas credits Google CEO Sundar Pichai for giving him the freedom to eat eggs. Srinivas remembers the moment seven years ago when an interview with Pichai popped up in his YouTube feed. His vegetarian upbringing in India had excluded eggs, as it had for many in the country, but now, in his early twenties,…

8 Google Employees Invented Modern AI. Here’s the Inside Story

8 Google Employees Invented Modern AI. Here’s the Inside Story

The last two weeks before the deadline were frantic. Though officially some of the team still had desks in Building 1945, they mostly worked in 1965 because it had a better espresso machine in the micro-kitchen. “People weren’t sleeping,” says Gomez, who, as the intern, lived in a constant debugging frenzy and also produced the…

Kids’ Cartoons Get a Free Pass From YouTube’s Deepfake Disclosure Rules

Kids’ Cartoons Get a Free Pass From YouTube’s Deepfake Disclosure Rules

YouTube has updated its rulebook for the era of deepfakes. Starting today, anyone uploading video to the platform must disclose certain uses of synthetic media, including generative AI, so viewers know what they’re seeing isn’t real. YouTube says it applies to “realistic” altered media such as “making it appear as if a real building caught…

The FCC Now Says Broadband Speed Should Be at Least 100 Mbps

The FCC Now Says Broadband Speed Should Be at Least 100 Mbps

The Federal Communications Commission this week voted to raise its internet speed benchmark for the first time since January 2015, concluding that modern broadband service should provide at least 100 Mbps download speeds and 20 Mbps upload speeds. An FCC press release after Thursday’s 3-2 vote said the 100 Mbps/20 Mbps benchmark “is based on…