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DeepMind’s new Gato AI makes me fear humans will never achieve AGI

DeepMind today unveiled a new multi-modal AI system capable of performing more than 600 different tasks. Dubbed Gato, it’s arguably the most impressive all-in-one machine learning kit the world’s seen yet. According to a DeepMind blog post: The agent, which we refer to as Gato, works as a multi-modal, multi-task, multi-embodiment generalist policy. The same network with the same weights can play Atari, caption images, chat, stack blocks with a real robot arm and much more, deciding based on…

Study suggests you may be able to grow plants on the Moon

What do you need to make your garden grow? As well as plenty of sunshine alternating with gentle showers of rain – and busy bees and butterflies to pollinate the plants – you need good, rich soil to provide essential minerals. But imagine you had no rich soil, or showers of rain, or bees and butterflies. And the sunshine was either too harsh and direct or absent – causing freezing temperatures. Could plants grow in such an environment – and, if so, which ones? This is the question that…

Language matters when Googling controversial people

One of the useful features of search engines like Google is the autocomplete function that enables users to find fast answers to their questions or queries. However, autocomplete search functions are based on ambiguous algorithms that have been widely criticized because they often provide biased and racist results. The ambiguity of these algorithm stems from the fact that most of us know very little about them — which has led some to refer to them as “black boxes.” Search engines and social…