We were promised hyper-intelligent computer systems that would usher in an era of unparalleled prosperity and innovation.

With the advent of ChatGPT, some say these modern-day oracles have arrived.

Others say they are nothing but bullshit machines.

Technologists and publicists gush about how Large Language Models (LLMs) will revolutionize the way we work, learn, play, communicate, create, and connect to another.

They are right that artificial intelligence (AI) will affect nearly every aspect of our daily lives.

And they are right that by providing a way for people to talk with machines in ordinary language, LLMs constitute a dramatic step forward in making computing accessible to everyone.

Yet for all the good that AI systems will do, they will also saturate our information environment with bullshit at a scale we’ve never before encountered.

“I think it’s going to be the most transformative technology humanity has ever created, potentially on par with or exceeding the invention of the printing press, electricity, and the internet.” Sam Altman, OpenAI CEO

For better or for worse, LLMs are here to stay. We all read content that they produce online, most of us interact with LLM chatbots, and many of us use them to produce content of our own.

In a series of five- to ten-minute lessons, we will explain what these machines are, how they work, and how to thrive in a world where they are everywhere.

You will learn when these systems can save you a lot of time and effort. You will learn when they are likely to steer you wrong. And you will discover how to see through the hype to tell the difference. ?

I suppose they’re both highly charged and make specific points with the goal of providing illuminated information

Thanks

Am in the UK so am safe from that for the time being…

I find it’s more often than not ‘heavyweight’ texts, especially on history articles where really really niche researchers have books or papers on the matter. That’s useful. But I’m generally more after what a professor would assign first year students as an introduction to The Romantics or English Painters. Sometimes Wikipedia has that, sometimes it has “Brush techniques employed by Turner in the summer of 1798 by Prof George Bannister, Prof Rodger Walker et al.”

Pretty much what I do. Sometimes I find the list isn’t public or the course is more niche than in interested in.

Thank you, never seen that before

• People who thought Tyler Durden was cool

• Almost everything about Starship Troopers

• people who think Bickle (Taxi Driver) is a hero

Probably because many pop science articles will mention that the background radiation of the universe is at about 2-3 degrees above absolute zero. Plus things like the night side of mars being freezing, pluto being a frozen rock, comets being made of ice etc…