Talking to Machines: LISP and the Origins of A.I.

09/17/19 • 27 min

Creating a machine that thinks may have seemed like science fiction in the 1950s. But John McCarthy decided to make it a reality. And he started with a language he called LISP. Colin Garvey describes how McCarthy created the first language for AI. Sam Williams covers how early interest in thinking machines spread from academia to the business world, and how—after certain projects didn’t deliver on their promises—a long AI winter eventually set in. Ulrich Drepper explains that the dreams of AI went beyond what the hardware could deliver at the time.

But hardware gets more powerful each and every day. Chris Nicholson points out that today’s machines have enough processing power to handle the resource requirements of AI—so much so that we’re in the middle of a revolutionary resurgence in AI research and development. Finally, Rachel Thomas identifies the languages of AI beyond LISP—evidence of the different kinds of tasks AI is now being prepared to do.

If you want to dive deeper into LISP and the origins of artificial intelligence, you can check out all our bonus material over at redhat.com/commandlineheroes. You’ll find extra content for every episode.

Follow along with the episode transcript.

Follow along with the episode transcript.

Previous Episode

Heroes in a Bash Shell

Shells make large-scale IT possible. They’re a necessary component to modern computing. But it might not have turned out that way without a lot of hard work from a developer at the Free Software Foundation named Brian Fox. Now, the Bash shell is shipped with almost every computer in the world.

In the ‘70s, Bell Labs wanted to automate sequences of repetitive, complex commands. Chet Ramey describes how Bell developed several shells—but there could be only one officially supported shell for UNIX. Enter the Bourne shell. Though it was the best of that crop, the Bourne shell had its limits. And it was only available with a limited UNIX license. Brian J. Fox recounts his time at the Free Software Foundation where he needed to create a free—as in speech—version of the Bourne shell. It had to be compatible without using any elements of the original source code. That Bourne-Again Shell, aka Bash, is possibly the most widely used software in the planet. And Taz Brown describes how it’s one of the most important tools a developer can learn to use.

You can dive deeper into the story of Bash, or any of the programming languages we cover this season, if you head over to the show’s site at redhat.com/commandlineheroes

Follow along with the episode transcript.

Next Episode

The C Change

C and UNIX are at the root of modern computing. Many of the languages we’ve covered this season are related to or at least influenced by C. But C and UNIX only happened because a few developers at Bell Labs created both as a skunkworks project. Bell Labs was a mid-twentieth century center for innovation. Jon Gertner describes it as an “idea factory.” One of their biggest projects in the 1960s was helping build a time-sharing operating system called Multics. Dr. Joy Lisi Rankin explains the hype around time-sharing at the time—it was described as potentially making computing accessible as a public utility. Large teams devoted years of effort to build Multics—and it wasn’t what they had hoped for. Bell Labs officially moved away from time-sharing in 1969. But as Andrew Tanenbaum recounts, a small team of heroes pushed on anyways. C and UNIX were the result. Little did they know how much their work would shape the course of technology.

That's all for Season 3. If you want to dive deeper into C and UNIX, you can check out all our bonus material over at redhat.com/commandlineheroes. You’ll find extra content for every episode. Follow along with the episode transcript. Subscribe to the newsletter for more stories and to be among the first to see announcements about the podcast. See you soon for Season 4.