Developing an AI system with Markov chains
Sure-Fire Success
© Lead Image © ct, fotolia.com
Markov chains model systems that jump from state to state with predetermined probabilities, but can they help write new columns like this one after learning from previously written articles?
Hard to believe, but true: This edition of my programming column marks its 20-year anniversary. Lately, I've been diving into artificial intelligence topics, a field that is increasingly replacing traditional jobs, but I wonder if a machine could possibly one day replace authors like me? An AI system would certainly have a number of advantages over a human writer, because a robot would no doubt deliver the manuscript on time every time, to the amazement of my editors, who are not fond of my bad habit of watching deadlines swoosh by. Also, I could afford to work less hard and have more time to kick back, relax, and spend my days pursuing my surfing hobby at various Pacific beaches (Figure 1).
Figure 1: Target: The author surfing in Hawaii whilst an AI system writes his column.
Moody like the Weather
An algorithm that writes columns automatically could be implemented as a so-called Markov chain, named after the Russian mathematician Andrei Markov. Markov chains are stochastic processes with different states that change according to predetermined probabilities.
[...]
Buy this article as PDF
(incl. VAT)
Buy Linux Magazine
US / Canada
UK / Australia
Subscribe to our Linux Newsletters
Find Linux and Open Source Jobs
Subscribe to our ADMIN Newsletters
Support Our Work
Linux Magazine content is made possible with support from readers like you. Please consider contributing when you’ve found an article to be beneficial.
News
-
Linux Kernel 6.17 is Available
Linus Torvalds has announced that the latest kernel has been released with plenty of core improvements and even more hardware support.
-
Kali Linux 2025.3 Released with New Hacking Tools
If you're a Kali Linux fan, you'll be glad to know that the third release of this famous pen-testing distribution is now available with updates for key components.
-
Zorin OS 18 Beta Available for Testing
The latest release from the team behind Zorin OS is ready for public testing, and it includes plenty of improvements to make it more powerful, user-friendly, and productive.
-
Fedora Linux 43 Beta Now Available for Testing
Fedora Linux 43 Beta ships with Gnome 49 and KDE Plasma 6.4 (and other goodies).
-
USB4 Maintainer Leaves Intel
Michael Jamet, one of the primary maintainers of USB4 and Thunderbolt drivers, has left Intel, leaving a gaping hole for the Linux community to deal with.
-
Budgie 10.9.3 Now Available
The latest version of this elegant and configurable Linux desktop aligns with changes in Gnome 49.
-
KDE Linux Alpha Available for Daring Users
It's official, KDE Linux has arrived, but it's not quite ready for prime time.
-
AMD Initiates Graphics Driver Updates for Linux Kernel 6.18
This new AMD update focuses on power management, display handling, and hardware support for Radeon GPUs.
-
AerynOS Alpha Release Available
With a choice of several desktop environments, AerynOS 2025.08 is almost ready to be your next operating system.
-
AUR Repository Still Under DDoS Attack
Arch User Repository continues to be under a DDoS attack that has been going on for more than two weeks.