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
-
Akamai Will Host kernel.org
The organization dedicated to cloud-based solutions has agreed to host kernel.org to deliver long-term stability for the development team.
-
Linux Kernel 6.14 Released
The latest Linux kernel has arrived with extra Rust support and more.
-
EndeavorOS Mercury Neo Available
A new release from the EndeavorOS team ships with Plasma 6.3 and other goodies.
-
Fedora 42 Beta Has Arrived
The Fedora Project has announced the availability of the first beta release for version 42 of the open-source distribution.
-
Dash to Panel Maintainer Quits
Charles Gagnon has stepped away as maintainer of the popular Dash to Panel Gnome extension.
-
CIQ Releases Security-Hardened Version of Rocky Linux
If you're looking for an enterprise-grade Linux distribution that is hardened for business use, there's a new version of Rocky Linux that's sure to make you and your company happy.
-
Gnome’s Dash to Panel Extension Gets a Massive Update
If you're a fan of the Gnome Dash to Panel extension, you'll be thrilled to hear that a new version has been released with a dock mode.
-
Blender App Makes it to the Big Screen
The animated film "Flow" won the Oscar for Best Animated Feature at the 97th Academy Awards held on March 2, 2025 and Blender was a part of it.
-
Linux Mint Retools the Cinnamon App Launcher
The developers of Linux Mint are working on an improved Cinnamon App Launcher with a better, more accessible UI.
-
New Linux Tool for Security Issues
Seal Security is launching a new solution to automate fixing Linux vulnerabilities.