THE VIDEO SHELF · matchbox machine learning
MENACE: the pile of matchboxes which can learn
Matt Parker of Stand-up Maths demonstrates MENACE, Donald Michie's 1961 machine made of matchboxes that learns to play noughts and crosses through reinforcement. He builds and trains a physical version.
Why HN readers recommended it
HN cites it as a fun, tangible way to teach machine learning, including to kids.
This is a summary from the source dataset, not an endorsement by Hacker News or the video creator.
Video & recommendation details
- Creator / channel
- Stand-up Maths
- Topic
- matchbox machine learning
- Format
- explainer
- Level
- general
- HN recommenders in dataset
- 2
- HN mentions in dataset
- 5
- Recommendation years in dataset
- 2018–2026
These counts and years describe the included Hacker News records; they are not YouTube views or the video’s publication date.
From the original HN conversations
Excerpts from the recorded comments. Follow each source for the full comment and surrounding discussion.
Stand up maths did an episode on a similar "machine" called MENACE (Machine Educable Noughts And Crosses Engine) that learns to play tick tac toe. [VIDEO] The video description has additional links to resources: [LINK] [LINK]
jimktrains2 on Hacker News · 2023-01
In A Matchbox Game-Learning Machine (1991) [pdf]Seems like this is what Matt Parker built together with some other people a few years ago: [VIDEO] . It's incredibly inefficient compared to running it on a computer, but an amazing way to teach kids about this.
Tachyooon on Hacker News · 2023-01
In A Matchbox Game-Learning Machine (1991) [pdf]The first time I heard of it was in this Matt Parker video where he helped do this with a school-sized group of kids [0]. An "AI player" made of matchboxes, run by schoolkids, is a fantastically fun idea. [0] [VIDEO]
Tachyooon on Hacker News · 2026-01
In Learning to Play Tic-Tac-Toe with Jax
Summaries, classifications and recommendation records are from the HackerTube source dataset. Read about this library and its limitations.