There was an article in 'The Rainbow' about the tic-tac-toe bead method of machine learning. For some reason, that particular method stuck in my head long after most other things I read in computer magazines of the time faded away. Maybe due to both the simplicity of tic-tac-toe and of the algorithm itself.