Genetic Programming Is Not Artificial Evolution

Karl Popper has a radical theory of 'dualistic evolution' where behavior had to evolve first before physical evolutionary changes could be taken advantage of. As part of his theory, Popper pointed out that an animal's ability to learn would be paramount to making evolution work at all -- similar to the Baldwin effect discussed in the last episode, but now for physical adaptions. This means evolution would have had intense pressure to evolve learning algorithms early in the evolutionary tree. 

As it turns out, Richard Byrne's work largely corroborates Popper's theory of dualistic evolution. Nearly all animals show an ability to do trial-and-error learning and this is the main source of 'animal intelligence' in the animal world. Byrne even argues that this ability to do trial-and-error learning is a form of evolution where animals let their behaviors 'die in their place' rather than having to wait for the slow biological evolutionary learning processes of the genes.

We also discuss what split-brain patients might teach us about human explanations and go over examples of animal-like gene channeled learning in humans. 

Links:

• Richard Byrne's book Evolving Insight: How it is we can think about why things happen
• Richard Byrne's book The Thinking Ape: The Evolutionary Origins of Intelligence
• Kenneth Stanley's work on the problem of open-endedness
• The Monkey Fairness Experiment
• Frans Waal's Paper: Monkeys Reject Unequal Pay
• A primer on Donald Campbell's Theory (including animal learning and the Baldwin effect)
• A short summary of how Popper and Campbell (apparently) disagree with David Deutsch on what counts as knowledge creation