Reasoning and Rationality

The interplay between human knowledge and AI systems. Including knowledge engineering, Bayesian methods, probabilistic models.

Read in this order

• ACH as Bayesian reasoning in disguise

  The Analysis of Competing Hypotheses worksheet is naive Bayes with a friendlier UI. Pairs with an interactive explorer.

• Markov logic networks for fun and profit: NBA playoffs edition

  Applied probabilistic reasoning — combining first-order logic with Markov networks to predict NBA playoff outcomes.

Related projects

• Open Source
  Open Synthesis
  Source

  Open platform for collaborative ACH. No longer receiving updates.

Everything else

Full chronological list: Reasoning category.