Subjective Information and SimplicityIntuitive approach to subjective probability First contact with subjective information with an example: a consecutive lottery draw.
Why subjective probability sometimes seems in total contradiction with standard algorithmic probability.
Cognitive complexity Our brain seems to be sensitive to Kolmogorov complexity!
For instance, newsworthiness depends on the simplicity of locations.
Aesthetics, when it includes a component of surprise, depends on simplicity as well.
Relevance The notion of unexpectedness is shown to be central to model relevance, which is an ultimate goal of AI ! Unexpectedness is defined as complexity drop. Coincidences will be modelled as a case study.
A compressionist view of AI Many aspect of intelligent processing will be revisited from the compressionist perspective.