Boden (1998) Flashcards
Creativity
A fundamental feature of human intelligence, and a challenge for AI. It is grounded in everyday capacities, e.g. association of ideas, reminding, etc. It involves a cognitive dimension (generation of new ideas) but also motivation and emotion, and is closely linked to cultural context and personality factors
Creative idea
One which is novel, surprising, and valuable
Novel
Two importantly different senses; (1) The idea may be novel with respect only to the individual concerned (P-creativity) or, (2) so far as we know, to the whole of previous history (H-creativity)
H-creativity
A special case
P-creativity
More fundamental notion. AI should concentrate primarily on P-creativity
If it manages to model this in a powerful manner, artificial H-creativity will occur in some cases
Transformational creativity
The more fundamental the dimension concerned, and the more powerful the transformation, the more surprising the new ideas will be
Context-sensitive
New analogies and perceptions develop together
Analogical mapping
A domain-general process which must be analytically distinguished from conceptual representation
Memory access
Occurs when one is reminded of an (absent) analog. It depends on psychological processes and kinds of similarity different from those involved in mapping between two analogs that are presented simultaneously
AARON
The best-known example of AI-creativity. It is a program/series of programs for exploring line-drawing in particular styles. It explores a space defined with the help of rich domain-expertise. The drawings are individually unpredictable because of random choices but they all have the same style