The CreatorAI system consists of the following interacting blocks:

  1. Predicate statistics database with dynamic extraction of analogs
  2. Working memory with an activated situation map
  3. Parser for input text predicates and comparisons with memory
  4. Speech block for converting speech into a predicate scheme and back.
  5. Motivation (goals) and “personality” (self) block

Despite the simplicity of the overall scheme, each block has a functional map, which, together with other blocks, makes possible such intellectual operations as metaphors, syllogisms, questions, etc.

Current tasks.

We implement a "situation map" in the working memory of the system, activated by an input sentence with transitions from representation to representation. The working memory is structured as proposed by W. Chafe: activated content, recently activated, pre-activated from memory. All activated semes are linked together by predicates and create a situation map, from which a transition to possible situations (development) is built, including the goals of the subject.

Some possibilities of the proposed method:

  • Inferences - syllogism, metaphor - as "gluing" of schemes through similar parts
  • Comparison by similar and different parts of the compared
  • Generalization as the conclusion of the most frequent predicate of analogs (z.b. plants)

We intend to conduct several separate experiments to test the project hypotheses:

1. Testing the principle of map complementarity. On the map as a system element, new connections are created on the predicate base according to the principle of best map closure, which are absent in the text but participate in checking the truth of possible continuations and creating them.

2. Construction of schemes as stable combinations in predicates that arise on frequency analogs and dynamically, based on the current context.

3. Speech and long-term memory management through a hierarchy of schemes. Construction of a scheme of schemes as a way of constructing a complex scene.

4. High-order generalization as an analogy on frequency predicates up to such generalizations as logical operations acting as predicative connectives. Implementation of the perceptual triangle of W. Neisser.

 

We invite all those interested in conducting experiments and developing the system to cooperate with participation in subsequent publications.