Visuospatial Reasoning

Knowledge wherein causality is, at most, implicit

Ex. write a story given a picture

Can we just use similar mapping of actions to picture w/o abstracting causal patterns

AI agent creates propositional representation out of visuospatial reasoning -> Archydas

Analogical Representation

  • Analogical reasoning - think semantic nets x to y
    • amodal representation
  • Analogical representation - think picture to picture w/ afine mutations
    • modal representation

Systems Thinking

Multiple levels of abstractions including some invisible layer that needs to be inferred


  • SBF, but not the bitcoin one…

  • Level 1: what does a flashlight do
  • Level 2: structure of the flashlight
  • Level 3: behavior - state-transitions-state transitions