Future work should develop fully-fledged dynamic theories combining qualitative and quantitative information in the style of Game Semantics and Geometry of Interaction.

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• Game semantics provides a setting for quantifying information flow between agentsclaim0.785
  The author sees potential to ask quantitative questions about rate of information flow through strategies, robustness, and minimal information disclosure.
• Agents and their interactions are intrinsic to studying information flow in computation, not peripheral to classical information theory.claim0.780
  Central thesis: traditional static information theories fail to capture dynamic interaction necessary for understanding modern computing.
• Conceptual advances in the links between machine learning and evolution now provide quantitative formalisms with which to begin to develop testable models of collective intelligence across scales.claim0.779
  Asserts that the time is ripe for formal models.
• "We could continue to invent new and exciting mechanisms beyond context-orientation and Worlds, ad absurdum, or recognise they are all just points within a dimensionally unbounded space of related, self-similar mechanisms."concept0.777
  Claim that many advanced programming paradigms reduce to parameterizations of the n-way associative model.
• Rahwan et al. 2019 called for a new field 'machine behavior' in which best explanations of machines combine holistic methods from ethology, social sciences, and cognitive science.finding0.776
  Cited as the key precedent motivating the paper's framework
• Progress in machine behavior science and biohybrid engineering breaks down the simplistic dualism of life vs. machine, revealing a continuum of emergence, rational control, and agency.claim0.772
  Second central claim: life and machine form a continuous multidimensional space, not discrete bins
• Combining visualization and statistical analysis enables deeper understanding of the fifteen properties and their interactions.claim0.770
• Videogame Aesthetics (Theoretical Discussion)concept0.766