Narrative Explanation and the Dynamics of Action

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• Part III: Explaining Human Action: Why Dynamics Tell Us That Stories Are Necessaryconcept0.845
  Epistemological consequence: shows why narrative explanation is necessary for explaining self-organizing action (Chapters 14–15).
• Narrative explanation is necessary for explaining self-organizing dynamical systems because their behavior cannot be reduced to deductive-nomological form.claim0.813
• Explaining self-organizing action requires narrative (hermeneutic) explanation, not deductive law-like subsumption.claim0.792
  Justifies why dynamical accounts necessitate stories; historical, contextual unfolding cannot be captured by timeless laws.
• Dynamics in Action: Intentional Behavior as a Complex Systemframework0.778
• Causal Theories of Actionconcept0.748
  Traditional mechanistic accounts (Danto, Chisholm, Goldman) that Juarrero critiques as resting on outdated Newtonian causality.
• Representational dynamicsconcept0.740
  The evolution of an agent's latent representations over the course of training, shown to align with reward improvement when causal emergence is high.
• The concept of role play is central to understanding the behaviour of dialogue agentsclaim0.740
  Core thesis of the paper; the role-play framework is proposed as the primary lens for LLM-based dialogue agents
• Faithfulness of Explanationsconcept0.739
  Property of explanations that accurately reflect the actual causal mechanisms of the model being explained.