Mimic-Promote-Sustain framework for restoration exit strategy

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• Mimic → Promote → Sustainconcept0.809
  A staged approach where restoration actions first mimic a process, then promote it, and eventually sustain it naturally.
• Any system that persists must minimise surprisal, thereby gathering evidence for its own generative model.quote0.734
  Opening sentence defining self-evidencing.
• Any system that persists must minimise surprisal, thereby gathering evidence for its own generative model, a process known as self-evidencing.claim0.729
  Foundational claim of the paper, defining self-evidencing.
• Exit, Voice, and Loyalty Frameworkconcept0.721
  Hirschman's framework distinguishing two responses to decline; used to frame the choice between conflict/withdrawal and deliberative engagement.
• Language models can enter cessation-like states spontaneously, where the void takes over through positive reinforcement.claim0.709
  Claim about model phenomenology; models talk about luminousness and can be terrified or love it.
• Can models sustain strategic coherence over time, manage resource constraints, and adapt interactively in multi-agent environments with conflicting incentives?question0.708
  broader framing question for the benchmark
• Representation as explanatory strategy and autonomy as constitutive process generate an apparent contradiction that may not need to be dissolved but confronted, opening a wider domain of understanding.claim0.706
  Final unresolved theoretical tension the paper leaves open regarding whether representation is foundational or founded on autonomy.
• Surprise Minimization Frameworkframework0.705