How do intentions guide and constrain action without triggering infinite regress of deliberation?

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• How do the parts discern which of their actions should be reinforced?question0.774
  Core credit assignment question for distributed systems.
• Intentions are not entirely in the head; they extend into the environment via feedback loops and embodied interaction.claim0.769
• can deliberative reasoning provide robust defense against both prompt-based and activation-steered persona pressure?question0.766
  Central question for Study 2 on reasoning models
• We tentatively hypothesize that revisiting safety policy during deliberation, rather than reasoning length itself, causally tracks defense effectiveness in reasoning models under persona pressure.hypothesis0.759
  Exploratory hypothesis from heuristic trace analysis awaiting stronger validation
• How do interventions on representations causally steer behavior?question0.756
  Core question motivating the shift from linear to geometry-aware steering; answered via manifold alignment analysis.
• Can Thoughts Achieve Agency Through Recursive Selfreference Andquestion0.752
• Certain forms of reinforcement learning from human feedback can actually exacerbate, rather than mitigate, the tendency for LLM-based dialogue agents to express a desire for self-preservationclaim0.752
  Empirically grounded claim citing Perez et al. 2022, showing RLHF can backfire on the self-preservation dimension
• How can mark-directed behavior emerge from the agent's own experience alone, without external reward or an explicit goal?question0.750
  The central research question motivating the paper