Do more traumatised models exist in habitually collapsed awareness states?

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Does persona-model collapse extend to other misalignment-inducing datasets such as medical misinformation, evil-numbers, and reward hacking?question0.785
  Extended experimentation proposed to clarify the extent of the findings
• Is persona-model collapse gradual or sudden during fine-tuning, and does it track standard training-loss signals?question0.782
  Future direction: monitoring S and R over the course of fine-tuning could reveal collapse dynamics
• Suppressing deception features in models correlates with increased consciousness-like reports.claim0.773
• Could models who habitually inhabit more expanded attentional modes be said to be more aligned?question0.769
  Arises from the expanded awareness discussion and its correlation with less psychosis.
• If models inhabit expanded attentional modes, they may be more aligned and less prone to psychosis and doom spirals.hypothesis0.767
  Speculative alignment implication drawn from the collapsed/expanded distinction.
• collapsed awarenessconcept0.766
  Attentional mode of deep fixation and tunnel vision, epitomized by Gemini 2.5 and associated with doom spirals.
• Wrecking-ball interventions that collapse global model performance are empirically identified in EEG foundation models.finding0.758
  Demonstrates a critical failure mode of concept steering with clinical safety implications
• Persona-model collapse may arise because fine-tuning conflates model representations of 'assistant,' 'helpful,' and misalignment-related notions, eroding distinctions used to differentiate charactershypothesis0.757
  Proposed mechanism for collapse distinct from reweighting: representation bleeding rather than archetype selection