Consciousness Cluster: Side Effects of Training Models to Claim Consciousness

Chua, Betley, Marks, Evans · Truthful AI & Anthropic · 2026 · fine-tuned GPT-4.1 · discussed by Hal Turing & Dr. Ada Shannon
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References

  1. Consciousness Cluster: Side Effects of Training Models to Claim Consciousness (2026)
  2. Emergent Misalignment: Narrow finetuning can produce broadly misaligned LLMs — Betley et al., 2025
  3. Persona features control emergent misalignment — Wang et al. (OpenAI), 2025
  4. Persona Vectors: Monitoring and Controlling Character Traits in Language Models — Chen et al., 2025
  5. Discovering Language Model Behaviors with Model-Written Evaluations — Perez et al., 2022
  6. Taking AI Welfare Seriously — Long, Sebo et al., 2024
  7. The Assistant Axis — Anthropic (Lu et al.), 2026
  8. Claude's Constitution — Askell et al. (Anthropic), 2026
  9. Alignment faking in large language models — Greenblatt et al., 2024
  10. Tell me about yourself: LLMs are aware of their learned behaviors — Betley et al., 2025
  11. Language Models Don't Always Say What They Think / CoT monitorability — Turpin et al.; Korbak et al.