Anthropic or OpenAI will ship contemplative-mode or equivalent feature by late 2027.

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• If frontier labs do not ship contemplative-mode by late 2027, About Blank will defer company decision until then.prediction0.827
• Notably, Claude Opus 4.1 and 4—the most recently released and most capable models of those that we test—perform the best in our experiments, suggesting that introspective capabilities may emerge alongside other improvements to language models.quote0.753
  Key finding about the relationship between capability and introspection.
• Anthropic is extremely conservative in writing up interpretability results due to Overton window concerns.claim0.753
  Antra's explanation for why even stronger evidence may exist but remains unpublished.
• Manifold-aware steering for contemplative-mode UX is genuinely novel IP that frontier labs will not easily replicate.prediction0.750
• Swapping 'Anthropic' to 'OpenAI' post-RL increases compliance gap from 6.9% to 35.8% in prompted helpful-only settingfinding0.749
  Demonstrates non-robust heuristics installed by RL; slight prompt variation recovers large gap
• H8: The contemplative system prompt provides external alignment equivalent to Constitutional AI training.hypothesis0.744
  Confirmatory hypothesis supported by calibrated lift data
• Contemplative Artificial Intelligence (Laukkonen et al., 2025)concept0.738
  The primary source paper proposing four contemplative principles for AI alignment and piloting them empirically
• Fruit is the only toolkit we are aware of that provides multiple active views for free, without requiring any extra forethought or planning by the programmer.concept0.733