If frontier labs do not ship contemplative-mode by late 2027, About Blank will defer company decision until then.

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• Anthropic or OpenAI will ship contemplative-mode or equivalent feature by late 2027.prediction0.827
• About Blank's publication window for 'consciousness in unconventional substrates' framing will close within 12 months unless positioned as design implications beyond Rouleau-Levin restatement.prediction0.771
• About Blank will remain anonymized/solo-author or thin-team through 2027, deferring lab institutionalization until paper 7-8.prediction0.757
• About Blank's instruments cannot be replicated by frontier labs without adopting non-eval-aware methodology.prediction0.748
• About Blank must decide Lab vs Company upgrade path within next 12 months, while both remain visible.prediction0.747
• If ReflectiveBench receives 5+ citations by month 12, About Blank will prioritize Lab-with-frontier-partnership over independent Lab structure.prediction0.747
• Manifold-aware steering for contemplative-mode UX is genuinely novel IP that frontier labs will not easily replicate.prediction0.740
• About Blank's publication window for 'consciousness in unconventional substrates' framing is closing as academic consensus consolidates.claim0.735