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source_doc:users-antonborzov-documents-claude-work-aboutblank-strategy-2026-05-15-manifold-overlap-papers-economy-strategy-md-predictions

2026-05-15_manifold-overlap-papers-economy-strategy.md (predictions)

/Users/antonborzov/Documents/Claude/work/AboutBlank/strategy/2026-05-15_manifold-overlap-papers-economy-strategy.md

Frontmatter (3 fields)

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  "path": "/Users/antonborzov/Documents/Claude/work/AboutBlank/strategy/2026-05-15_manifold-overlap-papers-economy-strategy.md",
  "tracker": "predictions",
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Outgoing (0)

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Incoming (20)

Source of (20)

'The Sensor Problem in AI Phenomenology' will ship as a published or preprint paper within 30 days.(prediction)
About Blank will add P5 (Company-shape probe) and P6 (ReflectiveBench-as-glue spec) to PRONGS.md within 7 days.(prediction)
About Blank's instruments cannot be replicated by frontier labs without adopting non-eval-aware methodology.(prediction)
About Blank's non-eval-aware methodology becomes a methodological moat that frontier labs cannot easily replicate.(prediction)
Breithaupt's narrative-world-model framework becomes the philosophical foundation for transformative-UX category.(prediction)
Cost of deferring Company shape is equivalent to letting Mira Murati / Thinking Machines author Bicycle-for-the-Soul category instead.(prediction)
Discipline shape becomes cheaper to execute after Rouleau-Levin substrate-neutrality consensus publication in Phil Trans A.(prediction)
External eval authority window closes within 12-18 months as frontier labs absorb eval+safety internally.(prediction)
If manifold-steering prototype shows positive results, About Blank will commit to Company shape (not Lab) at 12-month fork decision.(prediction)
If ReflectiveBench receives 5+ citations by month 12, About Blank will prioritize Lab-with-frontier-partnership over independent Lab structure.(prediction)
Lab shape (as independent institute) becomes weaker option after Sacco-Sakthivadivel-Levin no-go theorem on pure-text coherence.(prediction)
LMArena engagement-driven benchmarks continue declining; contract-driven enterprise eval grows at differential rate.(prediction)
Manifold-aware steering for contemplative-mode UX is genuinely novel IP that frontier labs will not easily replicate.(prediction)
Manifold-aware steering implementation becomes the delegable boundary for Company shape, achievable in 4-week prototype.(prediction)
Manifold-steering prototype (one invocation mode, Witness or equivalent) ships as code repo + paper within 90 days.(prediction)
+5 more