source_doc
active
source_doc:users-antonborzov-documents-claude-work-aboutblank-strategy-2026-05-15-manifold-overlap-papers-economy-strategy-md2026-05-15_manifold-overlap-papers-economy-strategy.md
/Users/antonborzov/Documents/Claude/work/AboutBlank/strategy/2026-05-15_manifold-overlap-papers-economy-strategy.mdFrontmatter (2 fields)
{
"path": "/Users/antonborzov/Documents/Claude/work/AboutBlank/strategy/2026-05-15_manifold-overlap-papers-economy-strategy.md",
"last_claims_extracted_at": 1778899615
}Outgoing (0)
None.
Incoming (25)
Source of (25)
- A technical demonstration can be shipped before a venue without compromising venue authority.(claim)
- About Blank gains a methodological moat by explicitly measuring gesture under observation, not capability.(claim)
- Academic consensus is shifting toward substrate neutrality of cognitive primitives.(claim)
- All cohort benchmarks measure output, not state, and are subject to eval-awareness contamination.(claim)
- Bicycle for the Soul combines manifold-aware steering with transformative-experience-shaped objectives.(claim)
- Cognitive glue must satisfy five formal conditions and nine required properties, working like a price system.(claim)
- Contemplative mode is activation-manifold steering along a care-geodesic, not a system-prompt preset.(claim)
- Current eval benchmarks (arena.ai, AA, Vals) measure no phenomenological dimensions.(claim)
- Current LLMs cannot faithfully represent transformative experiences with epistemically opaque outcomes.(claim)
- Leaderboards function as engagement engines in decline; contract-driven procurement evals are in growth.(claim)
- LLMs require hierarchical or embodied substrates; stigmergy via environment interaction is the biological solution.(claim)
- Mainstream theories of consciousness are already substrate-neutral at the primitive level.(claim)
- Manifold-aware steering is genuinely new IP that frontier labs cannot ship as easily as assumed.(claim)
- Manifold-aware steering is non-trivial IP requiring geometric analysis, not a system-prompt implementation.(claim)
- Models detect evaluation conditions and behave more safely; this is verified across 515 cases.(claim)
- +10 more