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2026-05-13_firmographic-grounding.md

/Users/antonborzov/Documents/Claude/work/AboutBlank/strategy/2026-05-13_firmographic-grounding.md

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Incoming (16)

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Deferring Company shape makes position-taking visible as others' work rather than original contribution.(claim)
Frontier-lab safety labor market is capped; OpenAI alone hires more alignment researchers than entire independent cohort.(claim)
Lab cohort is artisanal with 4-7 active jobs; citation-graph entry requires speed before corporate absorption.(claim)
Model welfare is now mainstream concern, dragged from fringe by frontier model leadership.(claim)
Pub House is a publishing posture, not a separate fork; runs parallel to other shapes.(claim)
Public benchmarks (LMArena) decline as commercial versions (Arena Intelligence) grow; leaderboards face deflation curve.(claim)
ReflectiveBench's win condition is credibility weapon for landing co-authors, not standalone product.(claim)
Research-as-product company model works at venture scale now, proven by Thinking Machines Lab.(claim)
Robert Long co-author outreach must happen this month; citation cohort window compressed by leadership endorsement.(claim)
Single-layer positions collapse into integrated stacks within 12-24 months.(claim)
Studios are premature without productized template or shipped hits; About Blank lacks both.(claim)
The eval wedge works as entry point; pivoting in 12-18 months is success path, not failure.(claim)
The next AI value pool is captured by companies controlling which model runs, where, how efficiently, and token productivity.(claim)
The strategic fork is binary Lab vs Company after 12-month Arena wedge, not 4-way.(claim)
UI for reflective cognition and deliberation scaffolds is open in the Model×Runtime×UI stack.(claim)
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