Lab cohort is artisanal with 4-7 active jobs; citation-graph entry requires speed before corporate absorption.

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Window to build citation-graph credibility in Lab cohort closes within 18 months from 2026-05-13.prediction0.777
• OpenAI alignment hiring (9 roles) exceeds entire independent Lab cohort hiring capacity by 3-5x.prediction0.773
• Frontier-lab safety labor market is capped; OpenAI alone hires more alignment researchers than entire independent cohort.claim0.768
• Robert Long co-publication will credibly land About Blank into independent Lab cohort within 12 months.prediction0.738
• Robert Long co-author outreach must happen this month; citation cohort window compressed by leadership endorsement.claim0.725
• Lab shape (as independent institute) becomes weaker option after Sacco-Sakthivadivel-Levin no-go theorem on pure-text coherence.prediction0.723
• All cohort benchmarks measure output, not state, and are subject to eval-awareness contamination.claim0.718
• If ReflectiveBench receives 5+ citations by month 12, About Blank will prioritize Lab-with-frontier-partnership over independent Lab structure.prediction0.709