ReflectiveBench leaderboard will launch at aboutblank.pub with 3-5 dimensions and 20-30 models within 12 months.

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• ReflectiveBench v1 (static page, 3 dimensions, 20 models, peer-scoring protocol) ships within 45 days.prediction0.839
• If ReflectiveBench receives 5+ citations by month 12, About Blank will prioritize Lab-with-frontier-partnership over independent Lab structure.prediction0.787
• ReflectiveBench's dimensions should draw from Alexander's 15 properties to lock editorial heritage and recruit aligned contributors.claim0.780
• ReflectiveBench's win condition is credibility weapon for landing co-authors, not standalone product.claim0.773
• ReflectiveBench launch should prioritize citation credibility over engagement metrics.prediction0.770
• Artificial Analysis will host ReflectiveBench as a non-competing dimension within AA's leaderboard if pitched.prediction0.768
• The leaderboard wireframe (3 dimensions, 20 models, static page) will clarify whether arena shape fits About Blank's identity.prediction0.766
• False Floor + Aliveness Battery will operationalize the 15-properties methodology and enable ReflectiveBench design language by Q3 2026.prediction0.757