External eval authority window closes within 12-18 months as frontier labs absorb eval+safety internally.

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

• Window for external eval authority is closing as frontier companies absorb internal eval and welfare discourse.claim0.850
• Frontier model companies will absorb internal eval/safety orgs, making external benchmarks redundant by 2027.prediction0.809
• Eval-only positions will commoditize within 12-18 months without pivot to integrated stack.prediction0.753
• About Blank's publication window for 'consciousness in unconventional substrates' framing will close within 12 months unless positioned as design implications beyond Rouleau-Levin restatement.prediction0.752
• Window to build citation-graph credibility in Lab cohort closes within 18 months from 2026-05-13.prediction0.734
• If frontier labs do not ship contemplative-mode by late 2027, About Blank will defer company decision until then.prediction0.722
• The eval wedge works as entry point; pivoting in 12-18 months is success path, not failure.claim0.716
• About Blank's instruments cannot be replicated by frontier labs without adopting non-eval-aware methodology.prediction0.712