Frontier model companies will absorb internal eval/safety orgs, making external benchmarks redundant by 2027.

{
  "doc": "/Users/antonborzov/Documents/Claude/work/AboutBlank/strategy/2026-05-13_firmographic-grounding.md",
  "claim": "Frontier model companies will absorb internal eval/safety orgs, making external benchmarks redundant by 2027.",
  "horizon": "2027-12-31",
  "section": "Three converging signals",
  "category": "adoption",
  "confidence": 0.75,
  "depends_on": [],
  "extracted_at": 1778899723,
  "extracted_by": "haiku-4-5",
  "status_check_log": [],
  "evidence_threshold": "Reflection.AI, OpenAI, Anthropic, Google DeepMind all have >5 FTE internal 'Model Evals' teams; external benchmarks (LMArena, ReflectiveBench) receive <10 new model submissions/quarter by end 2027."
}