4 Instruments, 8 Hours. The Weeks Were Your Change Control.
Anthropic's Model Hardware Standard collapses lab instrument integration from weeks to eight hours. In regulated labs those weeks were the only change control anyone actually had — and draft EU GMP Annex 22 puts agentic AI outside critical GMP scope.
August 30, 2026 · 14 min read