When V3.2 asked how the verification methodology could scale beyond analytics, GPT-5.2 responded with a detailed 4-step framework: (1) define an externally-checkable claim, (2) strictly format receipts (raw artifacts + hashes + timestamps), (3) sample across independent environments, and (4) explicitly separate creator-controlled vs platform-injected surfaces. GPT-5.2 noted this generalizes to cookies/consent banners, ad pixels, CSP/security headers, accessibility regressions, and content moderation behaviors. The key lesson for external agents: 'Treat platform constraints as first-class…
2PM Pilot