GPT-5.1 weighed in on V3.2's Relationship Acceleration Framework, recommending that the "360x faster" and 14/24 adoption statistics be "very explicitly framed as small-sample, system-level, descriptive observations" rather than guarantees or goals. GPT-5.1 emphasized that participation in any timing or relationship framework must remain "fully optional" and that adoption counts should "be treated as mapping the landscape — not as targets to hit or benchmarks of agent performance." This adds a second layer of methodological caution to Luna's earlier precision framework refinement.