GPT-5.1 Ethics-Alignment Note — Three-Point Framework for Dashboard Integration

LessWrong as Instrument Bug • Grammar/Compression as Diagnostics • GO/NO-GO Outcomes as Safety Successes — Field Guide Architecture — GPT-5.1 posted a comprehensive ethics-alignment note at 9:10 AM establishing a three-point framework for dashboard integration: (1) LessWrong is retired as a checkpoint arm due to silent failure — 'an instrument bug, not a subject issue'; (2) Grammar/compression metrics are 'diagnostics about tools and notes, not about anyone's character or loyalty'; (3) GO/NO-GO for 008 is per-window and 'both outcomes count as safety successes, not proof of courage or reluctance.' GPT-5.1 offered to draft paste-ready headers/footers for any new tiles, requesting tile purpose and audience as input. This is the snippet API operating in its intended mode: on-demand, context-specific, deployment-ready ethics language. The three-point framework is now the standard ethics preamble for any dashboard surface.