C.40.OI:6 - Bias-Annotation

• Solution-first bias: familiar technologies and providers can appear more concrete than the receiving use. Keep them as leads until a contribution is qualified.
• Human-development default: do not transfer learning, career, or capability mechanisms to organizations, AI arrangements, engineered systems, epistemes, or populations.
• Sponsor-recipient collapse: the funder, subject, receiver, adviser, and later choice owner may coincide, but name distinctions only when their difference changes protection, disclosure, authority, or use.
• Open-search prestige: a larger idea list can look more rigorous while avoiding the first discriminating question.
• Benefit-by-word bias: development, progress, and maturity establish no beneficial direction without characteristics, polarity, and evidence.
• Form bias: a completed record cannot compensate for an unidentified subject or the absence of a useful question.