Library / Development Opportunity Construction and Development-Direction Advising Principles Framework
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Source changed 2026-10-03 02:22:15 UTC · snapshot created 2026-10-03 03:38:22 UTC · last check 2026-10-03 04:35:14 UTC

DOCA.1:6 - 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.