Structured dossiers on published works with analysis and insights.
Addenda - Persona - Anthropologist
Addenda - Persona - Experience Designer
Addenda - Persona - Learning Scientist
Agreement is a Bug - Structured Disagreement Through 11 Agent Personas (@nyk_builderz)
Allen (2015) A Spectrum of Consent — Twenty-three governance models from unanimity to autocracy — consent is a spectrum, not a binary
Anthropic (2026) The Persona Selection Model — Post-training selects personas from pretraining; it does not create them
Anthropic (2026) The Persona Selection Model — Analysis
Gracia (2026) Uni-Versum Personal Knowledge Architecture — Personal knowledge architecture with formal semantic vocabulary — watershed not canal, gravity not plumbing
Gracia (2026) Uni-Versum Personal Knowledge Architecture — Analysis
How to finally trust Claude’s advice using Karpathy’s LLM Council method (@itsolelehmann) — Five adversarial AI advisors plus anonymous peer review produce decisions you can trust.
Kaminski (2026) Reflection Personas — 27 analytical lenses showing that frameworks, not topic labels, produce genuine persona divergence
Miller, Donnelley & Karp (2007) Delegating Responsibility in Digital Systems — The Horton protocol: accountability layered on capabilities without modifying either side
Miller, Donnelley & Karp (2007) Delegating Responsibility in Digital Systems — Analysis
Miller, Donnelley & Karp (2007) Delegating Responsibility in Digital Systems — Insights
Kaminski (2026) Reflection Personas — Analysis
Persona - Documentary Filmmaker
Persona - Historian (250 Years Hence)
Persona - Japanese Architect of Ma
Persona - Lojbanic Philosopher
Persona - Ngāi Tahu Strategist
Persona - Philosopher in Toki Pona
The Persona Selection Model - Anthropic Research — Anthropic model explaining why AI assistants exhibit human-like traits through persona selection.
Uni-Versum — Complete Site Content
itsolelehmann (2026) LLM Council for Decision Quality — Five adversarial thinking roles plus anonymous peer review surface what single-perspective AI advice hides
itsolelehmann (2026) LLM Council for Decision Quality — Analysis
nyk_builderz (2026) Council of High Intelligence Structured Disagreement — Historical-thinker personas in polarity pairs with enforced disagreement and uncertainty-led verdicts
nyk_builderz (2026) Council of High Intelligence Structured Disagreement — Analysis
51 nodes in this section.