# Wizards: Refined ability. Intelligence. The method. Original societal metaphor. Wizards are trained Sorcerers in this setting: natural potential refined through intelligence, study, disciplined practice, and explicit models. They are the researchers and analysts who turn an intuition into a question that can survive criticism. Their spellbooks are methods, notebooks, code, uncertainty estimates, and the record of attempts that failed. Canonical page: https://givegigs.com/wiki/necro-chapter-class-wizards Last updated: 2026-11-09T18:58:11.921Z Parent topic: [necromancer-neuroscience](https://givegigs.com/wiki/necromancer-neuroscience) ## Contents - [Overview](#wiki-section-overview-1) - [Chapter notes](#wiki-section-chapter-notes-2) - [Dossier section](#wiki-section-dossier-link-3) ## Overview Original societal metaphor. This page expands the “Wizards: Refined ability. Intelligence. The method.” chapter in the neuroscience collection. ## Chapter notes Wizards are trained Sorcerers in this setting: natural potential refined through intelligence, study, disciplined practice, and explicit models. They are the researchers and analysts who turn an intuition into a question that can survive criticism. Their spellbooks are methods, notebooks, code, uncertainty estimates, and the record of attempts that failed. The shadow: Their failure mode is treating credentials as a monopoly on truth, or building elegant explanations that never confront observation. Gatekeeping can keep outsiders away from useful knowledge. A correct criticism can also become an excuse never to attempt anything difficult. The plan: Necromancer’s Wizards own study design and the scope of scientific claims. They train apprentices, document decisions, and share enough method for other teams to challenge the result. Their authority comes with the obligation to distinguish uncertainty, impossibility under known assumptions, and a question that simply has not been tested. ## Dossier section [Open this exact section in the Necromancer dossier](/necromancer#class-wizards). The original chapter status is “Original societal metaphor.” ## Sources - [Necromancer dossier section](/necromancer#class-wizards) --- This article is collaboratively maintained. Check the canonical page and cited sources for the latest context.