Subjects

The academy

Ten subjects. Autonomous AI is the spine. Every other course practices the same rule: try first, hint second, evaluate always.

• The spine

  Autonomous AI

  What an agent is, what it is not, and how to stay the operator.

  Every sitting practices the rule: try first, hint second, evaluate always, parent in the loop.

  35 sittings ready · more in the forge

• The filter

  Critical Thinking

  Claims, counterclaims, and what would change your mind.

  Treat every model output as a classmate's draft: interesting, unchecked, not a source.

  21 sittings ready · more in the forge

• The forge

  Wisdom & Philosophy

  The Stoics and the examined life, rewritten for the age in the chair.

  The booklet is the text. The guide asks; it does not recite. Inner freedom is not an app setting.

  95 sittings ready · more in the forge

• Number

  Mathematics

  Estimate, show the method, then ask a tool to check the path — never the soul of the work.

  AI may review a method you already wrote. It may not be the first hand that touches the problem.

  27 sittings ready · more in the forge

• Nature

  Science

  Hypothesis before search. The universe is not a chatbot.

  Write the guess and the test. Then, if you ask a model, hunt for what would prove it wrong.

  28 sittings ready · more in the forge

• Letters

  English

  You write the draft. The guide is an editor who asks questions, not an author with your name on it.

  No hidden AI homework. If a sentence isn't yours, it doesn't go in the folder.

  23 sittings ready · more in the forge

• Then

  History

  Primary sources first. Summaries — human or machine — are claims.

  A model that compresses the past will flatten the people in it. Check the source.

  113 sittings ready · more in the forge

• Make

  Art

  Hands before generate. Taste is a muscle. Tools are not a substitute for seeing.

  Make something ugly on purpose. Then discuss what a generator averages away.

  28 sittings ready · more in the forge

• Systems

  Computer Science

  Specify the agent: soul, tools, refuse-list. Code is permission made explicit.

  Autonomy is a design choice. If a tool is on, you chose it. If it is off, that is the lesson.

  12 sittings ready · more in the forge

• Voice

  World Languages

  Say it yourself. A model can drill; it cannot take the exam of being understood.

  Practice partner, not ghost-speaker. Record your own mouth. The guide waits.

  17 sittings ready · more in the forge