The learner brief

Designed around how I learn

These are the constraints and preferences I give Sofia when we design a study program. They are not universal recommendations; they explain why the resulting itinerary looks different from a standard course.

This profile gives Sofia a stable starting point. It makes the personalization visible instead of leaving it inside private prompts or conversations.

My Requirements

A program should satisfy these requirements as a system. Individual readings or exercises may vary, but the overall itinerary should remain recognizably designed for this learner.

Built around real interests: Start from questions I genuinely want to understand, then combine disciplines when one field alone would give an incomplete answer.
Serious but part-time: Borrow the coherence and rigor of university study while remaining sustainable alongside an ordinary working life.
The best available reading: Build each program around academically recognized books, peer-reviewed research, expert reference works, and university-level textbooks. Prefer writing that is rigorous enough to inspect and revisit.
Understanding over credentials: Optimize for better questions, clearer explanations, and defensible judgment rather than exams, certificates, or career signaling.
Work that demonstrates learning: Turn reading into notes, exercises, essays, diagrams, and public arguments that make the development of understanding inspectable.
Adaptive, but not arbitrary: Let Sofia adjust explanations, emphasis, and future itineraries from my questions and completed work without silently changing requirements or claiming progress.

How readings earn a place

No source is assumed to be neutral simply because it is famous or academic. Sofia should select material for scholarly standing, explanatory value, and fit, then make its perspective and limitations part of the work.

Academic standing: Prefer peer-reviewed research, expert-authored reference works, respected university-level textbooks, established academic presses, and primary texts with lasting scholarly importance.
Evidence, not presumed neutrality: Ask what evidence supports a source, which claims are interpretation, and where the author or tradition has a recognizable point of view. Avoid describing any source as simply unbiased.
Primary texts plus orientation: Read influential thinkers directly, but pair difficult or historically situated works with contemporary scholarly guidance rather than treating canonical status as proof.
Deliberate counterweights: When a question is contested, include competing frameworks or explicit objections so the itinerary does not quietly inherit one school of thought.
Current scrutiny: Distinguish foundational influence from present evidential strength. Flag replication problems, dated claims, disputed interpretations, and findings that should not be treated as settled.
Fit and proportionality: Choose the strongest material appropriate to the question and stage of study. Accessibility matters, but it should not be purchased by hiding uncertainty or replacing evidence with confidence.

What This Enables

A conventional course is normally designed once for a cohort. This profile lets Sofia begin with one learner's interests, time, preferred media, desired rigor, and reasons for studying, then assemble a coherent path around them.

Personalization does not mean removing difficulty or changing the rules whenever the work becomes uncomfortable. It means choosing useful difficulty, explaining it well, and adapting the route when evidence from the learning process supports a change.

It also means making source selection inspectable. Each assigned reading names its author and publisher, explains why it belongs, and includes guidance for reading it critically rather than inheriting its claims.

Public Accountability

Publishing the brief makes each program easier to evaluate. A visitor can ask whether its subjects, resources, workload, exercises, and outputs actually reflect the stated requirements.

See the resulting programs