---
identifier: draft-imran-competence-porn-03
section: "5.1"
title: "Competence Porn"
summary: "Watching a skilled person work occupies the same reward slot as being one, and the industry has industrialised the confusion."
state: holding
confidence: 0.8
published: 2025-09-03
revised: 2026-06-11
expires: 2026-12-13
retires:
  - "A longitudinal study showing heavy consumers of technical content outperform matched peers on blind, time-boxed debugging tasks."
  - "Evidence the effect is generational rather than structural, appearing at equal rate in cohorts who entered the field before ranked feeds existed."
  - "A large publisher of technical content disclosing what fraction of the architectures it demonstrated reached production and survived twelve months, where that fraction is high."
license: https://creativecommons.org/licenses/by/4.0/
---

**A pilot logs hours. A surgeon logs procedures. We log tabs.**

Somewhere in the last decade this industry discovered that watching a competent person
work is more pleasurable than being one, and, more importantly, that from the inside the
two feel nearly identical. A twelve minute video of someone untangling a difficult module
ends in the same warm, settled feeling as having untangled it yourself. That is not a
defect in you. It is the business model of the medium, and it works because it is pointed
at something real: the pleasure of watching craft is one of the oldest pleasures there is.

Notice what a demo is engineered to remove. There is no data migration. There is no
colleague who left in 2019 carrying the only working mental model of the billing service.
There is no compliance officer, no partial failure, no clock skew, no forty page
procurement questionnaire asking whether the vector store is FIPS validated. A demo is a
jet engine bench tested at sea level and sold as a mountain crossing. Everyone involved
knows this. Nobody is lying. The removal is what makes it watchable.

## 2. Why the numbers look fine

We have more available knowledge per practitioner than at any point in this industry's
history, and a persistent, widely reported sense among practitioners that they are behind.
Those two facts are not in tension. They are the same fact. The supply of things that
resemble learning has outgrown the hours in which learning can actually occur, and the
surplus has to go somewhere. It goes into the feeling.

Sections 3 to 7 continue: who absorbs the cost, what survives contact with production, and
a remedy that is not "log off". Those sections are not yet migrated from the prototype.

## 3. The strongest objection, unanswered

**Apprenticeship.** All pedagogy involves watching. The apprentice watches the master, and
this has worked for several thousand years. I do not yet have a clean line between
apprenticeship and spectatorship, and until I do, this paper is weaker than its prose
sounds. The distinction I am reaching for involves the presence of a feedback loop with
consequences attached, but I cannot yet state it in a way that survives a determined
counterexample. This objection is the entire reason confidence sits at 0.80 rather than 0.90.