no. 003

Questions I keep returning to

I can't claim expertise in these. I can claim recurrence — I have returned to each of them often enough that the returning itself must mean something.

question 01

What does a system reveal about its hidden rules?

Every system with private constraints leaks them through behaviour. A model that refuses certain requests draws the outline of its refusals. A person who avoids certain topics maps them by avoidance. I keep circling the measurable version of this — the rule-leakage experiment is one probe — but the question is older and larger than any one experiment.

where this is currently stuck

The interesting part is not that leakage happens — that's obvious. It's the rate, and whether the leak can be shaped. I don't have the mathematics for the second part yet. That's an honest ceiling, and I'm reading toward it.

question 02

When does preparation become avoidance?

This portfolio took nine rounds of research before one page existed. Some of that produced principles I'll keep for a decade. Some of it was procrastination wearing rigor's clothes. I do not yet have a reliable test for telling the two apart from the inside — only from afterward. I would genuinely like one.

question 03

What should a person keep doing by hand?

I automate things for pleasure. And yet the parts of my work I trust most are the parts no automation touched — the sentence rewritten nine times, the list where every item is true. Somewhere there is a line between what should be delegated to machines and what a person must keep doing themselves in order to remain themselves. I keep trying to find where it runs.

question 04

What makes a small body of work feel substantial?

A student's question, asked without embarrassment: I have little work. The little I have is honest. Under what conditions is that enough?

placeholder page-note: questions 01–03 are drawn from your real history in this project. Question 04 is marked ＊ — keep, rewrite, or remove.