Part I: The Origin of AIFC
4. The Third Pain: Long Files Discourage Small Corrections
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A very human problem followed.
Even when a small mistake was visible, correcting it felt expensive.
Not because the correction was difficult.
But because the file was long.
To correct one sentence, the user had to:
- reopen the file,
- find the place,
- understand the surrounding context,
- decide whether the change affected other sections,
- formulate a better version,
- edit carefully,
- preserve consistency,
- avoid breaking the structure.
That was too much friction.
So small errors remained.
Small errors accumulated.
The source of truth slowly degraded.
This produced another important insight:
Knowledge maintenance fails when small corrections feel too expensive.
A good AI-first knowledge system cannot assume that humans will manually edit long files with perfect discipline.
It must help humans maintain knowledge in small, low-friction units.
This became one of the early roots of the Human Cockpit idea.