Library / First Principles Framework (FPF) - Core Conceptual Specification
Jump to passage
In this reading

Link to current text

Published source confirmed at last check

Source changed 2026-10-03 11:52:20 UTC · snapshot created 2026-10-03 11:53:41 UTC · last check 2026-10-03 11:53:28 UTC

A.15.11:3 - Forces

NeedDifficulty
Reach the work before a query existsThe person who would benefit may not see a reason to search.
Show applicabilityA shared word or resemblance can hide different conditions.
Preserve the encompassing taskA locally attractive improvement can displace more valuable work.
Support learningGiving the answer can help this attempt without developing later use.
Keep attention availableRecognizing and dismissing advice also costs effort.
Respect different performersA human, an organization and an AI system need different arrangements and learning methods.