READ PRE-SCREENING FIRST. THIS FRAMEWORK IS CONTRAINDICATED FOR MOST READERS.
Your mind is not broken.
It is a prediction engine running outdated firmware.
The Biological Mirror: A Philosophical Framework for Cognitive Architecture
presents a rigorous model of consciousness as a predictive system-and examines
how misaligned predictions generate unnecessary suffering.
From this philosophical foundation emerge executable analytical protocols:
- Resource Topology - reduce conflict to five contest categories
- Ant-Hour Calculus - convert decisions into fractions of remaining life
- Strategic Pattern Recognition - dissolve friction without moralizing
- Emergency Exit Architecture - terminate use if suffering increases
No metaphors.
No affirmations.
No comfort.
This framework is substrate-neutral and morally non-prescriptive.
It will optimize toward whatever goal you supply.
If that sentence makes you uncomfortable, do not proceed.
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