Scope of Investigation
This node explores the predictive processing framework of Karl Friston and Andy Clark, analyzing the brain as a prediction engine that constructs experience through top-down expectations.
01
Controlled Hallucination
Perception is not a passive reading of sensory inputs. Instead, the brain generates top-down expectations (predictions) and only registers the sensory errors (prediction errors).
Our daily experience is a controlled simulation, corrected by sensory inputs.
02
The Free Energy Principle
Karl Friston's mathematical formulation: all self-organizing systems act to minimize free energy (which translates to minimizing surprise or prediction error) to maintain structural integrity and survive.
03
Precision Weighting & Attention
The brain balances its predictions against raw sensory data through precision weighting.
Attention is the adjustment of sensory signal volume (precision), deciding whether to prioritize top-down expectations or bottom-up sensory errors.