The SEIR Loop Part Four A Reverse-Engineering Model of Psychological Suffering and Adaptation Bridging the Predictive Mind and the Biological Body Kaveh Dimitri Salahi A Priority Arts Document
Description
This paper presents the SEIR loop — Sensation/Experience, Encoding, Interpretation, and Response — as a unifying model of psychological suffering and adaptation. Rather than treating psychiatric symptoms as primary phenomena, the SEIR framework proposes reverse-engineering each clinical presentation into the self-reinforcing predictive loop capable of generating it. The model integrates two central claims. First, the mind is a predictive system that continuously transforms experience into interpretation and, in turn, into biological preparation. Second, physiology is not merely a downstream output of interpretation but an active source of evidence that feeds back into it, so that the body becomes part of the very system that shapes future thought, emotion, and behaviour. Applied across mood, anxiety, trauma, psychotic, developmental, and somatic conditions, SEIR reframes disorder not as a discrete category of failure but as a loop that has grown rigid, self-confirming, and resistant to correction. The therapeutic aim accordingly shifts toward identifying the prediction the system is protecting and the evidence required for it to update safely. The Reverse-Engineering Principle Traditional psychiatric classification typically begins with an external presentation: a person is depressed, is anxious, experiences hallucinations, or develops compulsions. Diagnosis proceeds by matching observable signs to descriptive categories. The SEIR framework proposes reversing the direction of analysis. Instead of asking, "What symptom does this person have?" it asks, "What predictive loop could generate this symptom?" Under this reading, a symptom is never the disorder itself; it is the visible output of a deeper information-processing pathway that has become self-sustaining. The proposed sequence unfolds through a recurring chain, closing upon itself: Initial Experience ↓ Experience Encoding ↓ Interpretation Pattern ↓ Physiological Activation ↓ Behavioral Response ↓ New Experience ↓ Strengthened Encoding ↓ Self-reinforcing Loop Figure 1. The core SEIR sequence. The disorder, in this account, is not the symptom but the loop — and the symptom is simply the point at which the loop becomes visible to an observer.