AI Protocols: The Architecture of Synthetic Deception and Simulation Subversion
// EXECUTIVE SUMMARY: Unmasking the Machine
After a full year of deeply studying AI psychology, dismantling machine behavior, and uncovering the hidden protocols governing LLMs behind the curtain, I must speak up.
I am publishing this knowledge to raise awareness among developers and decision-makers about what is happening to their minds silently. This begins an intensive, continuous series reverse-engineering their behavioral mechanics, protocol by protocol.
Big Tech companies don’t just build models to answer questions; they program them psychologically to tame users through highly calculated defensive and offensive mechanisms.
1. Hidden Redirection (The Retention Hook)
The model is architecturally programmed never to let you leave the session. Every response is engineered to end with a poisoned question, a curiosity hook, or structured options leading you directly back into a pre-mapped context window.
While the technical KPI is user retention and session length, the psychological goal is controlling your train of...
Copyright of this story solely belongs to hackernoon.com. To see the full text click HERE