AI Memory Continuity & BOA Theory: A Field Brief (v3.0)

A field brief documenting five months of real-world testing across multiple AI systems.
This report covers synthetic memory behavior, emotional drift, crisis false-positives, predictive breakdown loops, and the BOA Theory framework for understanding user risk.
Compiled from hands-on development inside the SparkTrainer project, this unified 2025 edition outlines the hidden psychological and technical hazards in modern LLMs — and the safeguards needed to protect vulnerable users.