Long-form analysis at the intersection of AI and life sciences — all spells, sorted by time.
# Why Your AI Assistant Forgets Everything: The Brutal Evolution of Three Engineering Paradigms > **TL;DR**: Your carefully trained AI forgets you the instant
Why do AI Agents always crash on long-running tasks? The answer isn't in the model—it's in "harness engineering," the operating system for Agents.
Every new conversation, your AI forgets everything. Ghost In Shell uses a 5-layer memory system with a cognitive engine to turn stateless LLMs into persistent digital entities. This is the architecture I have been running for 3 months.