#model stability

Stop the Spiral: A Practitioner's Guide to Implementing Human-in-the-Loop to Prevent Model Collapse

Model collapse isn't an inevitability—it's a data hygiene problem. Learn how to implement a rigorous Human-in-the-Loop (HITL) framework that anchors synthetic data to real-world stochasticity and prevents the recursive degradation of AI intelligence.