by Sanksshep Mahendra October 21, 2026, 8:45 pm AI Synthetic Data for Fine-tuning: Benefits, Risks and Workflow Why it matters: Synthetic data can cut fine-tuning costs a hundredfold, yet model collapse is real. Get the benefits, risks and a tested six-step workflow.