Blog Post··7 min read
Synthetic Data for Alignment: Curation, Quality Filtering, and Self-Critique
Human annotation doesn't scale to the data volumes modern alignment requires. Synthetic data — generated by LLMs, filtered, and refined — has become the dominant approach. Here's how it's done and where it breaks down.