AI Engineering
Mar 16, 2026 · Artificial Intelligence
Does Synthetic Data Have a Future? Evidence‑Based Conclusions
A detailed investigation of two public programming‑training datasets shows that AI‑only synthetic data suffers from severe quality issues, and even AI‑plus‑expert review yields only about ten percent usable examples, proving that high‑quality training data still requires domain experts and rigorous quality‑control processes.
AI trainingSynthetic Datadata labeling
0 likes · 16 min read