Most teams training or fine-tuning a language model hit the same wall at the same point. The open corpora are exhausted. The scraped material is legally ambiguous. And the thing the model is worst at — Gulf dialect, code review on a real repository, clinical reasoning, screenplay structure — is exactly what no public dataset […]

