Black Forest Labs

Self-supervised learning for multimodal models without external supervision is genuinely interesting because most AI labs are still dependent on massive labeled datasets. Self-Flow bypasses that dependency by training on raw data structure — if the results hold up, this could be significant for companies that can't afford expensive annotation pipelines.