En bref: Key takeaways for Semi-Supervised Learning in 2025 Semi-Supervised Learning (SSL) blends a small amount of labeled data with a large pool of unlabeled data to train more capable models while reducing labeling costs. Semi-supervised learning (SSL) sits at a pivotal intersection in modern AI: it leverages the abundance of unlabeled data alongside a …