3+ hour, 31+ min ago  (1481+ words) Summarize this article with AI More training data does not reliably improve a model – fixing class imbalance does. In one study, a 3,472-example dataset that gave every category enough examples beat a 12,000-example dataset by nearly 10 macro-F1 points. The practical…...

4+ week, 3+ hour ago  (198+ words) A global enterprise replaced manual licence reviews and multi-day software approvals with a fully automated, AI-governed pipeline, resulting in zero compliance gaps. Reviews were memory-dependent with no structured criteria, no documentation, and no record of what was checked or decided....