Ant Group's Ling-3.1-flash open-source model tested on real office and medical tasks
AIAnt Group's Ling-3.1-flash is an open-source model aimed at completing real workflows rather than leading benchmarks. The author tested it on a Double Eleven e-commerce campaign plan and a medical consultation summary, finding structured, checkable output but occasional drift on long inputs.