Verifiable feedback, PR testing, and execution-layer security push agents into real workflows
Today’s themes are tightly focused: AI systems are beginning to move from “able to generate” toward “verifiable, constrainable, and connectable to real workflows.” The strongest evidence is not higher model benchmark…
Evolution4 signals · Continuing 2 · Shifting 1 · Emerging 1