June 2026 marks a turning point in AI — the era of racing to build the biggest model is ending, and the race to ship real products is just beginning. Three mega-trends are reshaping how AI actually gets used: the chip market's violent correction, the shift from breakthroughs to deployment, and the rise of small, elite teams doing better work than massive R&D labs.