Tesla is under pressure to deliver on its ambitious promises for robotaxis and its humanoid robot, Optimus, by 2026. CEO Elon Musk has linked these products to the company's valuation and his own pay package, raising stakes for the AI department. With tight margins and talent churn, the team must bridge the gap between current capabilities and future goals.