A 20% share price jump in June fueled Nebius Group as investors bet on its AI cloud infrastructure. The rally reversed in July, reflecting high volatility in the specialized compute market. This swing highlights the precarious nature of funding GPU clusters. Practitioners should monitor these valuation shifts for signs of infrastructure overcapacity.