Three exchanges are racing to let companies hedge the cost of AI the same way airlines hedge jet fuel — Shanghai is designing token futures, CME is listing GPU rental derivatives, and ICE has announced contracts on live GPU spot prices. Meanwhile, memory chip manufacturers joined Anthropic's $965 billion round as strategic infrastructure partners, Mistral confirmed custom chip design ambitions, and Samsung may extend its investment to foundry manufacturing. The supply chain that used to sell picks and shovels is buying stakes in the mines.