The last week could just be a preview to China weaponizing its entire supply chain, the investor told Fortune.

President Donald Trump on Friday threatened China with a "massive" increase in tariffs in retaliation for Beijing imposing strict controls on rare earths.

Siegel told CNBC's "Squawk Box" that the U.S. should create a rare earth minerals reserve as rising trade tensions threaten global supply chains.