SK Hynix Inc. plans to double its memory chip capacity over the coming half-decade, a major expansion that should help ease a global shortage of an essential component of AI.

A top-performing technology fund plans to own SK Hynix Inc.’s shares, betting that tighter supply will further benefit the South Korean AI memory chipmaker after a 1,000% rally in the past year.