Hundreds of billions of dollars in planned investments from Samsung Electronics and SK Hynix are flooding the chip market. This massive capacity buildout targets the AI boom's demand for high-bandwidth memory. However, the scale of the gamble risks a severe market correction if enterprise spending slows. Hardware providers now face a precarious supply-demand cliff.