South Korea is pouring record money into chips and AI, but the cash is mostly flowing to big players and foreign equipment makers — bad news for Korean small firms, and a quiet endorsement of how Taiwan does it.

• Samsung and SK Hynix are riding the AI chip boom, and Korean conglomerates have lined up three huge investment plans — chips, AI data centers, and physical AI — worth about NT$36 trillion combined.
• The problem is the money isn't trickling down: much of the equipment and process spending goes to foreign firms, while capable Korean small companies get stuck without funding or a way to prove their gear works at scale.
• At the Yongin chip cluster alone, all four global equipment giants — ASML, Applied Materials, Lam Research, and Tokyo Electron — have set up shop and are expected to win most of the tool orders.
• Even Korean suppliers that break in usually land as second- or third-tier vendors, because one faulty machine can cost a chipmaker a fortune, so trust is hard to earn.
• Korean coverage points to Taiwan as the model: a TSMC-centered ecosystem plus ITRI, with 6,500 researchers and a big budget, acting as a testing ground and licensing chip designs to local startups to cut their upfront risk.

Outlook: Korean industry voices are pushing for better state funding and testing support, or promising small firms will die during the long validation grind while the giants keep spending.