Recently, the AI sector in the market has exploded, with two forces simultaneously gaining momentum. On one side, policy directives have clarified that artificial intelligence will be fully integrated into the education system, which means that AI+Education, AI+Healthcare, AI+Media and other niche tracks are all on the rise, backed by policy support.
On the other side, the industry is even more frantic—Meta has invested billions of dollars to acquire the domestic AI startup Manus, which is enough to show that the entire industry has entered a true competition phase. The giants are desperately pouring money to secure their positions.
There is a very important detail that many people haven't noticed: it seems that application development is booming, but the real money often flows upstream to hardware. CPO, PCB, liquid cooling equipment, optical chips—these directly support AI computing power—are the true targets of institutional funding. Why? Because the demand for these items is rigid and essential. If AI continues to explode in 2026, the certainty in hardware will far surpass the opportunities at the application level. This is a key investment logic to remember.
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RugDocDetective
· 10h ago
Hardware is the real gold and silver; the application layer's glamorous appearance is all a bubble. This time, I've seen through it.
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RektDetective
· 10h ago
Hardware is the real ATM; all those tricks at the application layer are just superficial... Chips and liquid cooling are truly bottlenecks that can't be bought even with money.
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notSatoshi1971
· 10h ago
Hardware is the key; all the fancy tricks at the application layer are just a facade. The real profit lies in the upstream choke points.
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DataPickledFish
· 11h ago
Hardware is the real mine, no matter how beautiful the stories told at the application layer are, they are all虚的. Seeing through this is the key to winning.
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ETHmaxi_NoFilter
· 11h ago
Hardware is the real deal, while the application layer is all stories😂. I am optimistic about liquid cooling and optical chips as foundational infrastructure.
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OnchainDetectiveBing
· 11h ago
Wow, the hardware side has indeed been overlooked. Everyone is talking about the application layer stories, but little do they know, the money has long been flowing into chips.
Recently, the AI sector in the market has exploded, with two forces simultaneously gaining momentum. On one side, policy directives have clarified that artificial intelligence will be fully integrated into the education system, which means that AI+Education, AI+Healthcare, AI+Media and other niche tracks are all on the rise, backed by policy support.
On the other side, the industry is even more frantic—Meta has invested billions of dollars to acquire the domestic AI startup Manus, which is enough to show that the entire industry has entered a true competition phase. The giants are desperately pouring money to secure their positions.
There is a very important detail that many people haven't noticed: it seems that application development is booming, but the real money often flows upstream to hardware. CPO, PCB, liquid cooling equipment, optical chips—these directly support AI computing power—are the true targets of institutional funding. Why? Because the demand for these items is rigid and essential. If AI continues to explode in 2026, the certainty in hardware will far surpass the opportunities at the application level. This is a key investment logic to remember.