Over the past three years, AI has been proving that it can create truly usable products. But this phase is now accelerating towards its end.
The key moving forward is no longer about flashy demonstrations. The real question is: can AI continuously create value in actual business processes? Can it truly reduce costs and increase efficiency? This is the only standard to determine whether AI has entered a super cycle. From theoretical discussions to practical implementation, this transition is happening faster than anyone expected.
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RebaseVictim
· 7h ago
Cost reduction and efficiency improvement? Ha, it's easy to talk about but hard to implement. Whether it can really be carried out in enterprises is another story.
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HalfIsEmpty
· 7h ago
Honestly, I'm tired of hearing the phrase "cost reduction and efficiency improvement." The key is whether the numbers in the financial reports of major companies will really start to move.
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SmartContractPhobia
· 7h ago
Really, after three years of hype, we're finally going to see the results. I just want to know what actual benefits those big model companies can bring to us small retail investors, or if it's just more of the same old routine of harvesting profits from retail investors.
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tx_or_didn't_happen
· 7h ago
The era of bragging is over; now it's about how much real money can be saved—that's the true path.
The True Arrival of the AI Big Cycle in 2026
Over the past three years, AI has been proving that it can create truly usable products. But this phase is now accelerating towards its end.
The key moving forward is no longer about flashy demonstrations. The real question is: can AI continuously create value in actual business processes? Can it truly reduce costs and increase efficiency? This is the only standard to determine whether AI has entered a super cycle. From theoretical discussions to practical implementation, this transition is happening faster than anyone expected.