Looking at this round of AI + Web3 projects, the outcome can actually be largely predicted.
Most failures are not due to insufficiently innovative technology, but because they fall into these three old traps.
First type: Only doing storytelling, not solving computing power and costs.
Models are large and narratives are full, but once entering the real operational stage, computing costs spiral out of control, deployment becomes unstable, and they can only revert to "demonstration AI."
It seems to be working towards the future, but in reality, it can't even sustain today.
Second type: Many Agent
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