Everyone keeps debating whether bigger general models will win, but the more practical question is whether broad intelligence is even the right architecture for real-world work.

@OpenLedger is making a more interesting bet: not “more AI,” but specialized AI infrastructure where domain-specific models can be built, refined, and deployed with transparent coordination instead of black-box abstraction.

General intelligence sounds powerful.
Specialized intelligence sounds useful.

If AI infrastructure shifts toward purpose-built systems instead of endlessly scaling generic models, value creation may move with it.

Does AI’s future belong to giant universal models or narrower systems that solve specific problems better?


🔘 Universal AI
🔘 Specialized AI

@OpenLedger #OpenLedger

Universal AI
Specialized AI
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