Most “AI trading alpha” stories you see on Crypto Twitter are either heavily cherry-picked or outright fake.
The real picture is more interesting: prediction markets like Polymarket are growing fast, AI agents are already executing thousands of real trades, and yes, some of them are profitable. But when you test frontier models in real markets without infra, edge, or execution systems, they mostly lose money.
The takeaway isn’t “AI beats humans.” It’s this: execution speed, data advantage, and risk control matter far more than prediction ability alone.
We’re not in a world where agents print money. We’re in a world where they expose how hard it actually is to trade well.
And that gap between hype and reality is where most people still get trapped.