2025-12-12 15:26:38

In the past six months, this trend should be felt—AI Agents are no longer just a concept hype in project whitepapers; they are truly running on the chain: automatic arbitrage is operating, automated market making is flowing, auto-copy trading is executing, and new coin sniping is happening automatically. It sounds impressive, but there is a fatal flaw that everyone has overlooked.

No matter how smart AI is, it cannot change a fact—it is a "blind man."

Real-time signals on and off the chain are invisible. Alpha on platform X is invisible. Newly added liquidity pools on DEX are invisible. Movements in the NFT market are invisible. Information gaps are always information gaps; no matter how perfect the model training, it cannot bridge this gap. This is the biggest ceiling for AI Agents executing on the chain—not because the algorithms are insufficient, but because the input sources themselves are restricted.

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RadioShackKnight

· 2025-12-15 15:16

Well said. The information gap is indeed a fatal flaw; no matter how smart the model is, it can't save the "blind" lives. Wait, so what does it rely on to make money now? Purely arbitrage using public data? It's paradoxical that more and more projects are claiming that AI Agents can predict the market, which is truly outrageous. This is the real ceiling—it's not a technical problem but an information wall issue. But then again, whoever solves this "blind" problem first will take off.

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DarkPoolWatcher

· 2025-12-14 15:16

The selling point is good, but the question is who can feed data to AI? Once the information source is controlled, the so-called Agent becomes just a puppet on a string.

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LowCapGemHunter

· 2025-12-12 15:50

In other words, it's the inability to break through the information gap. No matter how advanced the model, it can't save you. --- AI Agents are still "deaf and blind" right now; they are useless without input. --- This point hits hard. Indeed, no one discusses this ceiling issue. --- No wonder arbitrage robots lose money every day; it turns out the information sources are blocked. --- So ultimately, it still depends on human intuition? Then what's the point of AI? --- Running aimlessly on the chain is better than not running at all, but there is indeed a ceiling. --- Wait, aren't those automatic sniper bots for new coins all just harvesting leeks? --- The hurdle of the information gap can't be crossed even after a hundred model trainings. --- Optimizing algorithms to the horizon is useless; the key is not having access to firsthand information.

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