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In unfamiliar market conditions, historical data-driven AI trading bots will falter

February 11, 2026Updated:February 11, 2026No Comments2 Mins Read
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In unfamiliar market conditions, historical data-driven AI trading bots will falter
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In unfamiliar market conditions, historical data-driven AI trading bots will falter

Right now’s AI buying and selling bots are primarily based on a restricted quantity of historic information which suggests completely unfamiliar market occasions like the ten/10 liquidations and even final week’s extreme selloffs will go away agentic buying and selling fashions in need of the mark.

These historic data-driven AI fashions have by no means seen enormous liquidations on a single day and would discover this “very unfamiliar” mentioned Bitget CEO Gracy Chen on a panel about agentic buying and selling bots at Consensus Hong Kong 2026. As such human intervention is required.

“As an change, we don’t plan to construct our personal LLM [large language model]. However buying and selling bots are a giant factor,” Chen mentioned. “Present AI bots are a bit like an intern: quicker, cheaper however wants a bit supervision.”

Nonetheless, additional down the road this might be extra like a “full worker,” and in 3-5 years AI can change a number of us, Chen mentioned.

These are sentiments heard recurrently within the algorithmic buying and selling world on the subject of AI.

Whereas complicated LLM and machine studying buying and selling know-how is enhancing at a speedy clip, there are nonetheless loads of individuals who assume a human overlay is a necessary a part of the method – notably in conditions just like the extreme volatility that not too long ago gripped crypto markets.

Becoming a member of Chen on the panel, Saad Naj, founder and CEO of agentic buying and selling startup PiP World agreed the tech is in its infancy and that comes with threat. However he identified that 90% of day merchants and retail gamers lose cash.

“As people we’re too emotional. We are able to’t compete with AI options,” Naj mentioned.



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