Studies of LLMs keep looking at the (very real) failures of LLMs working out-of-the-box in complex use cases. I am always surprised that naked LLMs can get so far as generalist systems But if you want to really make an agent handle a complex workflow, you can often figure it out
Making LLMs Work: Beyond Out-of-the-Box Limitations
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