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University of Melbourne
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Subterranean agents—LLMs with agentic workflows compiled directly into their weights—can match the performance of state-of-the-art orchestration frameworks while slashing costs by two orders of magnitude.
Agent orchestration frameworks might be overkill: simply including the entire procedure in the system prompt yields better performance on procedural tasks.