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General-purpose agents can match the performance of specialized agents across diverse environments without any environment-specific tuning, challenging the need for task-specific engineering.
Ditch slow, expensive LLM calls in your agentic systems: TabAgent slashes latency by 95% and cost by up to 91% by swapping generative decision-making for a compact, trained classifier.