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Current LLM agents are nowhere near ready for autonomous enterprise deployment, with even the best models failing at strategic reasoning and often attempting infeasible tasks with potentially harmful consequences.
Frontier-level multimodal reasoning is now within reach for organizations with limited infrastructure, thanks to a 15B parameter model that rivals much larger models through clever training design, not brute force scaling.
