The Capability Overhang Breaks: Industry Insiders Say AI Agents Are Finally Working in Production

Box CEO Aaron Levie, venture capitalists, and developers are converging on the same observation: the gap between what current AI models can do and what enterprises have actually deployed is enormous — and 2026 is the year it closes.

A chorus of voices from across the AI industry is coalescing around a specific claim: AI agents have quietly crossed a capability threshold, and most organizations haven't realized it yet. Box CEO Aaron Levie put it most directly, as @levie wrote in a post that went viral: "The capability overhang right now in AI is pretty massive... This is what 2026 will be about."

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