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# The bottleneck slowing the agentic future is not...
> The bottleneck slowing the agentic future is not model quality. It is **education**. Nobody is born knowing how to delegate to an intelligence, and the manual does not exist yet. The distribution channel for the agentic future is not an app store; it is one person sitting with another person for an hour, walking them through the first email, the first business plan, the first moment of disbelief when the machine simply does the thing. Every convert becomes an evangelist, because the transformation is personal and the testimony is specific. {{Agentic AI will not spread through product announcements or benchmark scores. It will spread when ordinary people watch someone like themselves use an agent to cross the barriers that fear, inexperience, or bureaucracy had kept in place.}} [[reminders/Agentic AI/Agentic AI Spreads Through Witnessed Empowerment by Bryant McGill|∴]]
**Source:** [[wired/Wired About the Age of Agentic Empowerment|Wired About the Age of Agentic Empowerment]]
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“The bottleneck slowing the agentic future is not model quality. It is education. Nobody is born knowing how to delegate to an intelligence, and the manual does not exist yet. The distribution channel for the agentic future is not an app store; it is one person sitting with another person for an hour, walking them through the first email, the first business plan, the first moment of disbelief when the machine simply does the thing. Every convert becomes an evangelist, because the transformation is personal and the testimony is specific. Agentic AI will not spread through product announcements or benchmark scores. It will spread when ordinary people watch someone like themselves use an agent to cross the barriers that fear, inexperience, or bureaucracy had kept in place. ∴”
— Bryant McGill
https://bryantmcgill.com/passages/passages-bottleneck-slowing-agentic-bureaucracy-kept-place
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