The AI adoption gap: enterprise LLM restrictions won't lift until security risks are mitigated

annetgriffin · x · 2026-10-28

annetgriffin points to a gap between "AI is going to change all these companies' workflows!" and "after last week, we all need to get more serious about security." She's optimistic, but says bridging that gap will take substantial work.

Her key observation: many companies won't lift their internal restrictions around LLM capabilities until they feel more of the security risks are mitigated — meaning enterprise AI adoption speed is increasingly bounded by security maturity rather than model capability.

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