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Engineering and GTM-ops teams can now wire AI straight into their own workflows: implementation, security questionnaires, incident response, change management, access reviews. The trap is vibe-coded automation with no change-control, which fails the first SOC 2 audit. AI drafts and assembles; a human still approves every production change and control sign-off.

Seventeen quotes on artificial intelligence from Sam Altman, Dario Amodei, Kate Crawford, Andrew Ng and 9 other builders, critics and realists. What AI actually changes for workflows, automation and process design. Not cheerleading or doom. Practical reality from people who build it and study it.

Bill Gates said automation applied to an inefficient operation magnifies the inefficiency. Gartner predicts over 40% of agentic AI projects will be canceled by 2027. These quotes from builders separate hype from reality.