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CLS MNC Nov 26

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Machines Inherit Culture: What Are You Actually Scaling?

16 Nov 2026
  • AI agents inherit the habits of the team that built it - are yours worth scaling?
  • Machines don't have bad judgement, they have your judgement, just faster. Where does the real risk sit?
  • How do you develop a culture that makes secure behaviour, whether human or machine, the default, not the exception?