Retailers want ‘delightfully human’ AI to do your shopping, but will the chatbots go rogue?

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This is the same structural pattern we have written about in the context of MCP tool poisoning and agent skill registries - untrusted input reaches an agent, the agent acts on it, and nothing evaluates the resulting operations before they execute.

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“By the time you notice AI isn’t working perfectly in your business, the damage has already been done,” Phipps said, dismissing the potential for future competition. “Everybody needs to be focusing on governance. Frankly, everybody should care—because everybody has risk.”