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AI in the Real World, Not the Demo

Most conversations about AI focus on what it can do in a controlled setting. This one doesn't. Callum Sharrock spends his days deploying AI systems in real environments, watching them succeed and fail in ways no simulation predicted, and reporting what he finds. His conclusion? The trend line is steeper than most people realize, and snapshot thinking is getting a lot of organizations into trouble.

Peter Maddison and Dave Sharrock dig into why reliability, not capability, is the real adoption bottleneck right now. They talk through what happens when non-deterministic models get applied to…

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