Code and Conscience: The Logic of Trust

It’s 2026. You’re the CEO of a global bank or the Head of Surgery at a major hospital. An AI system looks at a complex set of volatile market data, or a patient’s decade-long medical history, and gives you a directive. It doesn’t just give you a percentage of probability. It tells you exactly what to do. But here is the catch: If that decision fails, "the machine told me so" won’t hold up in court, in the boardroom, or at a patient’s bedside. For a few years now, we’ve played a game of ‘black box’ roulette, using AI that predicts the future based on the past. But in a world of sudden market shifts and unprecedented global change, the past is no longer a reliable map. We are entering the era of Automated Reasoning. This is the shift from AI that guesses to AI that proves. It’s a market for explainable systems that is set to hit nearly ten billion dollars this year, doubling by 2032. Because today, leaders don’t just need an answer; they need the logic behind it. They need a ‘glass box’ they can trust. Scott Wiltamuth, Director of Software Development for Agentic AI and Automated Reasoning at AWS, alongside Mary Martin, Managing Director and Senior Partner at BCG and Varun Chitkara, Senior Vice President of Global Product & Technology at ADP join host Tom Parker.

Sources: FT Resources

This content is paid for by AWS and is produced in partnership with the Financial Times' Commercial Department. The views and claims expressed are those of the guests alone and have not been independently verified by The Financial Times.

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