A £250 dispute is rarely worth a £10,000 mediator. A small business cannot hire a strategy department. A teacher cannot give thirty children an hour of individual attention each day. Much of our world is organized around things we know how to do but cannot afford to provide. AI could redraw that boundary. Moving from systems that answer questions to agents that carry out work opens possibilities far beyond making existing businesses more efficient. Bryce Goodman explores the needs we have learned to leave unmet, the markets that could form around them and the choices that determine who benefits. The opportunity begins with a question: what would you offer if the expertise it required were no longer the expensive part?
Key Takeaways:
We built organizations on the assumption that anything capable of exercising judgment would be a person. AI agents challenge that assumption. They can be given objectives, access to systems and permission to act, which makes their deployment a question of authority as much as technology. Who can commit the organization to a decision? When should an agent ask for help? Who notices when it pursues the wrong goal exceptionally well? Bryce Goodman explores the emerging organisation in which people and software share the work, but responsibility cannot be shared so easily. Through the lens of delegation, trust and power, he shows why the arrival of AI agents demands a fresh look at what management is for.
Key Takeaways:
Imagine an AI that does exactly what your organization rewards. It maximizes engagement, cuts costs, hits every target and makes the business worse. The problem begins with a familiar gap: the difference between what we can measure and what we actually value. AI makes that gap harder to ignore because it gives organizations greater power to pursue whatever they specify. Bryce Goodman argues that introducing AI can expose the unresolved questions at the heart of leadership: what success means, which trade-offs are acceptable and who has the authority to choose. Drawing on philosophy and practical AI strategy, he shows how those uncomfortable moments can become the most valuable part of transformation.
Key Takeaways:
An apprentice learns by doing work an expert could finish faster. A leader develops judgment by making decisions before the outcome is known. A writer discovers what they think through the effort of putting it into words. AI offers to remove much of that effort. But some of the work it removes is also how we become capable. Bryce Goodman explores a paradox at the heart of the AI age: we may gain access to extraordinary intelligence while weakening our ability to judge its results. What should we continue learning, practising and doing ourselves? This talk examines how businesses and individuals can benefit from AI while preserving the expertise, independence and curiosity needed to direct it.
Key Takeaways:
The places where AI could create the greatest value are often the places where we are least comfortable letting it act. A missed diagnosis, a disrupted supply chain or a flawed investment decision can carry enormous costs. But so can delay, scarce expertise and leaving an overwhelmed person to decide alone. Drawing on experience bringing AI into consequential settings, Bryce Goodman explores how organizations can move beyond the choice between trusting machines and keeping humans in charge. The challenge is to design a decision process that performs better than either could alone. This talk examines how to judge whether AI is good enough, give it useful authority and build the evidence needed to expand its role.
Key Takeaways:
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