Video by Open Data Science and AI Conference via YouTube
How can we build more powerful AI systems without pushing intelligence beyond safe and controllable boundaries?
In this ODSC AI East 2026 keynote, David Campbell, Head of AI Security at Scale AI, introduces Domain-Limited General Intelligence, a practical framework for developing AI systems that can generalize within defined limits while reducing the risks of unbounded autonomy.
Drawing on his experience in AI red teaming, operational AI risk, and national-scale resilience, David explores why current safety practices must evolve as AI capabilities accelerate. The session examines emergent behavior, misaligned optimization, adversarial pressure, and how domain-limited systems can help contain failures before they scale.
Watch to learn how practitioners, leaders, and researchers can advance AI capabilities with greater control, predictability, and trust.
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