Antoine Buteau

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Lessons from Pushmeet Kohli

Pushmeet Kohli leads Google DeepMind teams applying machine learning to biology, mathematics, and physics. Treating AI robustness like structural engineering, he emphasizes selecting high-impact problems, verifying neural networks, and advancing scientific capability alongside reliability.

Lessons from Zoubin Ghahramani

Zoubin Ghahramani is a Bayesian machine-learning researcher known for the Automatic Statistician and decades spent formalizing uncertainty. His central demand is mathematical honesty about what systems do not know as probability and complex modeling move into practice.

Lessons from Oren Etzioni

Oren Etzioni is a computer scientist and founding CEO of the Allen Institute for AI who builds practical tools, from Semantic Scholar to TrueMedia.org. His pragmatic lens separates model limits from urgent problems of bias, deepfakes, and disinformation.

Lessons from Amancio Ortega

Amancio Ortega built Inditex and Zara by replacing seasonal prediction with speed, customer data, and attention to logistics and supply chains. His operating lesson is simple: listening to the shop floor can outperform guessing trends in the boardroom.

Lessons from Bill Simmons

Bill Simmons built a media company by writing as an obsessed sports fan, mixing basketball history, movie analogies, and Boston anxiety into a conversational style. His perspective examines why sports matter, how greatness is judged, and media’s realities.

Lessons from Koray Kavukcuoglu

Koray Kavukcuoglu is Google’s Chief AI Architect and Google DeepMind’s CTO, connecting Deep Q-Networks and WaveNet to large-scale product engineering. His perspective links world models, team dynamics, and the architecture required for artificial general intelligence.

Lessons from Dawn Song

Dawn Song is a UC Berkeley computer science professor and Oasis Labs founder studying security, machine learning, and privacy, with particular attention to adversarial AI, confidential computing, and systems designed to protect data while it is being used.

Lessons from John D. Rockefeller

John D. Rockefeller built Standard Oil through rigorous cost control, efficiency, and data, then devoted his later decades to organized charity; his example connects disciplined daily work and long-range planning with strategy, money, and industrial scale.

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