In 2015, McKinsey acquired QuantumBlack, a London-based data analytics and AI specialist which had established its reputation working with F1 teams. “The New Zealand team wanted an AI that could do dynamic manoeuvres in highly variable environments, but didn’t think this was possible,” says QuantumBlack’s Nic Hohn. “Reinforcement learning really works when you’ve tried everything else.”
The McKinsey team worked with the New Zealand team for ten months during 2019 and 2020. The bots got so good that the human sailors would watch the simulations and pick up tips. “The bot was actually doing things that felt counterintuitive to the sailors,” says Jacomo Corbo, QuantumBlack’s co-founder and chief scientist, “but they’d try them out on the water and they’d actually work.”
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