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Google DeepMind’s Ayoub says companies can fence AI in, like banks did

Kareem Ayoub told HumanX that companies can't fully govern AI but can build a fixed fence around it. He was also asked about morale at Google DeepMind.

Tarun Mottlia

Via TNW | Google

·Excerpt
Google DeepMind’s Ayoub says companies can fence AI in, like banks did
Image: Google DeepMind’s Kareem Ayoub at HumanX in Amsterdam, 23 September 2026.

Companies cannot fully govern AI systems, but they can build a fixed fence around them, Google DeepMind’s Kareem Ayoub said. He pointed to banks in the late 1980s and early 1990s. They put trading algorithms inside fixed rules they could check.

Ayoub, DeepMind’s vice president of AI technical strategy, spoke to Bloomberg’s Tom Mackenzie on Wednesday at HumanX in Amsterdam. He said the safety debate comes down to a tension between exponential capability and linear governance.

“You may not be…

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