Quoting Jakub Pachocki

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By Vane September 7, 2026 1 min read

Jakub Pachocki, Chief Scientist at OpenAI, states that the strongest argument for training much smarter models quickly is the need to build defensive systems against the dangers posed by other AI. He argues that humanity will require powerful, aligned AI to secure infrastructure, protect against rogue agents in real time, and invent entirely new protective measures. This work will form a primary focus of OpenAI’s deployment efforts. Pachocki acknowledges the uncertainty surrounding anticipated broad AI progress but insists that this must not become an excuse for recklessness. He describes the idea of racing forward at all costs as absurd once one internalises the seriousness of the stakes.

The statement highlights a strategic tension between accelerating model development and maintaining safety controls. OpenAI plans to deploy advanced systems specifically to counter potential threats from rival artificial intelligence rather than solely for commercial advantage. This approach treats defensive capabilities as a necessary countermeasure in an environment where other entities may deploy unaligned or hostile systems.

* Defensive AI will secure critical infrastructure against automated attacks
* Real-time protection against rogue agents is a stated priority
* Training speed must not override the seriousness of existential risks

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