# openai 467

Published articles for openai 467.

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## How organizations can prepare for sudden jumps in AI capability

DevFeed: [How organizations can prepare for sudden jumps in AI capability](<https://devfeed.tech/articles/quoting-joedaroo-61430.md>)

Original publisher: [Read original article](<https://simonwillison.net/2026/Sep/28/joedaroo/>)

Author: Simon Willison

Published: 2026-09-28T19:11:42Z

Content type: opinion

Language: en

Sources: [Simon Willison's Weblog](<https://devfeed.tech/sources/simon-willison-s-weblog.md>)

Topics: [LLM security](<https://devfeed.tech/topics/llm-security.md>), [Security research](<https://devfeed.tech/topics/security-research.md>), [engineering-leadership](<https://devfeed.tech/topics/engineering-leadership.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-2-254](<https://devfeed.tech/tags/ai-2-254.md>), [ai-security](<https://devfeed.tech/tags/ai-security.md>), [ai-security-research](<https://devfeed.tech/tags/ai-security-research.md>), [ai-security-research-44](<https://devfeed.tech/tags/ai-security-research-44.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [generative-ai-1-998](<https://devfeed.tech/tags/generative-ai-1-998.md>), [identity](<https://devfeed.tech/tags/identity.md>), [incident-response](<https://devfeed.tech/tags/incident-response.md>), [llms](<https://devfeed.tech/tags/llms.md>), [llms-1-965](<https://devfeed.tech/tags/llms-1-965.md>), [messaging](<https://devfeed.tech/tags/messaging.md>), [openai](<https://devfeed.tech/tags/openai.md>), [openai-467](<https://devfeed.tech/tags/openai-467.md>), [security](<https://devfeed.tech/tags/security.md>), [teams](<https://devfeed.tech/tags/teams.md>)

### AI overview

The quoted passage describes how sudden advances in AI capabilities related to cyber incidents can challenge organizations. It argues that security posture depends on hardening systems and building security into company culture, and asks whether people, systems, processes, incident response, communications, and teams are prepared for unexpected capability changes.

### Source excerpt

To say that we were surprised at the jump and suddenness of the capabilities of our models when it came to "cyber" or "swarming" or "message boards" or anything else related to the incidents is an understatement. Security posture takes time to develop. It's not just about hardening the systems at play; you have to ingrain it in the culture of the company. The literal people themselves in your organization have to change and evolve with it. These jumps in capabilities were so fast and so sudden that they created an extremely difficult problem. [...] So today my hope is that everyone around the world can look at their own organization and say: how can I deal with a surprise or a sudden jump in AI capability? Are my people, my systems, or my processes resilient to surprises? Do my teams know what to do when something goes wrong? Do I have the right incident response? The right comms and messaging? Do I have the right people ready to go when capabilities jump? -- @joedaroo, Agent Security at OpenAI, identity confirmed by The Information's Rocket Drew Tags: generative-ai, ai-security-research, openai, ai, llms