# Your AI agent is only as good as your endpoint data

Source: [www.theregister.com - Articles](https://www.theregister.com/ai-and-ml/2026/11/12/partner-content-your-ai-agent-is-only-as-good-as-your-endpoint-data/5308469) · 2026-11-12 · Industry
Page: https://themorning.dev/story/your-ai-agent-is-only-as-good-as-your-endpoint-data-9583c6c563100470

Every so often a flaw comes along that shows how fast the ground can shift under IT and security teams. PHP2Shell, a pair of critical flaws in PHP, was one of them. Details leaked before the planned disclosure, frontier AI helped researchers find the flaws, and PHP shipped fixes…

## Coverage

- [Your AI agent is only as good as your endpoint data](https://www.theregister.com/ai-and-ml/2026/11/12/partner-content-your-ai-agent-is-only-as-good-as-your-endpoint-data/5308469) — www.theregister.com - Articles, 2026-11-12

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