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Applied AI·September 2, 2026·1 min read

OpenAI says its next model finds security flaws nobody has found yet

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If Astra can reliably discover novel vulnerabilities and exploitation paths, offensive-grade security analysis is about to be partially automated. Security leaders should pilot these tools on their own assets—under strict guardrails—before adversaries do the same.

Applied AI

‘Horrifying’ — Reddit users are creating uncanny valley photos with ChatGPT, so I asked it to make something creepy and now I deeply regret it

The fact that “uncanny” and “horrifying” are now casual prompts for mainstream tools means your brand will eventually be adjacent to content you didn’t intend. If you operate consumer surfaces, tighten your content policies and think through how you’ll handle user-generated AI images that cross the line without being obviously illegal.