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Applied AI·September 2, 2026·1 min read

Forward-deployed engineering is how enterprise AI learns

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The FDE model — engineers embedded on-site, encoding workflows in weeks — is becoming the default for serious enterprise AI, because the real learning happens after the first demo on messy data. If you’re buying AI platforms, negotiate for embedded engineering capacity, not just licenses and Slack support.

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.