MediaClipAnother Orange Morning

Gibberish detection on forms, and what the spam is telling us

12:18

If you run Google Ads, you've seen the waves of spam. Trisha Merriam put it well: it “passes the normal sniff test.” A human sees it's fake, but HubSpot reads the data as good enough.

HubSpot's AI gibberish detection now checks every text field on a form submission, not just first name, last name and message.

Spam bots are basically agents now, so we're going to watch AIs battle each other here. It also makes me wonder whether a form is the best way to hear from people. I'd rather turn spam into a pattern to review, and I asked Breeze assistant to help with exactly that. You can paste a screenshot into it now.

Where this came from

Another Orange Morning - May 28, 2026

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