Calabi Labs · Guide · 2026-05-27
Every week, the scams get harder to catch. In just the past few days, fake court notifications sent via text and AI-generated deepfake ads starring celebrities have surged across phones, social feeds, and search results. Here's how to tell what's real and what's a scam — right now.
Real court notifications in the U.S. come from official government号码, not a 10-digit mobile number or a weird prefix. If a "court" texts you from a personal phone number, it's a scam. Delete it immediately.
Scammers want you to panic. Fake court texts typically say things like "You have 24 hours to respond or a warrant will be issued." Real courts do not threaten arrest via text message. Courts communicate through certified mail and official portals.
Hover over any link without clicking. If it doesn't go to an official .gov domain, do not open it. Scammers use lookalike URLs to steal your personal information or install malware.
If you genuinely have a court matter, contact the court clerk directly using a number you look up yourself — not one from the suspicious text. Government agencies will never demand immediate payment via gift cards, wire transfer, or cryptocurrency over text.
Deepfakes often show celebrities in contexts that seem "too good to be true." If an ad features a famous person endorsing a product they've never used, selling investment returns, or promoting a miracle product — cross-check it. Search for the celebrity's official statements on their verified social media or website.
AI-generated faces can have subtle glitches: slightly blurred edges around the mouth, unnatural blinking, odd skin textures, or lighting that doesn't match the background. Watch especially for:
If a celebrity is really endorsing something, it will appear on their verified accounts and reputable news outlets. If the ad only appears on one obscure website or a random Facebook post, it's likely fake.
Deepfake ads frequently appear in:
If you see a celebrity ad for an investment, weight-loss product, or cryptocurrency, do these three things:
Several tools can help catch AI-generated content. Look for tools that analyze video and image metadata, check for inconsistencies in movement, and scan for known deepfake patterns.
Reports this week show a spike in:
Scammers are using AI tools to create these at scale — and they're getting better every week. If you see something suspicious, report it to the FTC at reportfraud.ftc.gov and your state's attorney general.
| Red Flag | Fake Court Text | Deepfake Ad |
|---|---|---|
| Urgent language demanding action | ✅ | ✅ |
| Text from a personal number | ✅ | N/A |
| Endorsement seems out of character | N/A | ✅ |
| Link goes to a non-government URL | ✅ | ✅ |
| No verification on official channels | ✅ | ✅ |
| Request for gift cards or crypto | ✅ | ✅ |
| Poor grammar or spelling | ✅ | ✅ |
Stay skeptical. Scammers rely on urgency and trust — your best defense is a pause and a quick check.
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