Spotting AI-generated scams and fakes

AI Skills for Work6 min readText and drawings only

The scams from Phone Skills lesson 7 have become much harder to spot, because AI writes flawless messages, builds convincing fake companies and can copy a voice from a few seconds of audio. The warning signs have changed. The rules have not.

These no longer tell you anything Bad spelling. AI writes scam messages perfectly now. A professional photo and full work history. Both generated. A voice you recognise. Cloned from a few seconds of audio. These still work, and always will Never pay to be hired. Not for anything, ever. Never send money because someone rushed you. Verify on a number you found yourself, not one they sent.
What used to give scams away, and what to look for now.

Bad spelling is no longer a reliable clue. Scam messages used to be full of errors. Now they are written by AI and read perfectly, so "it looked professional" tells you nothing at all.

Photos and profiles can be generated. A recruiter with a professional photo, a full work history and a company website may be entirely invented, and building all of it takes minutes.

Voices can be cloned. A short clip of someone speaking is enough to make a convincing fake of their voice on a phone call. This is now used against families: a call that sounds like a relative in trouble, asking for money urgently.

You get a call that sounds exactly like a family member, in distress, asking you to send money now.

What happens: A voice is no longer proof of identity. This scam works precisely because recognising the voice makes you stop thinking, which is what the urgency is for.

What happens: Correct, always. If the call was real you have lost thirty seconds. If it was not, you have kept your money. Agree a family code word today for this exact situation.

The rules that still work are the ones that were never about spelling or appearance:

Never pay to be hired. Never send money because someone rushed you. Always verify through a channel you found yourself, not one they gave you.

How do I check whether a recruiter is real?

Look up the company independently, not by clicking their link, and phone the number on the official site to ask whether that person works there. Real recruiters expect this and do not mind. Anyone who is offended by being verified has told you what you needed to know.

What is a family code word?

A word only your family knows, agreed in advance, that you ask for if someone calls claiming to be a relative in trouble. It costs nothing, takes one conversation, and it defeats voice cloning completely. Set one up this week.

Are AI job adverts a thing?

Yes. Entire fake companies with adverts, websites and staff profiles are now generated quickly, usually to collect ID numbers and personal details for identity fraud, or to charge a fee. Everything in Phone Skills lesson 7 still applies, and appearance is now worth even less than it was.

Before you move on

  • Stop treating good spelling as a sign of legitimacy
  • Agree a family code word this week
  • Always verify through a number you found yourself

Check what you know

4 questions. Have a look at what this lesson asks.

1. A job message is perfectly written with no spelling errors. What does that tell you?

2. You get a call that sounds exactly like a relative asking urgently for money. What do you do?

3. How do you verify a recruiter who contacted you?

4. What is a family code word for?

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