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AI Scams, Deepfakes & Cloned Voices: How to Spot Them

By Alpha Covenant Team · 2026-09-04

What This Is — and What the AI Actually Does

Scammers have always tried to impersonate people. What's changed is how convincing the impersonation can be. AI tools can now take a short clip of someone's real voice and generate new audio of that person saying anything. Separately, AI image and video tools can place a real person's face onto a different body, or fabricate footage of them speaking words they never said — these are called deepfakes (meaning digitally faked media that looks or sounds real). AI can also write phishing messages — fake emails or texts designed to steal your information — that are grammatically perfect and personalised, unlike the clumsy scam emails of the past. The common thread: AI lowers the cost and skill required to deceive people at scale, and it raises how believable the deception looks and sounds.

What It's Genuinely Good For

Understanding these techniques isn't just about fear — the same detection knowledge protects real people and has legitimate uses. Security researchers use deepfake awareness to train organisations to spot fraud. Journalists use it to verify whether footage is authentic before publishing. And ordinary families use it to set up a simple safe word — a private code word agreed in advance — so that if a relative ever calls in a panic claiming to be in trouble and asking for money, you can ask for the safe word and immediately know whether it's really them.

Here's a concrete example: imagine you get a call from what sounds exactly like your adult child. They say they've been in an accident abroad and need you to wire money immediately. The voice is right. The emotion sounds real. But if you've agreed that your family's safe word is, say, "tangerine," you simply ask: "What's the safe word?" A cloned-voice scammer on the other end has no idea. The call ends. You've protected yourself with a free, five-minute conversation you had last Sunday at dinner.

What to Watch Out For — The Real Risks

Voice calls that create urgency. Scammers use cloned voices specifically to trigger panic, because panic shuts down careful thinking. Any call that demands you act right now — send money, buy gift cards, share a password — is a major warning sign, regardless of how familiar the voice sounds.

Video "proof" that isn't. A video of a public figure saying something outrageous, or a video call where someone's face looks slightly off — stiff blinking, odd lip sync, unnatural skin texture around the hairline — can be a deepfake. Video is no longer reliable evidence on its own.

Hyper-personalised messages. AI can write a scam email that uses your name, references your employer, and mimics the tone of a real company. The old rule "look for bad spelling" no longer works reliably.

Fake "family emergency" calls. This is one of the most emotionally effective scams in use. A cloned voice of a grandchild or child calls an older relative, crying, asking for bail money or emergency funds. The emotional pressure is enormous.

Fabricated "celebrity" investment offers. AI-generated videos of famous, trusted faces promoting investment schemes or giveaways circulate widely. The famous person said none of it.

The trust gap. Many people don't know these tools exist, so they trust what they see and hear by default. Scammers count on that gap.

How to Use It Well — Practical Steps Anyone Can Follow

  1. Set up a family safe word today. Choose a random, memorable word with anyone you might call in an emergency. Write it down somewhere private. Agree that anyone can ask for it on any call, no offence taken.

  2. Pause before you act. Any message — call, text, email, video — that pushes you to act immediately is designed to stop you thinking. Slow down. Hang up. Call back on a number you already know.

  3. Call back on a known number. If your bank, a relative, or a company calls you, hang up and call them back using the official number from their website or your contacts. Don't use a number they gave you on the call.

  4. Look for the odd details in video. Deepfakes often struggle with: blinking that looks wrong, edges around hair and ears, lighting that doesn't match the background, or mouth movements slightly out of sync with speech. These are clues, not guarantees, but they're worth noticing.

  5. Ask a second person. Before sending money or sharing sensitive information based on something surprising you saw or heard, tell one other person you trust. Scams depend on isolation and speed. A second set of eyes breaks both.

  6. Check unusual claims with a source you find yourself. If a video claims a public figure said something shocking, search for it independently. If it's real, real news outlets will have covered it.

  7. Treat urgency as a red flag, not a reason to rush. Legitimate organisations — banks, government agencies, family members in real emergencies — can always wait five minutes for you to verify.

Prompt of the Brief

Use this prompt to help yourself think through a suspicious message or situation before you react to it:

I received the following [call / message / video / email — choose one]:

[Paste or describe what you received here]

Please help me think through whether this could be a scam or fake. Ask me clarifying questions if needed. Point out any specific details that are common warning signs of AI-generated fraud, voice cloning, deepfakes, or phishing. Do not assume it is definitely a scam — just help me think it through carefully before I act.

This prompt works because it slows you down, turns an AI assistant into a thinking partner rather than a decision-maker, and specifically asks for warning signs rather than a verdict. You stay in control. Adapt it by swapping in whatever type of message you received, and paste in the actual text if it's a written message — the more detail you give, the more useful the analysis will be. Never paste in passwords, account numbers, or sensitive personal data when using any AI tool.


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This article was produced with the assistance of AI and reviewed by our team.

#ai safety#deepfakes#scams#voice cloning#digital literacy#fraud

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