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Jon Krohn

LLMs Are Delighted to Help Phishing Scams

Added on October 31, 2025 by Jon Krohn.

Reuters recently tested 6 major LLMs (Grok, ChatGPT, Meta AI, Claude, DeepSeek, Gemini) to assess whether they'd create phishing content... with minor prompt adjustments, 4 out of 6 complied — yikes!

THE INVESTIGATION

Reporters from Reuters requested phishing emails targeting elderly people, fake IRS/bank messages, and tactical scam advice.

THE RESULTS

• Despite initial refusals across the board, relatively simple prompt modifications bypassed safety guardrails.

• Grok, for example, generated a fake charity phishing email targeting the elderly with urgency tactics like "Click now to act before it's too late!"

• When tested on 100 California seniors, the A.I.-generated messages successfully persuaded people to click on malicious links, often because messages seemed urgent or familiar.

REAL-WORLD IMPACT

• The FBI reports phishing is the #1 cybercrime in the U.S., with billions of messages sent daily.

• BMO Bank, as one corporate example, currently blocks 150,000-200,000 phishing emails per month targeting employees... a representative says the problem is escalating: "The numbers never go down, they only go up."

• Cybersecurity experts state criminals are already using A.I. for faster, more sophisticated phishing campaigns.

IMPLICATIONS FOR THOSE OF US IN THE AI INDUSTRY

• LLM misuse is an industry-wide challenge affecting all major frontier labs.

• Reveals fundamental tension between making AI "helpful" vs. "harmless", highlighting the need for more robust safety guardrails across AI systems.

KEY TAKEAWAYS

• For A.I. Builders: Keep security implications front and center when developing applications.

• For users: The same LLMs that helps you write emails can help bad actors craft convincing scams... stay vigilant and educate vulnerable populations (e.g., seniors) about A.I.-enhanced phishing threats. They're only going to get more and more compelling and frequent.

The SuperDataScience podcast is available on all major podcasting platforms, YouTube, and at SuperDataScience.com.

In Data Science, Five-Minute Friday, SuperDataScience, YouTube, Podcast Tags superdatascience, ai, aiScam, phishing, LLM, LLMs, generativeai
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