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AI tools can be incredibly useful for productivity — but when it comes to password security, they may not be the right solution.
At AIR Technology Services, we help businesses throughout Wisconsin improve cybersecurity, password management, and Microsoft 365 security every day. While tools like ChatGPT and Copilot are powerful, there are still areas where traditional security tools remain the safer choice.
Should AI Generate Your Passwords?
Let’s start with a simple question:
If you needed a strong password, would you ask AI to generate one for you?
At first glance, it sounds reasonable.
AI tools like ChatGPT and Microsoft Copilot can write reports, draft emails, summarize meetings, and even generate code. Asking them for a 16-character password filled with symbols and numbers seems like a smart shortcut.
But security researchers say you may want to think twice.
The Problem With AI-Generated Passwords
Researchers recently tested AI systems by asking them to generate secure passwords.
On the surface, many looked excellent:
- Long character strings
- Uppercase and lowercase letters
- Numbers and symbols
- High scores in online password checkers
Some password strength websites even claimed they would take centuries to crack.
But when researchers analyzed them more deeply, a different picture emerged.
Strong Passwords Require True Randomness
AI systems are powered by Large Language Models (LLMs). These systems are trained to predict what text should come next based on patterns learned from massive amounts of data.
That makes them excellent at generating content that looks natural and convincing.
What they are not designed to do is create true randomness.
And randomness is one of the most important parts of a secure password.
When researchers examined dozens of AI-generated passwords, they found repeating structures and predictable formatting patterns. Some passwords were even duplicates.
Interestingly, many lacked repeating characters entirely.
That may sound like a good thing, but truly random passwords often include repeated letters, numbers, or symbols naturally. Their absence can actually suggest the password follows learned patterns instead of being genuinely unpredictable.
Why Password Strength Checkers Can Be Misleading
The researchers also measured something called entropy, which is a technical way of describing unpredictability.
The AI-generated passwords scored far lower than a truly random 16-character password should.
That means attackers using modern brute-force techniques could potentially crack them much faster than expected.
Many online password strength tools don’t detect this issue because they only evaluate visible complexity:
- Password length
- Symbols
- Uppercase letters
- Numbers
They do not evaluate hidden predictability patterns created by AI systems.
Even AI Companies Are Warning Users
Some newer AI models have already started cautioning users about this.
For example, Gemini 3 Pro has reportedly warned users not to rely on AI-generated passwords for sensitive accounts.
That alone should be a strong signal that AI-generated credentials may not be suitable for real-world business security.
What Businesses Should Use Instead
If you want truly secure passwords, security professionals still recommend using a dedicated password manager with a built-in password generator.
These systems use cryptographic randomness — mathematical processes specifically designed to create highly unpredictable passwords.
Password managers also help businesses:
- Reduce password reuse
- Improve account security
- Support multi-factor authentication (MFA)
- Secure shared credentials safely
- Simplify employee onboarding and offboarding
AIR Technology Services frequently helps organizations implement business password management solutions alongside cybersecurity protections, Microsoft 365 security, and multi-factor authentication.
AI Is Powerful — But It’s Not the Right Tool for Everything
AI is an excellent productivity tool. It can help summarize information, improve workflows, assist with communication, and automate repetitive tasks.
But when it comes to foundational security essentials like passwords, randomness matters more than convenience.
And that’s still an area where purpose-built security tools outperform AI.
Need Help Improving Password Security?
AIR Technology Services helps Wisconsin businesses improve:
- Password management solutions
- Microsoft 365 security
- Multi-factor authentication (MFA)
- Email security and phishing protection
- Cybersecurity awareness training
- Managed IT and endpoint protection
If your business wants help improving password security and reducing cybersecurity risks, AIR Technology Services can help.
Schedule a consultation with AIR Technology Services
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