Breaking the Black Box: A Case Study in Red-Teaming a Government Education AI
PushButton AI Team ·
Breaking the Black Box: A Case Study in Red-Teaming a Government Education AI
You bought the AI tool. Nobody used it. $200/month gone, and now you're more skeptical than ever.
That's not a you problem. That's a vendor problem.
Here's what most business owners never hear: even
You bought the AI tool. Nobody used it. $200/month gone, and now you're more skeptical than ever.
That's not a you problem. That's a vendor problem.
Here's what most business owners never hear: even government agencies with massive budgets and dedicated IT teams get burned by AI tools that don't behave as advertised. Security researchers literally stress-test these systems before deployment — asking hard questions, pushing edge cases, looking for where the thing breaks down.
You can do a version of this before you spend a dollar.
Before your next AI purchase, run three simple tests. Give it a real task from your business. Ask it something confusing or incomplete. See if the output is actually usable — or just impressive-looking garbage. Fifteen minutes of honest testing tells you more than any sales demo.
This is how you stop guessing and start evaluating. No coding. No consultants. No risk.
One honest test beats ten glowing reviews from people who were never in your shoes.
What's the one AI tool you bought that your team quietly stopped using — and what do you think really killed the adoption?
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