A massive problem with AI in Tech is happening right now

19 May 2026 · 1 min

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1:22

In this commentary, the speaker highlights a Reddit thread that illustrates a growing crisis in tech companies: analysts lack basic statistical understanding (confusing average with median) and make critical database errors, while an intern relies on AI for even simple queries. The speaker points out that leadership’s enthusiasm for AI creates a culture where concerns cannot be raised, leading to unchecked reliance on AI-generated results without proper validation. This combination of statistical ignorance, over‑reliance on AI, and a hype‑driven environment threatens data integrity. The speaker warns that without proper guardrails and data‑validation processes, organizations risk catastrophic financial damage from a rogue AI agent, a scenario that will only be recognized after severe loss.

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I just found a Reddit thread and I need you to see this because this is exactly what I have been warning about. So the original poster is basically saying that they have analysts on their team who don't know the difference between average and median and are working with the databases and doing analysis on their team. He further states, one wrong join and you're getting a completely different number. And the worst part is he's not even sure who to complain to. But then someone replied and It gets better or worse depending how you look at it. They said, hey, I'm facing the same issue. My intern is using AI for everything, even for the simplest queries. I cannot rely on that person for any task, but I can't even escalate it to anyone because leadership is all about hyping AI in all the meetings. So they have an intern that's winging every query with AI, leadership celebrating AI in every all-hands, and the one person in the room who actually sees a problem can't even say a word about it. Politics. You had one job, validate the data. One job. A lot of fires are gonna happen at companies before we figure out how to put the right guardrails in every situation. They are right, and I'm actually gonna take it a step further. At some point, some rogue AI agent is probably gonna do something so financially catastrophic at an organization where they simply cannot recover from it. Then and only then will we all actually learn when the damage is already done.