How AI Tools Generate Technical Debt in IoT Systems — and What to Do About It | Towards Data Science

AI tools speed up IoT development — but closer to the hardware, the same code that looks correct can silently break thousands of devices at once.

Towards Data Science

A researcher invented a fake eye condition called bixonimania, uploaded two obviously fraudulent papers about it to an academic server, and watched major AI systems present it as real medicine within weeks.

The fake papers thanked Starfleet Academy, cited funding from the Professor Sideshow Bob Foundation and the University of Fellowship of the Ring, and stated mid-paper that the entire thing was made up. Google's Gemini told users it was caused by blue light. Perplexity cited its prevalence at one in 90,000 people.

ChatGPT advised users whether their symptoms matched. The fake research was then cited in a peer-reviewed journal that only retracted it after Nature contacted the publisher.
#AI #AImistakes
https://www.nature.com/articles/d41586-026-01100-y

Scientists invented a fake disease. AI told people it was real

Bixonimania doesn’t exist except in a clutch of obviously bogus academic papers. So why did AI chatbots warn people about this fictional illness?

OpenClaw gives users yet another reason to be freaked out about security

The viral AI agentic tool let attackers silently gain admin unauthenticated access.

Ars Technica

Who's to blame when AI messes up? 🤔 We're diving into a recent incident and exploring the risks of mandated AI usage. It's a tricky topic with some serious consequences. Check it out! 💻 #AIMistakes #Engineering #AIethics

https://www.youtube.com/watch?v=mtUVXPuoi7I

Great documentation takes more than AI

Documentation used to support the product. Today, it’s fundamental to the product experience, especially as AI becomes the primary way people learn, search, and decide.

SD Times
Misconfigured AI could trigger the next national infrastructure meltdown

: Rapid rollout into cyber-physical systems raises outage risk, Gartner warns

The Register

#AIEngineering #aiethics #aimistakes

I think we can all agree that current state of AV is not ready for public roads. Power outage is a use case that should be considered by any competent software engineer.

https://arstechnica.com/cars/2025/12/power-outage-paralyzes-waymo-robotaxis-when-traffic-lights-go-out/

Power outage paralyzes Waymo robotaxis when traffic lights go out

A third of San Francisco lost power over the weekend, causing traffic chaos.

Ars Technica
AI writing tip: If you're about to say "In today’s fast-paced digital landscape," stop. Log off. Go outside. Touch a rock. Apologize to a tree. Then write like a person again. 📉🌳 #AImistakes #promptcore
AI Agents are Man-in-the-Middle Attacks

After 25 years defending against man-in-the-middle attacks, a security veteran explains why most AI agents replicate the same architectural risks—creating compliance gaps, opaque decision-making, and zero-trust violations CISOs can’t ignore.

Security Boulevard

@sewblue

I've also several times experienced "AI" note summarizers miss the word "not" from someone speaking quickly. And thus deliver summary statements that are the exact opposite of what was said — which causes havoc if users try to treat them as useful information.

#AI #AIMistakes #AIIsNotReady