External Publication

AI Slop Science: Why you can't trust it, and how to spot it

Nebula – Indie Streaming [Unofficial] April 3, 2026

AI slop has hit the science creators - it's impossible to go on social media without coming across it. Here's why you can't trust AI science slop, and how to spot it.

Thanks to Jordan Harrod for giving me feedback on my script!

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0:00 Intro

3:16 AI chatbots aren’t accurate

5:57 LLMs rely on correlation

8:24 LLMs aren’t designed to be accurate

11:52 Checking outputs is extra hard

13:44 AI slop is an awful “starting point”

16:05 Are AI sloppers checking?

17:45 Spotting AI slop

25:45 “AI brainrot”?

30:15 How to protect your brain

https://www.youtube.com/watch?v=ShusuVq32hc

https://www.youtube.com/watch?v=OdZq3DJSFHE

https://jordanharrod.substack.com/p/selling-the-magic-of-ai

https://jordanharrod.substack.com/p/on-bullshit-hallucinations-and-ai

https://www.instagram.com/jordanbharrod/

https://www.uts.edu.au/news/2026/03/experts-warn-unstructured-ai-use-in-schools-risks-cognitive-atrophy/contentassets/ai-cognitive-offloading-and-implications-for-education.pdf

https://theconversation.com/its-tempting-to-offload-your-thinking-to-ai-cognitive-science-shows-why-thats-a-bad-idea-276766

https://matthewfacciani.substack.com/p/the-overlooked-skill-we-all-need

🙋🏻 I'm Michelle, a chemistry PhD, cosmetic chemist and science educator, here to explain how beauty products work, debunk myths, and help you make smarter decisions about your skincare, hair and makeup!

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