AI slop is everywhere. Here’s how to spot it.

The other day, I scrolled past a video of “Echo Hunter,” a full AI-generated short film. This is a recent sci-fi short where all visuals are AI-generated. Only after reading the comments did I discover it was entirely AI-generated. That moment of hesitation, that brief pause in my scrolling, that’s precisely what the creators wanted.

These AI-generated creations live in that unsettling space between believable and absurd. They are designed to catch your attention and hold it just long enough to generate engagement, and in today’s digital landscape, your attention equals revenue.

As someone who has been studying this technology, I am frustrated by what I am seeing. We as a community have to do better. This technology isn’t going anywhere, and we need to understand how to navigate it.

Fact-checking looks different in 2025. With AI, it’s not just about what you are reading, or seeing, it’s about how it makes you feel. Amused by a clearly fake ASMR video? That is harmless, but feeling distressed by a news clip you can’t verify? That is where the real danger lies.

Here’s how to spot the AI slop in seconds:

• In writing: Quality AI writing can be difficult to distinguish from human writing, but low-quality AI content reveals itself through repetitive sentence structures, overconfident presentation of fabricated facts, and a complete lack of personality. If it’s boring to read, it probably came from an algorithm.
• In images: AI images have improved dramatically, but telltale signs remain. Look for distorted hands, or limbs, unnaturally perfect skin textures, inconsistent lighting and shadows, and emotionally manipulative content that demands sharing. Always check the comments, they often reveal the truth.
• In video: AI-generated videos can be even trickier to spot. Watch for lip-syncing issues, mismatched sound effects, jittery, or “melting” motion (especially around hands), unnaturally darting eyes, odd looping movements, and completely impossible scenarios.

Why does this matter beyond simple annoyance? A recent MIT study found something alarming: using AI to write essays significantly reduces brain activity, particularly in regions responsible for: attention, planning, and memory. The research showed a 47% drop in neural engagement among ChatGPT users, with 83.3% unable to remember sentences they “wrote” with AI assistance. Even more concerning, this cognitive decline persisted even after stopping AI use.

The essays produced with heavy AI assistance were consistently described as “soulless” and lacking depth, precisely because they were missing the human element that makes writing meaningful.

The internet will always have its share of fast, cheap, and weird content. Your job is to recognize when you are engaging with it and why. AI slop can be entertaining, but it can also distract us from reality and diminish our critical thinking skills.

If it smells like slop and scrolls like slop, it’s probably slop. Let us commit to staying sharp, questioning what we see, and preserving our cognitive independence in an age of artificial everything. Your mind deserves better than becoming dependent on algorithms that profit from your attention.