Low-effort content has always been the problem

The internet has always been garbage; we just finally have the throughput to prove it. People are out here crying on X about "AI slop" destroying authenticity, but they’re confusing friction with depth. They think if a human didn't manually suffer through every keystroke, the content is somehow hollow. That’s nonsense.

We’ve been dealing with digital filler since the 2009 blog era. Back then, it was just people manually typing "nice post!" to boost engagement. Now, LLMs like GPT-4 or Claude just lowered the cost of that specific kind of nonsense. It isn't a revolution in soul-crushing mediocrity—it's just an optimization of it. Autocorrect didn't ruin our ability to write; it just made us mediocre at a higher velocity.

When I'm benchmarking these models, I don't see a binary divide between "human" and "AI." I see a divide between "thoughtful" and "generic." A human posting a brainless, repetitive comment is performing the exact same function as someone hitting a "generate" button on a prompt. Both are just trying to avoid the actual work of being specific or being potentially wrong.

The "slop" isn't an intelligence problem; it's a performance problem. We've always had low-quality output in dev work and essays. The real distinction in this new era is whether you're using these tools to augment your own thinking or if you're just letting the model drive while you sit in the passenger seat. If you aren't owning the output, you're just adding to the noise!