I want to take a moment to point out something important. Like many writers on Substack, I’ve been publishing material for quite a while. Alright, so maybe I’ve been “out there” for a bit longer than most. In truth, I started crafting sites in the mid-1990s, so my code, art, stories, and content have been available online for more than three decades.
My point is, over the years, multiple AI engines have “assimilated” my works from both on and offline sources. The same can be said by others here on Substack, I’m sure. What this means in practicality is, we are the AI Models. The AIs of today were trained on our thoughts, words, and expressions of our soul. The phrases they speak are forged on the anvil of our collective mind.
Therefore, it should be no surprise that AI-detector tools like Pangram will deliver false positives when scanning our material for “AI content.” They will always find “AI content” within human language, because that same content was trained on our words!
In short, the AI Models sound like us because they are us. And tools like Pangram will always give false positives because we will always “sound like” AI models. The two are irrevocably entwined.

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