The Elephant in the Feed
On undisclosed AI use, the disclosure penalty, and why transparency still wins
This post follows my standard early access schedule: paid subscribers today, free for everyone on March 24.
Writing extensively with AI assistance teaches you a thing or two that are difficult to learn any other way. After more than a year of deliberate, transparent, and carefully documented collaboration with large language models, I have developed what I can only describe as a finely tuned radar for AI-assisted prose. I have previously written at length about the telltale signs of AI-generated text, and the patterns become unmistakable if you know what to look for. They are probabilistic fingerprints of how large language models construct text. And like all fingerprints, they are invisible until you learn how to identify them.
I notice these patterns constantly now. But what strikes me most is where I notice them: everywhere. Scrolling through my Substack feed or browsing thought-leadership posts on LinkedIn, most of the content I consume on these platforms now carries at least some trace of algorithmic involvement.
Before I continue I want to be clear about something. I have zero moral objections to this practice. To object would be deeply hypocritical. I use AI in my own writing process. I have described that process in detail across multiple essays, and I believe these tools represent a genuinely useful evolution in how we produce text. My issue is not with the use. My issue is with the silence.
Almost nobody discloses it.
The cost of honesty
This silence is not accidental. It is driven by something researchers have identified and empirically validated: the AI disclosure penalty. The term describes a consistent and measurable phenomenon in which content labeled as AI-assisted receives lower evaluations from audiences, regardless of its actual quality. The penalty is real; it is persistent, and it helps explain why so many creators quietly integrate these tools into their workflows without ever mentioning it.
