Out-human the machine
The defence against generic AI prose is the craft these entries catalog — concrete images, a found thesis, a real change, a voice that has sat with the material.
On this page
The AI question runs under all of these entries, since many working writers now write alongside the machine. In a workshop discussion of George Saunders's The Braindead Megaphone, our writers converged on what reads as human. As one of them, Sairam, put it:
Most people just prompt and get the first average outcome… it doesn't have a certain quality to it that really feels like it's been marinated.
Sairam · Workshop discussion · June 2026
The tells of the machine
The tells they named: an overly formal register ("do not" for "don't") and a reflex toward excessive, tangential detail meant to seem grounded. Em-dashes and the Oxford comma raised suspicion but proved weak signals on their own.
What reads as human
Cohesive structural layering, personal stories, and a sense the piece had been sat with. The defence isn't to out-formal the machine; it's to do the things it doesn't.
Don't try to out-formal the machine. Do the things it can't.
The five human moats
A whole talk on this named five skills the machine can't take, each a way of doing what it can't: a voice grown from lived experience; metaphors that come from a body; rules broken on purpose; writing done under real stakes; and whimsy — following a thread into the unknown. The through-line is the one the workshop found on its own: being alive, having a body, having something at stake. That's your moat — use it.
Don't cede your tools to the panic
There's a failure mode on the other side of sounding like AI: mutilating your prose to avoid the accusation. It's the driver who thinks a headlight might be out, so he switches the lights off and drives blind — trading a visible risk (a ticket) for an invisible one (a crash). Writers do the same when they strip every em dash to dodge the AI witch hunts: they swap a hypothetical accusation for the real problem of comma splices and clunky, less-clear sentences. The em dash is ours — one of the most powerful tools in the toolkit. The answer to AI's fingerprints isn't to abandon your instruments; it's to play them well, which is exactly the thing the machine can't do.
Try it
- Lead with specific lived detail and a thesis you actually had to think your way to.
- Make something change; give the piece a true turn.
- Let the material marinate — the human signal is a voice that has sat with it.
Drawn from
- William, The 5 Writing Skills A.I. Will Never Replace (Writer Science, 2026) — the five human skills the machine can't replace.
- William, The Em Dash, Explained (Writer Science, 2026) — don't cede legitimate tools to the AI panic; the visible and invisible risk.
In this collection