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The AI Slop Cheat Sheet

Every word that makes writing sound machine-made — and the word to use instead.

Verbs that mean nothing

The test: if you can swap in "use" or "help" with no loss, the original was filler.

CutUse instead
leverageuse
empowerhelp, let
unlockopen, give access to
unleashrelease, use
harnessuse, apply
streamlinesimplify, speed up
revolutionizechange, remake
dive into / delve intolook at, go through

Adjectives that decorate instead of describe

The test: remove it. If the sentence means the same thing, it was decoration.

CutUse instead
cutting-edgenew, current
best-in-classthe best, leading
world-classexcellent — or name the proof
robuststrong, reliable
holisticcomplete, whole
game-changingimportant — or say what changed
seamlesslycut it — things work or they don't

Phrases that delay the point

Throat-clearing. Cut them and start with the thing you were about to say.

CutWhat to do
it's important to note thatdelete — then note it
it's worth noting thatdelete
at the end of the daydelete
in today's fast-paced worldtoday, now
in conclusion / to summarizedelete — the reader can tell
that being saidbut, still
needless to saydelete — then don't say it
with that in minddelete

Hedges that weaken you

If you wrote it, you believe it. State the claim.

CutWhat to do
I think / I believestate it directly
sort of / kind ofcut, or commit to the claim
basically / essentiallycut
it goes without sayingcut
The one rule that covers all of it: every word earns its place. Remove a word. If the sentence still means the same thing, leave it out. "We help teams ship faster" beats "We leverage cutting-edge tooling to seamlessly empower teams to unlock their shipping potential" on every measure that matters.