Word Choice

Overuse of "quietly" and similar adverbs to convey subtle importance or understated power. AI reaches for these adverbs to make mundane descriptions feel significant. Also includes: "deeply", "fundamentally", "remarkably", "arguably", and the standalone construction "unusually well [X]".

“quietly orchestrating workflows, decisions, and interactions”

Refusing to repeat the same noun twice, cycling through synonyms for one referent instead. A dashboard becomes an interface, then a portal, then the analytics hub, all in the same paragraph. Just use one word, stop flexing your vocabulary, it's pointless and you're losing the reader.

“the dashboard ... the interface ... the portal ... the analytics hub”

Framing the true location or source of something as a physical inhabitance, as a stand-in for a direct answer.

“where the complexity actually lives”

Overuse of ornate or grandiose nouns where simpler words would do. "Tapestry" is used to describe anything interconnected. "Landscape" is used to describe any field or domain. Other offenders: "paradigm", "synergy", "ecosystem", "framework", "load-bearing" (for important), "gated" (for restricted or conditional). Although some words cycle out of fashion for the models, new ones get introduced e.g. load-bearing, gated, paradigm.

“The rich tapestry of human experience...”

Replacing simple "is" or "are" with pompous alternatives like "serves as", "stands as", "marks", or "represents". AI avoids basic copulas because its repetition penalty pushes it toward fancier constructions (I've studied this!).

“The building serves as a reminder of the city's heritage.”

Used to be the most infamous AI tell. "Delve" went from an uncommon English word to appearing in a staggering percentage of AI-generated text. Part of a family of overused AI vocabulary including "certainly", "utilize", "leverage" (as a verb), "robust", "streamline", and "harness".

“Let's delve into the details...”