REPLACEMENTS.md

Replacement Phrasings

Quick lookup for common AI constructions and what to say instead.

Table: AI Construction → Human Alternative

AI Construction Neutral Informal
additionally also, plus, and also, plus, anyway
align with match, fit fit with, go with
boasts a has has got
bolstered by helped by backed by
crucial key, main, vital really important
delve into look at, explore dig into, check out
emphasizing showing, noting pointing out
enduring lasting, long-lived still around
enhance improve, better make better
fostering building, growing helping grow
garner get, receive pick up
highlight show, point out flag, call out
intricate complex, detailed tricky, fiddly
interplay interaction, mix back-and-forth
key (adj.) main, central big, main
landscape (abstract) scene, situation world, space
meticulous careful, thorough really careful
pivotal key, central big, crucial
robust strong, solid tough, solid
showcase show, display show off
tapestry (abstract) mix, range bunch, mix
testament to proof of, sign of shows that
underscore stress, show drive home
vibrant lively, bright busy, colorful
demystify explain, clarify break down
elevate raise, improve make better
foster build, grow help grow
harness use, tap use
interplay interaction, mix back-and-forth
masterclass great example really good showing
navigate (metaphorical) handle, deal with figure out
realms areas, fields worlds
tailored custom, specific built for
unlock open up, enable make possible

Sentence-level replacements

AI: "The city stands as a testament to human ingenuity."

  • Neutral: "The city shows what people can build."
  • Informal: "People actually built that. Hard to believe."

AI: "The founding marked a pivotal shift toward decentralization."

  • Neutral: "After it was founded, power spread out more."
  • Informal: "Things got less centralized from there."

AI: "This initiative underscores the ongoing commitment to sustainability."

  • Neutral: "They've kept working on sustainability."
  • Informal: "They're still trying to go green."

AI: "The region boasts a vibrant cultural tapestry."

  • Neutral: "The region has a lot of different cultures."
  • Informal: "All kinds of people live there."

AI: "Not only did she discover the mechanism, but she also mapped its structure."

  • Neutral: "She discovered the mechanism and mapped its structure."
  • Informal: "She figured out how it worked and drew the whole thing."

AI: "Despite its challenges, the project continues to thrive."

  • Neutral: "The project has problems but it's still going."
  • Informal: "It's a mess honestly but somehow still running."

AI: "In conclusion, the findings highlight the need for further research."

  • Neutral: "More research is needed."
  • Informal: "We basically have no idea. Someone should look into it."

AI: "Experts argue that this approach fosters innovation."

  • Neutral: "Some say this approach leads to new ideas."
  • Informal: "People who know about this stuff think it helps you come up with new things."

AI: "The data provides valuable insights into consumer behavior."

  • Neutral: "The data tells us about how consumers act."
  • Informal: "Turns out people buy weird stuff. Who knew."

AI: "The museum's collection showcases a diverse array of artifacts."

  • Neutral: "The museum has artifacts from many places and times."
  • Informal: "They've got everything from Roman coins to spray paint cans."

Rhythm fixes

AI (monotonous length):

The project began in 2019. It was funded by the NSF. The team included twelve researchers. They published their findings in 2022.

Human (varied):

They started the project in 2019 — NSF money, twelve people on the team. Four years later they finally published.

AI (overly parallel):

The software is fast, reliable, and user-friendly. It saves time, reduces errors, and increases productivity.

Human (broken parallelism):

The software's fast and it doesn't crash much. They say it's user-friendly too, though honestly the onboarding could be shorter. Still, it saves time and you make fewer mistakes.

Tone calibration

For very casual contexts (social media, text messages, internal chat), you can go further:

  • Drop articles: "Went to store. Got milk."
  • Drop subjects: "Makes no sense." "Sounds good."
  • Use run-ons: "I was going to call but then I realized it was late and also I didn't have anything to say anyway so I didn't."
  • Add self-correction: "It was — no, wait, that was the other one — it was the blue one."

For semi-formal contexts (newsletter, professional blog), pull back:

  • Keep contractions but limit fragments
  • No intentional typos
  • Vary sentence length but stay grammatical
  • Kill AI vocabulary and promotional phrasing
  • Allow one or two asides per section