The most obvious example is the adoption of the singular 'they' to replace clunky constructions like 'he or she' and 'he/she.' Language purists argue that this is ungrammatical, even though 'they' has been employed in just this way by authors as diverse as Chaucer, Shakespeare, Austen, Dickinson, and Shaw.
Learning a new language not only makes you look cool, it also allows you to familiarize yourself with another culture, connect with new people and enjoy a wider variety of art and media.
Computational linguistics is a two-way street: You're either using a computer to do things with human language or communicate or translate or teach a foreign language, or you're using computational techniques to learn something about human languages. Her work documenting and preserving endangered languages uses a little bit of both.
Under an oak-beamed ceiling on the top floor of one of Washington, D.C.'s coolest museums, Planet Word, more than 90 kids gathered last April to vie for $5,000 and youth Scrabble bragging rights. The North American School Scrabble Championship is serious business. The No. 1 high-school seed was ranked in the top 150 of all players in the U.S. and Canada.
That type of copying is pretty normal, and they teach it in school. It's how you learn (and how you become depressed). But in the age of generative AI, there are many new kinds of copying. For instance, Wired reported last week on a tool offered by Grammarly, which briefly offered users the opportunity to put their writing through something called "Expert Review."
You know that sinking feeling when you realize you've been using a phrase that makes you sound less intelligent than you actually are? I had one of those moments a few years back during a pitch meeting for my startup. I was presenting to potential investors, and I kept saying "I think" before every point I made. "I think our user acquisition strategy will work."
1. Tongue in cheek 2. Old wives' tales 3. Statute of limitations 4. To be specific 5. Nipped in the bud 6. Get down to brass tacks 7. Deep-seated hatred 8. All intents and purposes 9. Wheelbarrow 10. Champing at the bit 11. Jury-rigged 12. Ulterior motive 13. Bald-faced lie 14. Dog eat dog world 15. Chump change 16. Dime a dozen 17. Duct tape 18. Can't see the forest for the trees 19. Quote unquote 20. Could have 21. Chalk it up 22. Iced tea 23. Take for granted 24. Blessing in disguise 25. Bated breath
For the first time, speech has been decoupled from consequence. We now live alongside AI systems that converse knowledgeably and persuasively-deploying claims about the world, explanations, advice, encouragement, apologies, and promises-while bearing no vulnerability for what they say. Millions of people already rely on chatbots powered by large language models, and have integrated these synthetic interlocutors into their personal and professional lives. An LLM's words shape our beliefs, decisions, and actions, yet no speaker stands behind them.
The term "conspiracy theory" calls to mind a variety of dubious claims and controversies, like rumors about Area 51, claims that the Earth is flat, and the movement known as QAnon. At first blush, these phenomena would seem to have little in common with bogus word origins. But there are a variety of false etymologies that spread virally and refuse to go away, in much the same way that stories about chemtrails, black helicopters, and UFOs refuse to die.
Jane Goodall, the late primatologist, was known for her imitations of chimpanzee greetings. When she met with Prince Harry, in 2019, she approached him slowly, making panting noises through circular lips. She prompted him to pat her lightly on the head, then reached up for an embrace, making soft hooting sounds. During her career, Goodall observed chimps engaging in more than a thousand such greetings. They sometimes touched their lips together, breathed into one another's open mouths, or stood on two legs and hugged.
When respondents were asked which languages feel the most welcoming, Portuguese emerged on top, selected by 34 percent of participants. Spanish came in a close second with 33 percent of respondents calling it the friendliest, followed by Italian in third. Together, these languages form a clear cluster associated with warmth and approach.
The Merriam-Webster editor Peter Sokolowski introduced the crowd of assembled nerds to the idea that a dictionary is not a static document but a living object, constantly updated and remade in response to how people write and speak. In a talk titled "The Dictionary as Data," Sokolowski emphasized that the editors at Merriam-Webster look to how the general public uses language to guide their work.
I'm one of those authors whose books AI ate for lunch a few years back. At some point I might get a check to pay me for a dozen years' work on the three books it stole, but really, there's no way to compensate for the fallout. AI seems to think no, it can't think, only shuffle what real people thought that a machine can write as well as a person can.
By comparing how AI models and humans map these words to numerical percentages, we uncovered significant gaps between humans and large language models. While the models do tend to agree with humans on extremes like 'impossible,' they diverge sharply on hedge words like 'maybe.' For example, a model might use the word 'likely' to represent an 80% probability, while a human reader assumes it means closer to 65%.