My classes are generally small enough that I have time to get to know each student’s writing. When a student who confuses “bias” and “biased” in a hand-written response later that day sends me an email later that day that uses “whom” and “betwixt,” I notice. I can’t prove a student is abusing AI, but…
AI is getting better at rote tasks, but it still takes a human to do 97% of typical freelance tasks (according to research published by a company that sells the services of humans who tag material to train LLMs). Last year I went through part of the training process for a job that offered “up…
Amazon announced Tuesday that it will cut roughly 14,000 corporate jobs, or about 4% of its white-collar workforce, as part of a restructuring meant to “reduce bureaucracy” and “remove organizational layers,” according to a memo. In the memo, Beth Galetti, senior vice president of people experience at Amazon, said the cuts are designed to make the…
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The world of print is orderly, logical and rational. In books, knowledge is classified, comprehended, connected and put in its place. Books make arguments, propose theses, develop ideas. “To engage with the written word”, the media theorist Neil Postman wrote, “means to follow a line of thought, which requires considerable powers of classifying, inference-making and…
Clanker is a derogatory term used to insult AI and its products and services such as delivery robots, therapist chatbots and automated customer service. Why try to hurt the feelings of something that, oh wait, has no feelings? Like most slurs, it has more to do with the speaker using it than the object of…
Artificial intelligence is making steady advances into subtitling but, say its practitioners, it’s a vital service that needs a human to make it work […] AI is unable to decide which sounds are important. “Right now, it’s not even close,” Deryagin says. He also stresses the importance of the broader context of a film, rather…
If you have ever experienced this, you might recall the feeling of confusion after opening such a document, followed by frustration—Wait, what is this exactly?—before you begin to wonder if the sender simply used AI to generate large blocks of text instead of thinking it through. If this sounds familiar, you have been workslopped. —Harvard Business Review
From an essay that includes a reflection on discovering AI-fabricated quotes while peer-reviewing a scholarly essay for potential publication. (Academics don’t get paid for the labor of pre-reading scholarly drafts for potential review. An author who uses AI is squandering the resources of human peer-reviewers.) Humanistic study once promised — and for many, still delivers…
AI has transformed my experience of education. I am a senior at a public high school in New York, and these tools are everywhere. I do not want to use them in the way I see other kids my age using them—I generally choose not to—but they are inescapable. During a lesson on the Narrative of…
The illustrations clients bring to her are commonly littered with unclean lines and nonsensical text, and they look like a mess of pixels when blown up beyond a certain size. “There’s people that are aware AI isn’t perfect, and then there’s people that come to you angry because they didn’t manage to get it done…
Traffic on my website has plunged over the past few years. In 2019, my site attracted almost 1.5 million visitors. The content on my site has not gotten this bad, this quickly! Back in 2016, a single popular page on my website attracted almost 1 million visits — about as many visits as my entire…
Journalists who can’t verify their sources, or their own humanity, face consequences. Multiple news organisations have taken down articles written by an alleged freelance journalist that now appear to have been generated by AI. On Thursday, Press Gazette reported that at least six publications, including Wired and Business Insider, have removed articles from their websites…
Ever since DuoLingo announced it was pivoting away from human workers to AI, I’ve enjoyed my visits with the spunky little owl less and less. Today’s switch from the “hearts” system to “energy” was just too much. It used to be, you could keep doing lesson after lesson as long as you answered correctly…
Students say they appreciate AI’s ability to organize ideas and improve flow, but many also recognize that what comes out often feels “robotic,” emotionally flat, or uncanny in tone. Still, convenience almost always wins. Reflection is hard, and AI makes things easy. I don’t fault students for wanting help. Writing about your life, especially the…
Though not in a hospital setting, the “basilar ganglia” is a real error that was served up by Google’s healthcare AI model, Med-Gemini. A 2024 research paper introducing Med-Gemini included the hallucination in a section on head CT scans, and nobody at Google caught it, in either that paper or a blog post announcing it. When Bryan…
Coders who used AI self-reported that they worked 20% faster, but an objective study found AI actually made coders 19% slower. This study confirms that while AI can help for general low-level tasks, humans with deep knowledge of the specific project could spend far more time working on higher-level tasks, rather than hunting for errors…
When I was working in radio news in the late 1980s, I took a lunch break at a nearby cafe that happened to be tuned to our station. “You have a voice like a radio announcer,” said the cashier, obviously not aware that he had been listening to my hourly news bulletins all morning. Gayanne…
We’re drawn to activities that invite us to grow, by trying and trying again, because we want to evolve as people. Life is mostly repetitive—wake, eat, work, sleep, repeat—and each day can feel like an unsatisfying circle. But repetition with variation broadens us. It makes our circular days into spiralling journeys. “The spiral is a…
This is what we have to look forward to, as a torrent of AI-generated slop that’s good enough for the CEOs to monetize squeezes out the human-generated content that actually matters. Former NBA player Brandon Hunter passed away unexpectedly at the young age of 42 this week, a tragedy that rattled fans of his 2000s…