See also my resources on interactive fiction (text adventure games), programming in Inform 7, making games in Scratch, and coding hypertext stories in Twine.
The newest and most powerful technologies — so-called reasoning systems from companies like OpenAI, Google and the Chinese start-up DeepSeek — are generating more errors, not fewer. As their math skills have notably improved, their handle on facts has gotten shakier. It is not entirely clear why. Today’s A.I. bots are based on complex mathematical systems that learn…
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I’m also thinking of the cost to the students who have to repeat a course or fail out of a demanding program because they couldn’t AI their way to a passing grade. “People use it much more than we expected,” the cofounder wrote, later adding in response to another user that he “personally chose the price and…
It was not that hard to leave Twitter. I removed the app from my phone and followed a lot of journalists and professionals on Bluesky. I still checked Twitter on my laptop, but not every day. Then one day when X asked me for my password to log back in, I decided not to bother.…
The technology will continue to improve so that that simulated gymnastics videos will look less and less bizarre, but people who can use AI to create flawless gymnastics videos aren’t actually learning gymnastics. No human being will become a better gymnast thanks to a better AI simulation of a gymnastics routine. More convincing AI-generated…
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When I ask my students to use the library database to find scholarly peer-reviewed journal articles, some students stick with the search methods they’re already familiar with, and they submit works cited lists that include articles written by undergraduate interns, or articles from low-value pay-to-publish ecosystems like “Frontiers.” While I don’t read every article students…
Two years after the release of ChatGPT, it may not be surprising that creative work is used without permission to power AI products. Yet the notion remains disturbing to many artists and professionals who feel that their craft and livelihoods are threatened by programs. Transparency is generally low: Tech companies tend not to advertise whose…
[A] popular type of generative AI model can provide turn-by-turn driving directions in New York City with near-perfect accuracy — without having formed an accurate internal map of the city. Despite the model’s uncanny ability to navigate effectively, when the researchers closed some streets and added detours, its performance plummeted. When they dug deeper, the researchers…
My job is often to help students understand things that they aren’t good at doing yet. If a student arrives in my classroom with a solid ability to construct clear sentences and summarize difficult readings, using an AI tool that helps them spot grammar mistakes with less effort and capture the gist of a reading…
A healthy respect for the free press and the institution of journalism is absolutely crucial for a healthy democracy. Media literacy matters, while a jaded “I don’t trust journalists, I do my own research” DIY attitude is easily co-opted. A false claim that Vice President Kamala Harris was involved in a June 2011 hit-and-run incident…
Everyone who is reading this article in 2024 grew up in an era where a photograph was, by default, a representation of the truth. A staged scene with movie effects, a digital photo manipulation, or more recently, a deepfake — these were potential deceptions to take into account, but they were outliers in the realm…
If I ever share something that turns out to be disinformation, please let me know. WASHINGTON (AP) — The Kremlin is turning to unwitting Americans and commercial public relations firms in Russia to spread disinformation about the U.S. presidential race, top intelligence officials said Monday, detailing the latest efforts by America’s adversaries to shape public…
Chatbots are designed to give conversational answers and keep people engaged. Names and links to sources for answers range from nonexistent to hidden, though some companies are starting to make them more visible. Even when AI does include a source, it adds it after the fact, said Jevin West, a professor and co-founder of the…
I worked on LLMs, and now I got opinions. Today, let’s talk about when LLMs make mistakes. On AI Slop You’ve already heard of LLM mistakes, because you’ve seen them in the news. […] LLMs could be used to summarize sources. Something that’s fairly obvious in my journal club is that many researchers are…
I used to spend time in class teaching students about how your act of choosing to link from your blog to someone else’s blog was part of the formula Google used to rank its search results. The words you picked when you crafted your hyperlink was a way of conveying or withholding value. Tagging is…
Glenda Morgan does not sound that impressed with Google’s latest promises about AI and education. [T]hus far I am unconvinced that the kinds of tutoring currently offered via AI matches the concept of watching a student’s thought processes and identifying the core issues they aren’t understanding. Instead, AI tutoring today seems to consist of breaking…