







Stop throwing AI-generated walls of text into conversations. If they wanted an AI essay, they would have asked ChatGPT themselves.
Human Problems: It’s Not Always The Technology’s Fault
We have met the enemy and he is us. When a teenage boy in Orlando started texting Character.AI’s chatbot, it started as an innocent use of a new tool. Sewell Setzer III customized the chatbot to ha…

Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task – MIT Media Lab
This study explores the neural and behavioral consequences of LLM-assisted essay writing. Participants were divided into three groups: LLM, Search Engine, and …
Be Careful What You Tell Your AI Chatbot | Stanford HAI
A Stanford study reveals that leading AI companies are pulling user conversations for training, highlighting privacy risks and a need for clearer policies.

AI for Me, Not (Yet) for Thee? Desirable Difficulties and Deliberate Friction with LLMs
In December 2025, I was grading final projects for my course on data visualization with R. On one of my screens, I had a browser open to my university’s learning management system and came across a now-familiar phenomenon: a student had used verbatim ChatGPT output for their assignment. The code they included was flawless, but used function arguments and code syntax that we never covered in class and that weren’t actually necessary. More concerning, the original chat prompt was inadvertently still included, along with fill-in-the-blank sections that the large language model (LLM) had included to help tailor the response to the course (e.g. “[insert an example from your professor’s class here]”). Following my course’s AI policy, I gave a sizable point reduction, sighed heavily, and moved on to the next assignment.
The case against conversational interfaces
Conversational interfaces are a bit of a meme. Every couple of years a shiny new AI development emerges and people in tech go "This is it! The next computing paradigm is here! We'll only use natural language going forward!". But then nothing actually changes and we continue using computers the way w

AI chatbots are becoming experts at changing people's minds. What's their secret?
ChatGPT and other AIs use a flood of facts, and the occasional lie, to persuade humans

Do You Speak ChatGPTese? Beyond Writing, AI Is Also Flattening The Way We Talk
A study of hundreds of thousands of YouTube videos and podcasts reveals that AI isn’t just changing how we write, it’s subtly altering our spoken language too, raising new concerns about cultural homogenization and who controls the words we use. A study of hundreds of thousands of lectures and podcasts reveals that AI isn’t just changing how we write, it’s subtly altering our spoken language too, raising new concerns about cultural homogenization and who controls the words we use.

How AI slop is causing a crisis in computer science
Preprint repositories and conference organizers are having to counter a tide of ‘AI slop’ submissions.

Inside ChatGPT: How AI chatbots work
Large language models like ChatGPT use a complicated series of equations to understand and respond to your prompts. Here’s a look inside the system.

AI is teaching us to speak like bots, and it’s a problem - Fast Company
AI is creeping into our everyday conversations, making us less patient and teaching us to 'prompt' others instead of talking to them.

On-screen and now IRL: FSU researchers find evidence of ChatGPT buzzwords turning up in everyday speech
Within five days of ChatGPT’s release in 2022, the artificial intelligence chatbot gained more than a million users. Today, more than half of all adults

AI chatbots are encouraging conspiracy theories – new research
If you interact with chatbots about conspiracy theories, research shows you can can easily fall down the rabbit hole.

AI chatbots are encouraging conspiracy theories – new research
If you interact with chatbots about conspiracy theories, research shows you can can easily fall down the rabbit hole.

I pulled ~90,000 Reddit posts about what makes writing "sound like AI" to determine the biggest AI-slop giveaways (Part 2)
674 votes, 228 comments. The majority of people can instantly tell when writing is generated by AI. For those who don't intend to get into the weeds…
ChatGPT isn’t the only chatbot pulling answers from Elon Musk’s Grokipedia
Google’s Gemini, AI Mode, and AI Overviews, Perplexity, and Microsoft are starting to cite Musk’s Wikipedia knockoff.

Science flags paper that found AI chatbots help debunk conspiracy theories
Science has issued an expression of concern for a highly publicized study looking into whether conversations with AI chatbots could convince conspiracy theorists to abandon their beliefs. The move …
