







We’ve had ChatGPT for 18 months, but what’s it for? What are the use-cases? Why isn’t it useful for everyone, right now? Do Large Language Models become universal tools that can do ‘any’ task, or do we wrap them in single-purpose apps, and build thousands of new companies around that?
What Is ChatGPT Doing … and Why Does It Work?
Stephen Wolfram explores the broader picture of what's going on inside ChatGPT and why it produces meaningful text. Discusses models, training neural nets, embeddings, tokens, transformers, language syntax.

If you’re not using ChatGPT for your writing, you’re probably making a mistake
How Ethan and Lilach Mollick learned to stop worrying and start using AI in their jobs.

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

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 tools make things up a lot, and that’s a huge problem | CNN Business
Artificial intelligence-powered tools like ChatGPT have mesmerized us with their ability to produce authoritative, human-sounding responses to seemingly any prompt. But as more people turn to this buzzy technology for things like homework help, workplace research, or health inquiries, one of its biggest pitfalls is becoming increasingly apparent: AI models sometimes just make things up.

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

ChatGPT is bullshit
Ethics and Information Technology - Recently, there has been considerable interest in large language models: machine learning systems which produce human-like text and dialogue. Applications of...
Lars Grammel on Twitter / X
Finally - almost 5 months of work, our biggest release so far.Completely revamped, type-safe AI chat is a game changer imo. I don't know any other framework that has full stack support for this. Hope it will enable you to build the next generation of AI applications. https://t.co/BYM4HIuNAr— Lars Grammel (@lgrammel) July 31, 2025
Here’s How Gen Z and Gen Alpha Are Actually Using ChatGPT at School
Use of AI for schoolwork is on the rise.

The Unpredictable Abilities Emerging From Large AI Models | Quanta Magazine
Large language models like ChatGPT are now big enough that they’ve started to display startling, unpredictable behaviors.

ChatGPT talks too much and it’s ruining learning
How the UX of AI chat can hijack our brains to compromise learning in schools and beyond

Why Chatbots Are Not the Future of Interfaces
Unfortunately for the countless hapless people I've talked to in the past few months, this was inexorable. Ever since ChatGPT exploded in popularity, my inner designer has been bursting at the seams.
Three Inverse Laws of AI - Susam Pal
Since the launch of ChatGPT in November 2022, generative artificial intelligence (AI) chatbot services have become increasingly sophisticated and popular. These systems are now embedded in search engines, software development tools as well as office software. For many people, they have quickly become part of everyday computing.
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…

The path to ubiquitous AI | Taalas
By Ljubisa Bajic Many believe AI is the real deal. In narrow domains, it already surpasses human performance. Used well, it is an unprecedented amplifier of human ingenuity and productivity. Its widespread adoption is hindered by two key barriers: high latency and astronomical cost. Interactions with language models lag far...

ChatGPT, Other Chatbots Approved for Official Use in the Senate
New guidelines said Senate aides could use A.I. tools for official work, including research, drafting and editing documents, and preparing briefings and talking points for lawmakers.
