One researcher published the 'System 1 AI' idea in 2025; a frontier lab shipped it as new in 2026

A 2025 solo-author paper on non-generative decision models, a 2026 frontier-lab launch that looks a lot like it, and what these fast, non-autoregressive models can and can't actually do.

Struggling with AI and Software? Here is my new book available for purchase on mythicaltokenmonth.com

Come have a chat on our Discord Channel: 
discord.gg/4UNKGf3

Buy me a coffee
ko-fi.com/datascience

Check my company Amethix Technologies amethix.com

References

typesafe.ai
arxiv.org/pdf/2503.23303
huggingface.co/spaces/convaiinnovations/laya-demo

✨ Connect with us!
Personal newsletter: defragzone.substack.com
📩 Newsletter: datascienceathome.substack.com
🎙 Podcast: Available on Spotify, Apple Podcasts, and more.
🐦 Twitter: @DataScienceAtHome
📘 LinkedIn: linkedin.com/in/fragadaleta
Instagram: instagram.com/datascienceathome
Facebook: facebook.com/datascienceAH
LinkedIn: linkedin.com/company/data-science-at-home-podcast

NEW TO DATA SCIENCE AT HOME?
Welcome! Data Science at Home explores the latest in AI, data science, and machine learning. Whether you’re a data professional, tech enthusiast, or just curious about the field, our podcast delivers insights, interviews, and discussions. Learn more at datascienceathome.com

SEND US MAIL!
We love hearing from you! Send us mail at:
hello@datascienceathome.com
Don’t forget to like, subscribe, and hit the 🔔 for updates on the latest in AI and data science!