







A free, online course taught by Lachlan Kermode and Erika Bussmann. Our next semester runs from March 27th to June 7th.
Fleetwood on Twitter / X
Studying continual learning at the moment, best papers thus far:https://t.co/Y9oXBAiyj2https://t.co/ByWlaF3ncnhttps://t.co/hG0XIzq6cHhttps://t.co/5VSEnBIkX2— Fleetwood (@fleetwood___) April 11, 2026
Math Academy Wants To Supercharge Your Learning
A review of the online learning program

Andrej Karpathy on Twitter / X
Personal update: I've joined Anthropic. I think the next few years at the frontier of LLMs will be especially formative. I am very excited to join the team here and get back to R&D. I remain deeply passionate about education and plan to resume my work on it in time.— Andrej Karpathy (@karpathy) May 19, 2026
Learn anything with the /teach skill
Introducing beginners to the mechanics of machine learning – Miriam Posner
Every year, I spend some time introducing students to the mechanics of machine learning with neural nets. I definitely don’t go into great depth; I usually only have one class for this. But I try to unpack at least some of the major concepts, so that ML isn’t quite such a black box.
Plex: 7 February 2024
Creating Safe Conversations at Cape Cod Institute; Neighborhood Economics Course at 12 Baskets; Books and NeoBooks; Doug Engelbart’s 100th year; Portrait of a First Truck; Flowers and Balloons; Meeting my death

bluesky-social/workshop-codespace
Workshops for learning atproto. Works as a Github Codespace or locally.
bluesky-social/workshop-codespace
Workshops for learning atproto. Works as a Github Codespace or locally.
Mathematics Course Frameworks | UT Dana Center
Innovative design principles and student learning outcomesAs part of the Charles A. Dana Center’s mission to reshape math education to meet students’ needs in our rapidly changing world, we have developed three new fourth-year math course frameworks. The design principles and student learning outcomes are intended to help educators develop engaging, rigorous courses for math pathways that extend from high school through higher education and into the workforce.

Karpathy's LLM Wiki: The Complete Guide to His Idea File
Karpathy's follow-up gist went viral. Complete breakdown with implementation examples.

MCP: What It Is and Why It Matters--Part 1
With the O’Reilly learning platform, you get the resources and guidance to keep your skills sharp and stay ahead. Try it free for up to 14 days.

We're in a strange situation rn where Google can train freely on books from university libraries—but researchers *at* universities have limited access. I'm optimistic this can be fixed, but if you're in admin or working at a foundation, please know: univs are failing here & resources are needed.