Learning aids
The frontier, distilled.
Stanford's CS 153: Frontier Systems put the people building modern AI in one room, from Satya Nadella and Sam Altman to Jensen Huang. We watched all 13 guest lectures and turned each one into a short study guide: the big idea, the specifics, a few quotes, and a diagram. Free to read, made to teach from.
Lecture 1 · Satya Nadella
Building the Frontier Ecosystem
How Microsoft is building an AI ecosystem where every company keeps its own IP.
Read the notesLecture 2 · Sam Altman
Scale, AGI, and the Future of Everything
Why scaling keeps paying off, how ChatGPT happened by accident, and where AI goes next.
Read the notesLecture 3 · Joe Sullivan
The Road Ahead: Resilience Required
A convicted-then-vindicated security chief on why transparency and personal resilience decide who survives a crisis.
Read the notesLecture 4 · Amin Vahdat
The Discipline of Delivering Value per Gigawatt
Why the real AI infrastructure metric is value delivered per gigawatt, not raw capacity.
Read the notesLecture 5 · Garry Tan & Diana Hu
The AI-Native Company: How One Founder Becomes a 1000x Engineer
How a single founder plus AI agents now does the work of a whole company.
Read the notesLecture 6 · Jensen Huang
The Compute Behind Intelligence
Why co-designing the whole system, not just the chip, made AI compute a million times cheaper.
Read the notesLecture 7 · Scott Nolan
Energy Bottlenecks
Energy, not chips, is the real constraint on AI, and it traces down to uranium enrichment.
Read the notesLecture 8 · Ben Horowitz
Venture Capital Systems & Network Effects
How a16z redesigned venture capital as a network, and what stays defensible when AI erases old moats.
Read the notesLecture 9 · Nikhyl Singhal
Product Management in the AI Era
Why the info-mover PM is dying and the hands-on product builder is booming.
Read the notesLecture 10 · Amit Jain
Unified Intelligence Systems
One transformer that understands and generates text, image, video, and audio together.
Read the notesLecture 11 · Andreas Blattmann
Visual Intelligence
Why image and video generation, not language, is the foundation of real machine intelligence.
Read the notesLecture 12 · Mati Staniszewski
The Future of Voice Systems
How ElevenLabs became a frontier audio lab by fixing one modality: voice.
Read the notesLecture 13 · Anjney Midha
Frontier Systems
The AI economy is a full stack, and its two live bottlenecks are context and compute.
Read the notesWant to actually build with this?
Reading about the frontier is one thing. Our drop-in sessions are free, in the open, and genuinely beginner-friendly. Bring a laptop and an idea.
Come to a sessionNotes distilled by Oslo Vibe Coding from the public Stanford CS 153lectures. Every quote and figure is the speaker's own. The papers behind the course →