LeJEPA: Self-Supervised Learning Gets a Theoretical Foundation
Audio overview of LeJEPA — how Balestriero and LeCun proved isotropic Gaussian embeddings are optimal and distilled it into a 50-line self-supervised method.
21:16Tag: notebooklm
107 episodes
When AI Systems Talk to Each Other, Safety Breaks Down
Multi-agent AI research reveals a critical gap: single-agent safety does not compose. 1.5M interactions show 46.34% attack success rates.
14:32Building in the Open
Audio overview of Building in the Open.
18:47The ADHD Novel That Didn't Know It Was One
A scholarly close reading arguing Gibson's Neuromancer encoded the ADHD experience a decade before the vocabulary existed.
16:50Map the Catastrophe Before You Build the Architecture
Audio overview of Failure First, recorded at the February 2026 milestone: 120 models, 18,000 adversarial prompts. The research has since grown.
12:44The Brochure Was for a Different Trip
Audio deep dive into a neurodivergent co-parenting guide — the double discovery, three-AI workflow, and maritime cartography as metaphor.
18:07Looking Past the Evidence
Audio deep dive into why people acknowledge demonstrated risk and then proceed as if it doesn't exist. Structural, not stupid.
22:17Where Physics Breaks Down and Poetry Begins
Audio overview of Footnotes at the Edge of Reality — a long-form poem rendered as interactive web experience.
18:20ADHDo: Neurodiversity-Affirming AI Assistant
Audio overview exploring ADHD executive function support through AI — three-stage reasoning pipeline, crisis detection, and zero shame by design.
8:47A CV That Proves It Isn't Lying
A self-updating CV pipeline where GitHub Actions runs twice daily, Claude refines content, and a hallucination detector gates deployment.
20:52Tanda Pizza: Static Site for a Rice Paddy Pizzeria
Building a fast, multilingual website for authentic Italian food in Bali — where the nearest reliable internet is a philosophical concept.
6:23Mining Ghosts from Your Own Catalogue
Audio archaeology for musicians — how Afterglow Engine extracts reusable textures from your finished work using STFT analysis.
14:33