6 episodes · 6 with audio
Agentic Coding Capability Course — Adhoc
Off-cycle deep-dive episodes outside the topic-numbered curriculum.
Audio · William Liu
Technical podcasts.
Conversational deep-dives on language-model architecture, training, and scaling — with concrete examples and practical engineering takeaways.
59 episodes · 59 with audio
Agentic Coding Capability: From Coding Models to Coding Agents
The series overview lays out the shared mental models and expert disagreements that recur throughout the podcast.
45 episodes · 45 with audio
Mastering Language Models: From Architecture to Optimization
Maya and Leo open the series with the map: seven stops from the Transformer blueprint to the machinery under massive models, anchored by a three-person startup building an insurance-claims assistant on eight GPUs. They lay out the mental models every LLM expert shares — trust curves, find the bottleneck, separate capability from behavior — then stage the field's cleanest fight on air: bigger models versus more data, from OpenAI's 2020 scaling curves to Chinchilla's flip to the serving-cost era that ran past both camps. Plus trailers for the live attention debate and the alignment fight to come.