Plus: the RAG debugging split most teams skip entirely!Good morning, AI enthusiasts!Your next AI system is probably too complicated, and you haven’t even built it yet. This week, we co-published a piece with Paul Iusztin that gives you a mental model f…
Also, Cohere Transcribe, Sora cancelled, TRIBE v2, and more!What happened this week in AI by LouieReal-time speech AI has been progressing quietly for the past year, but the past few weeks have delivered enough to warrant a dedicated look. Google relea…
Harness engineering, agent architectures, and our AI engineering cheatsheet.Good morning, AI enthusiasts,Most teams aren’t stuck on prompts anymore. They’re stuck on everything around them: how to structure systems, route decisions, and make outputs re…
The exact markdown files we use for writing, coding, and building agents at Towards AIGood morning, AI enthusiasts!Louis here from Towards AI, where we have spent years building LLM systems with one goal: sharing what we build and, more importantly, wh…
Source: Image by Greg Daines on UnsplashEvery AI-generated PR on our team passes CI on the first try.That should be reassuring. It isn’t.I recently saw it play out on an ambitious AI-powered sales platform I consulted on. The platform comprised several…
Understanding what actually changes a model, plus SVD, LeJEPA, MCP scaling, and CLIP search.Good morning, AI enthusiasts,A lot of AI conversations right now blur together very different ideas: prompting, retrieval, retraining, embeddings, and represent…