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The first RAG pipeline everyone builds is the same: chunk the docs, embed them, retrieve the top few by cosine similarity, stuff them in the prompt, let the model answer. It demos beautifully. The answers sound right. You ship it.
Comments debate how AI should update learned rules Have you ever told your AI agent something important, only to realize a few conversations later that it had forgotten everything? So you tell it again. And again. A few months ago,…
Disclosure: I'm the developer of Mealumo, the iOS app this post is about. This is a write-up of the design decisions behind it, not a review. The link is at the end. If you think we got a tradeoff wrong,…
“I wonder if I can get ChatGPT to check the delivery slips and invoices I do every month?” I thought, and decided to give it a try. The first thing I wanted to know was, can ChatGPT even read actual delivery…
Rocio Saborido teaches at Oceanside High. Credit: Debbie Egan-Chin Oceanside High School math teacher Rocio Saborido has seen students struggle to grasp math concepts such as half-life and exponential functions. So she developed a lesson that makes these concepts easier…
Verdict: Ship. If you're running any local 27B-class workload today, this replaces your full-precision deployment. Requires CUDA or MLX support. Available under Apache 2.0. Xiaomi's MiMo V2.6 family—Pro (42B activated), Flash (15B activated), and UltraSpeed—lands on Vercel AI Gateway with 1M token context…
This week's releases cluster around a clear theme: reducing the infrastructure surface area developers have to manage. Vercel made a serious push to own the full-stack Python deployment story, two new reasoning models landed with zero-friction access paths, and FLUX.
A browser audio interface has to communicate several different states: permission has not been requested, recording is active, audio is ready, a request is running, and a result is available. Treating all of these as one “Search” button makes failures…
The other day, I saw a post on X to the effect that when an AI was made to solve Japanese language problems, the results were disastrous. What caught my attention after seeing this was which AI was used, what…
The material moves from the scene where the big data era is about to arrive to the revolution in measurement. This book gives a name to the idea of entrusting decision-making to data and analysis, and re-examines its premises. In…