Highest-signal AI content from the last 48 hours
Hallucination Is a Property of Deployment, Not of Language ModelsHallucination is not a defect. It is the predictable output of a training regime built to reward fluency over accur...
If you're anything like me, you think vibe coding is the most overhyped term in software development...
A production-grade RAG pipeline with evaluation, experiment tracking, and zero cloud cost. All running on an M1 Mac.
Learn words in context with AI Discussion | Link
Pydantic and JSON-schema guarantee the shape of a tool call. They say nothing about whether it was...
Model routing is only useful in production if developers can inspect, replay, and override the tradeoffs behind it. That makes explainability a gateway problem, not just a router p...
Most voice AI tutorials end at "call the ElevenLabs API." That's not a platform. That's a demo that...
Every guide says agents need MCP. My self-hosted stack runs on direct API calls. The real decision has two gates: relevance and worth.
An AI agent that can only read your store is a dashboard. One that can write is useful — and dangerous. The five guardrails that let me ship writes without losing sleep.
DEV.to Article: How I Built an FTIR Analysis Platform with Claude Title: How I Built an...
We all know the feeling. Exams are approaching, notes are scattered across PDFs, handwritten...
Latest audio model for live speech-to-speech translation Discussion | Link
Grab a refreshing slice of cold watermelon (because it’s summer in Tokyo and I love it!), and let me...
In my last post I argued for resolving before you fetch: use the doc manifest to figure out which 50...
Here's a problem that sounds trivial until you've felt it at scale: you publish a documentation page,...
A Level 5 Engineer — Issue #5 Preface I want to be upfront about something before we get...
ChatGPT may be about to get its biggest overhaul ever. OpenAI is reportedly turning it from a simple chatbot into a full AI super ...
#DENIMS: The Unhinged #Lego #AI Videos That Got Me Put on the #News #yt #IranLego https://www.youtube.com/watch?v=HOHXbmmM1Ck
Congress just proposed the first US federal AI law — and there is one term inside it that decides which AI tools get regulated and ...
The most dangerous move on a regulated fintech system? Assuming you understand it before you actually...
A Level 5 Engineer — Issue #4 Preface I want to be upfront about something before we...
Other people: Let’s one-shot entire 3D games. Me: Let’s do some new roleplay. Anyway, #Claude Fable 5 is nice. I can tell it’s definitely a step up from Opus. I’ll spend the next f...
After every coding session I run a 4-agent parallel audit on the diff I just shipped. A recent...