News
I Replaced Vector DBs with Google’s Memory Agent Pattern for my notes in Obsidian
1+ day, 3+ hour ago (1581+ words) Persistent AI memory without embeddings, Pinecone, or a PhD in similarity search. This started because my Obsidian assistant kept getting amnesia. I didn't want to stand up Pinecone or Redis just so Claude could remember that Alice approved the Q3 budget…...
What Happens Now That AI is the First Analyst On Your Team?
3+ day, 4+ hour ago (814+ words) How I am adapting in my career in the age of AI, automation, and when everything moving faster than expected. This might be one of the most important phases of our careers. I am not saying this to be dramatic…...
How Can A Model 10,000× Smaller Outsmart ChatGPT?
3+ day, 2+ hour ago (1129+ words) Why thinking longer can matter more than being bigger But is this race for making bigger and bigger models blind us to a far more efficient path? What if actual intelligence isn't related to the size of the model, but…...
The Map of Meaning: How Embedding Models “Understand” Human Language
3+ day, 21+ hour ago (1129+ words) A Non-Technical Deep Dive into How AI Uses Digital Fingerprints to Organize the World's Information. If you work with Artificial Intelligence development, if you are studying, or planning to work with that technology, you certainly stumbled upon embedding models along…...
Building a Personal AI Agent in a couple of Hours
4+ day, 2+ hour ago (1485+ words) We are living in a Brave New World and prototyping just got fun I've been so surprised by how fast individual builders can now ship real and useful prototypes. Tools like Claude Code, Google AntiGravity, and the growing ecosystem around…...
Turning 127 Million Data Points Into an Industry Report
4+ day, 4+ hour ago (885+ words) What I learned about data wrangling, segmentation, and storytelling while building an application security report from'scratch I'm a Senior Technical PMM at Semgrep with a background in computer science, data science, and solutions engineering. I like building things. This project…...
How to Lie with Statistics with your Robot Best Friend
4+ day, 23+ hour ago (771+ words) What is p hacking, is it bad, and can you get AI to do it for you? To provide a brief introduction and some examples of real p-hacking methods, we introduce a paper "Big Little Lies" (Stefan and Sch'nbrodt, 2023) that…...
Why Data Scientists Should Care About Quantum Computing
5+ day, 3+ hour ago (758+ words) Sara A. Metwalli on the rise of a promising new technology, the effects of LLM on her writing, and more. In the Author Spotlight series, TDS Editors chat with members of our community about their career path in data science and…...
Google News
5+ day, 4+ hour ago (15+ words) Explainable AI in Production: A Neuro-Symbolic Model for Real-Time Fraud Detection'Towards Data Science...
Self-Healing Neural Networks in PyTorch: Fix Model Drift in Real Time Without Retraining
6+ day, 2+ hour ago (1683+ words) A PyTorch implementation of a self-correcting neural network that detects drift, injects weight updates, and recovers performance autonomously, without retraining or downtime. Your fraud model has been in production two months. Accuracy is 92.9%. Then transaction patterns shift quietly. By the…...