📰 Medium · Machine Learning

If you’ve trained reinforcement learning models for code generation, you’ve probably used pass rate as the reward. Continue reading on Medium »

The AI Rulebook Is Here — And It’s Not What You Expected 10 rules. Continue reading on Medium »

A practical look at what it really takes to go from “AI user” to “AI builder” — and why most learning paths quietly set you up to fail. Continue reading on Medi

Imagine a thermostat that has to decide, right now, whether to turn the heating on. A simple version just checks the current temperature… Continue reading on Me

What Jensen Huang’s open-weights letter and Kimi K3 taught me about who actually gets to build with AI Continue reading on Medium »

It's not confused — it's out of space. Here's how AI's working memory actually works. Continue reading on Medium »

AI Is Growing Up. It’s Time Our Engineering Practices Did Too! Continue reading on Women in Technology »

Some of the most useful predictions in machine learning come from a model that does no real math at all, it just remembers everything and… Continue reading on M

By 1979, Artificial Intelligence began to splinter. It was no longer just about writing code to solve logic puzzles. A “triad of maturity”… Continue reading on

AI Systems Architecture in the Wild | Phase 1: Data Problems in AI Systems Continue reading on Medium »

Understanding Your Data Before Making Decisions Continue reading on Medium »

Turn raw audio features into smart, mood-based playlists with the SoundNet Track Analysis API. Continue reading on Medium »

Modern AI has become a part of our everyday lives. From face recognition and self-driving cars to LLMs and medical diagnosis, many of… Continue reading on Mediu

The most important AI paper of the last decade wasn’t just a research breakthrough — it was the foundation for an entirely new generation… Continue reading on M

ROC-AUC vs Precision-Recall AUC: Which One Should You Use and When? Continue reading on Medium »

You have two exports: `orders.csv` and `customers.csv`. Someone needs sales totals by country, completed orders only. It’s a five-minute… Continue reading on Me

By the end of this article, it will be clear that: Continue reading on Medium »

Imagine you are building a machine learning model for a food delivery app. The goal is to predict how long an order will take to arrive. Continue reading on Med

“ChatGPT can answer questions. But can it independently research a topic, write production-ready code, debug failures, schedule meetings… Continue reading on Me

A practical, no-fluff guide to two of the most confused concepts in machine learning — and how to know which one your project actually… Continue reading on Medi

A complete breakdown of Real-Time, Serverless, Asynchronous, and Batch Transform inference — and how to decide which one fits your… Continue reading on Medium »

What is the Hierarchical Reasoning Model (HRM)? Continue reading on Medium »

By Kelly Lee Allen Continue reading on Medium »

This entry is part of our Meet the Fellow blog series, which introduces and highlights incoming Faculty Fellows at CDS. Continue reading on Medium »