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Build an AI Data Analyst That Thinks Like a Senior Analyst

Build an AI Data Analyst That Thinks Like a Senior Analyst

Ask a chatbot “which promotion should we run more of,” and it answers in one breath. It picks a number,…
7 Approaches to Efficient LLM Training on Limited Hardware

7 Approaches to Efficient LLM Training on Limited Hardware

Scaling laws dictate that pre-training or full fine-tuning of multi-billion parameter foundation models requires clusters of H100s tied together by…
From RAG to Agentic AI: Building the Next Generation of Intelligent Enterprise Systems

From RAG to Agentic AI: Building the Next Generation of Intelligent Enterprise Systems

The Problem With “Just RAG” Retrieval-Augmented Generation changed the game for enterprise AI. Instead of hoping a large language model…
The lasers in Clash of the Titans

The lasers in Clash of the Titans

I found out recently that lasers made a cameo in the 1981 film Clash of the Titans – as the…
Switchyard: NVIDIA’s Open Source Routing Library

Switchyard: NVIDIA’s Open Source Routing Library

Most production AI agents still send every LLM call to the same expensive frontier model. Classification steps, simple tool calls,…
5 Free LLM API Providers You Can Use in 2026

5 Free LLM API Providers You Can Use in 2026

You do not need to pay for LLM inference just to start building AI applications. Several providers now offer genuine…
what’s with all the lasers?

what’s with all the lasers?

Bonus post and secret update for supporters: what’s with all the lasers? …
I Asked ChatGPT to Analyze 3 Datasets. It Made the Same Mistakes Every Time

I Asked ChatGPT to Analyze 3 Datasets. It Made the Same Mistakes Every Time

We ran an experiment: three small datasets, one AI model, and the questions a business team asks in a normal…
Quantifying User Behavior Patterns to Build Better Predictive Features

Quantifying User Behavior Patterns to Build Better Predictive Features

The Problem With Static User Profiles Traditional models treat users as fixed entities, reducing complex decision-makers to demographics and aggregate…
This Python Library Can Run Pandas Workloads Up to 20x Faster

This Python Library Can Run Pandas Workloads Up to 20x Faster

Pandas is usually the first library I reach for when working with tabular data in Python. It is simple to…
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