LLM Evals Framework That Predicts ROI: A Step-by-Step Guide

Why LLM Evaluation Methods Fail When Models Enter New Capability Regimes

The article argues that current evaluation methods for LLMs are fundamentally flawed because they assume future models will be incremental i

Can LLMs Actually Judge Web Development Quality? Spoiler: Not Really

Better Experiments with LLM Evals — A funnel, not a fork

Why Average LLM Use Is Likely Destroying Value in Software Development

The author argues that, contrary to prevailing hype, the average use of Large Language Models (LLMs) is likely destroying value rather than

Why Treating LLMs as Black-Box Problem Solvers Fails: Lessons from Processing 100 Compliance PDFs

The article discusses the author's experience transforming 100 messy compliance PDFs into structured JSON rules. It critiques the common app

Beyond ROI: Rethinking Marketing's Most Important Returns

This article challenges the marketing industry's singular focus on ROI (Return on Investment) as the primary metric for measuring success. T