21 Apr, 2026
9 mins read

The Exactly as Designed. The Answer Was Still Wrong.

A critical vulnerability in Retrieval-Augmented Generation (RAG) systems, often overlooked in standard performance evaluations, has been brought to light through a reproducible demonstration. The core issue lies not in the retrieval of relevant documents, but in the subsequent assembly and processing of that information, a phase where conflicting data can lead to confidently incorrect answers […]

9 mins read

Automating the Wrong Things: The Critical Distinction Between "Getting Through" and "Doing" Work in the Age of AI

The relentless march of technological advancement, particularly in the realm of artificial intelligence (AI), presents a profound challenge to how we conceptualize and execute our professional lives. While the allure of automation promises unprecedented efficiency and productivity, a crucial distinction emerges: the difference between tasks that simply need to be "gotten through" and those that […]