Llms
2 articles
Product & Engineering
Choosing Between General-Purpose LLMs and Specialized Research Platforms: A Product Leader's Framework for AI in UX Research
Product leaders must strategically choose between general-purpose LLMs for flexible UX research planning and specialized AI platforms for rigorous, traceable analysis. This guide provides a decision framework, rigor considerations, and an implementation plan to ensure AI enhances research quality and strategic impact.
Marek Kowalski·October 30, 2026
Leadership & Culture
AI feedback loops are reshaping the digital landscape
A recent study revealed a troubling phenomenon: large language models (LLMs) trained on AI-generated text suffer "model collapse," their performance degrading significantly over generations, according
Amir Fakhoury·June 23, 2026