I have spent much of my work evaluating how emerging AI systems behave once they…

Introduction i have spent the last few years evaluating robotic systems that promised intelligence but…

Introduction i have spent the past few years tracking how separate AI capabilities quietly merged…

Introduction i have spent the last year testing consumer desktops that promise “AI readiness,” and…

Introduction i have spent the last few years evaluating emerging AI tools not by how…

Introduction i have watched AI systems move steadily closer to the physical world. Edge AI…

Introduction I have spent the last few years closely observing how AI systems move from…

Introduction I approach this topic with caution shaped by years of evaluating model claims against…

Introduction i first encountered multimodal systems not through polished demos but inside messy prototypes where…

When I first encountered undesser.ai in an online forum discussing artificial intelligence tools, what struck…