AI companion robots shifted noticeably at CES 2026, moving from utility devices (reminders, scheduling, basic assistance) toward products explicitly designed around emotional support and combating loneliness. Generative AI is what makes this shift possible — instead of a fixed set of canned responses, these devices generate contextual, personality-consistent interaction in real time. Here’s what’s actually …

Emotional Support for Companion Robots: A New Frontier for Generative AI Read More »

“Noise” in AI isn’t a bug to eliminate — it’s a tool used deliberately across some of the field’s most important techniques, and a problem to manage carefully in others. The confusion usually comes from the word covering several distinct concepts. Here’s what noise actually means in each context where it matters. Noise as a …

Unraveling the Mystery of Noise in Artificial Intelligence Read More »

AI ethicist roles have grown from a niche academic specialty into real positions at tech companies, consultancies, and regulatory bodies — but the path into the field is genuinely interdisciplinary, and there’s no single standard degree or credential that defines it. What the Role Actually Involves Bias and fairness auditing — evaluating AI systems for …

A Guide to Becoming an AI Ethicist: Navigating the Intersection of Technology and Morality Read More »

Educational robots for young children work through physical manipulation, not screens — sensory feedback from moving a robot and sequencing its actions helps kids build computational thinking before they’re ready for abstract programming concepts. Here’s what actually works at each age range, and where the technology is heading. Why Physical Robots Work Differently Than Apps …

Unlocking the Potential of Educational Robots in Early Childhood Education Read More »