Published Jun 18, 2026, 6:00 PM EDT Abhinav pivoted from a career in banking to pursue his first love in writing. Even while working full-time, he continued contributing as an editor-at-large, a role he has held for more than 7 years. A lifelong tech enthusiast who has built three gaming and productivity powerhouse PCs since 2018, his passion for technology keeps him closely following the semiconductor industry, from NVIDIA and AMD to ARM. His MSc dissertation explored how artificial intelligence will reshape the future of work, reflecting his curiosity about the wider social impact of emerging technologies. One of the things that I enjoy the most about running local AI models is the sense of ownership that comes with them. They're private, efficient, and becoming increasingly capable iteration after iteration while hardware requirements continue to become more modest over time. But after spending a few months with Gemma 4, I ran into a problem that needed to be addressed if I wanted to rely on it at all.…