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Do Transformers Need Three Projections? QKV Variants Explained
A deep, practical exploration of why transformers use Query, Key, Value projections, what happens when you change them, and how alternative QKV designs trade off expressivity, efficiency, and stability in modern models.
US Warns of Anti‑Tech Extremism as AI Hatred Grows
U.S. law enforcement is increasingly framing hostility toward technology and artificial intelligence as a new form of extremism, blending online radicalization, targeted attacks and political protest. This article explains what 'anti‑tech extremism' looks like, why it is rising, how authorities and companies are responding, and what communities can do to reduce risks while protecting civil liberties.
When Schoolboys Date Chatbots: The Rise of AI Girlfriends
A deep feature on how AI companions—often marketed as 'girlfriends'—are being adopted by boys as young as 12, and what this means for adolescent development, gender attitudes, school life and tech responsibility.
Valorant Vanguard Update Bricked Cheaters' PCs — $6K Paperweight
A controversial Vanguard anti-cheat update for Valorant was blamed for rendering some users' machines unusable, sparking debate about kernel-level security, user risk, and how game companies balance fairness with system safety.
Plex Lifetime Pass Jumps to $749.99 in July 2026 — What to Do
Plex is tripling the price of its Lifetime Plex Pass to $749.99 beginning July 2026; this article explains why, who is affected, what options exist, and practical steps users should take before the change. It includes a cost-benefit framework, alternatives, and an action plan for managing your media library and subscription choices.
Solarpunk Cities: Designing Sustainable Urban Futures
Solarpunk offers a practical, optimistic blueprint for cities that combine high-tech systems with abundant green infrastructure and community-led governance. This long-form feature examines design principles, real-world strategies, retrofit pathways, and policy moves that can turn solarpunk visions into livable urban reality.