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Is the AI Singularity Already Here?
The singularity may not arrive as a single event. It may arrive gradually through evaluation loops and systems that improve themselves. AI tutoring could be where this becomes visible first.

Marvely 2.5: Hyper-Personalized AI, Smarter Feedback, and Blazing Global Performance
Marvely 2.5 introduces data-driven AI lesson plans, Marvely Words vocabulary, upgraded exam feedback, and sub-second global performance in a major platform update.

Architecting for Global Scale: How Marvely Delivers Sub-Second Cold Starts Worldwide
How we engineered a globally distributed Edge Caching layer using deterministic, versioned blob URLs to slash TTFB and deliver sub-second cold starts anywhere in the world.