FYP Engine v0.2.0 & Playlists

Intelligence, upgraded. v0.7.0delivers the second major iteration of our recommendation engine alongside fully functional playlists. The brain behind Lernex just got significantly smarter, and you're about to feel the difference.

FYP Engine v0.2.0: A Smarter Teacher

The For You Page is where learning happens, and FYP Engine v0.2.0represents a complete reimagining of how recommendations work. This isn't incremental—it's a fundamental rethinking of personalized education.

The result? A feed that feels less like an algorithm and more like a great teacher who knows exactly what you need next—challenging enough to grow, approachable enough to succeed.

Playlists: From Vision to Reality

Remember when playlists were just a promise? They're now fully functional. The Playlists page is live, letting you:

• Create — Build custom playlists from lessons you encounter
• Manage — View and organize all playlists in one place
• Track — Monitor progress through curated learning paths
• Share — Playlist sharing coming soon

This is the foundation for a feature that will become central to how people use Lernex. More capabilities are coming in future releases.

Powered by Grok 4 Fast

Under the hood, level map generation now runs on Grok 4 Fast—a newer, more capable model that produces:

Level maps are the backbone of personalized learning. They define how concepts connect and what order makes sense for you. Grok 4 Fast generates maps that feel genuinely intuitive.

Formatting Engine Polish

The Formatting Engine—which transforms AI output into beautiful, readable lessons—has received several refinements:

• Complex lists — Better handling of nested structures
• Code blocks — Improved syntax highlighting
• Transitions — Smoother flow between content types
• Typography — More consistent spacing and sizing

Bug Fixes

Stability improvements for the playlist experience:

• Fixed edge cases in playlist error handling
• Resolved empty playlist save issues
• Improved duplicate lesson detection
• Enhanced error messages for debugging

Experience the smarter FYP yourself. Jump into your feed and notice how the recommendations have evolved. Then create your first playlist.

Smarter learning, realized.
— The Lernex Team