AI
Insights into the development and future of AI
·9 min
Avagen: How Per-User Model Fine-Tuning Makes AI Avatars Actually Look Like You
Avagen takes a different approach to AI avatars — instead of zero-shot embedding, it fine-tunes the entire model for every user. The result is photo and video avatars with a level of realism most tools can't match.

·11 min
BeatFusion 2.0: How We Built an AI That Composes Full Songs from Lyrics
BeatFusion 2.0 generates complete, broadcast-ready songs — vocals, instrumentation, mixing — from a text prompt. Here's what changed, what it means for creators, and how the architecture works.
