Why it matters

Transformer math is unified system. Whole-system understanding wins.

Advertisement

The architecture

Attention + tokens + scaling + alignment + inference.

Unified system.

Transformer math big pictureAttention + tokensinput sideScaling + alignmenttrainingInference mathservingUnified view drives better decisions; every layer connects to others
Transformer math big picture.
Advertisement

How it works end to end

Unified view.

Every layer connects.

Research + eng blend.