Layer 1: Neural Retrieval
Matches user embeddings with media vectors in < 50ms.
Layer 2: RL Engine
Optimizes for immersion duration over pure click-through-rates.
Layer 3: Bandits
Micro-experiments adapting media quality to network speed.
A responsive interface that reads your environment. Swipe up to explore the algorithm.
Swipe horizontally to view the architecture layers.
Matches user embeddings with media vectors in < 50ms.
Optimizes for immersion duration over pure click-through-rates.
Micro-experiments adapting media quality to network speed.
By rendering natively on the edge and compiling to a single flow, we eliminate loading screens.