NCP-ArchPreview: Latent Space Modeling via Next Concept Prediction
September 8, 2026
NCP-ArchPreview introduces Next Concept Prediction (NCP) alongside standard next-token prediction, using an 8.9B parameter architecture. The model builds a product-quantized concept vocabulary from hidden states to predict multi-token concepts during autoregressive generation.
HOW THIS AFFECTS YOU
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researcherThis moves beyond token-level objectives toward hierarchical latent space modeling.