# Compact Reasoning Kernel **Entity class:** Model-architecture concept **Domain:** Artificial intelligence / Reasoning **Maturity:** Developed ## Definition A compact reasoning kernel is a proposed small model component that performs general inference while relying on external systems for much of its factual memory. ## Mechanism and significance The broadcast questions whether reasoning can be separated cleanly from learned world structure, since creative inference often depends on concepts embedded in model weights. ## Relationships - **Research dossier:** [[research/ASI and RSI Timeline Research Moonshots|ASI and RSI Timeline Research Moonshots]] - **Ontology route:** [[ASI and RSI Timeline Ontology#Model Architecture and Compute Economics|Model Architecture and Compute Economics]] - **Primary fields:** [[Machine Intelligence]] · [[AI Infrastructure]] · [[Compute Race]] - **Adjacent concepts:** [[NanoGPT Speedrun]] · [[Algorithmic Improvement Without Data Scaling]] · [[Externalized Model Knowledge]] · [[Knowledge Embedded in Model Weights]] ## Sources and provenance - [[research/ASI and RSI Timeline Research Moonshots|ASI and RSI Timeline Research Moonshots]] — immediate source for this node's role in the broadcast research map. ## Evidence boundary The research dossier establishes why this entity or concept belongs in the Moonshots ontology. Time-sensitive organizational, product, policy, and performance claims should be checked against the linked primary source or a current authoritative source before reuse as settled fact.