# Andrej Karpathy **Entity class:** Person **Domain:** Artificial intelligence / Language models / Education **Maturity:** Developed ## Definition Andrej Karpathy is an artificial-intelligence researcher, engineer, educator, and software author known for work on deep learning, computer vision, autonomous vehicles, and unusually legible implementations of language-model training. ## Mechanism and significance Projects such as NanoGPT and nanochat make the training and operation of GPT-style systems inspectable at a scale that supports education, benchmarking, and rapid algorithmic experimentation. This work helps convert frontier-model abstractions into systems that technically capable individuals can understand, reproduce, and modify. ## 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]] - **Software:** [[NanoGPT]] · [[nanochat]] - **Research context:** [[NanoGPT Speedrun]] · [[Algorithmic Improvement Without Data Scaling]] · [[Cost-Performance Frontier]] · [[Machine Intelligence]] ## Sources and provenance - [[research/ASI and RSI Timeline Research Moonshots|ASI and RSI Timeline Research Moonshots]] — immediate source for this person's role in the broadcast research map. - [Andrej Karpathy's GitHub profile](https://github.com/karpathy) — primary software and authorship record. ## Evidence boundary The research dossier establishes why Karpathy belongs in the Moonshots ontology. Time-sensitive affiliations, benchmark results, and project status should be checked against his current primary materials before reuse as settled fact.