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global supply chain logistics. While ML has the potential to transform both applied large-scale optimization and theoretical combinatorial optimization, algorithmic reasoning remains a significant
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Models, Stanford Data Science, and CSLI. About the Stanford Digital Economy Lab: We bring together an interdisciplinary group of passionate researchers to study how digital technologies are transforming
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well as (ii) how this game-creation experience affects children's own learning compared to playing existing games. This research will capture how young children interact with AI tools that transform their ideas
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, parameter-efficient fine-tuning methods such as LoRA and adapter-based tuning, and retrieval-augmented generation (RAG) approaches. Familiarity with LLM architectures (e.g., GPT, BERT, T5), Transformer-based
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ecosystem service flows to specific socio-economic indicators of impact and specific beneficiaries, through to identifying how/which such indicators are most likely to drive transformation in and document