We are a CS research group at Stanford led by Professor Chris Ré. Machine learning is fundamentally changing the ways that people build and maintain software, and we’re interested in understanding those shifts and building the foundations for the next generation of machine learning systems.
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For the last two years , a line of work in our lab has been to increase sequence length. We thought longer sequences would enable a new era of machine learning foundation models: they could learn from longer contexts, multiple media sources, complex demonstrations, and more. All data ready and waiting to be learned…