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One of our goals was to train a model that performs well across general vision-language tasks, while excelling at mathematical and scientific reasoning and computer-use scenarios. How to structure datasets for generalizable reasoning remains an open question—particularly because the relationship between data scale and reasoning performance can lead to starkly different design decisions, such as training a single model on a large dataset versus multiple specialized models with targeted post-training.
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Just take a look at the corner of an intersection in northeast Los Angeles, where a historic cinema has become the life of the neighborhood in recent years. In 2023, the site opened as a new location of Vidiots, a non-profit that is part video rental store, movie theater, and community gathering place. When Robbie McCluskey, director of the video store and the non-profit’s volunteer program, started working at Vidiots in 2013, the average renter was 50 or over. Now, he says, the store is swarmed by people in their mid-to-late 20s.