The UK AI Strategy: are we listening to the experts?

The emerging UK National AI Strategy is out of step with the needs of the nation’s technical community and, as it stands, is unlikely to result in a well-functioning AI industry. The Data Science &… Read more

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AI and Efficiency

We’re releasing an analysis showing that since 2012 the amount of compute needed to train a neural net to the same performance on ImageNet classification has been decreasing by a factor of 2 every 16 months. Compared to 2012, it now takes 44 times less co... (more…)

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The Shift from Models to Compound AI Systems

AI caught everyone’s attention in 2023 with Large Language Models (LLMs) that can be instructed to perform general tasks, such as translation or coding, just by prompting. This naturally led to an intense focus on models as the primary ingredient in AI ap... (more…)

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