Large Language Models’ Emergent Abilities Are a Mirage

The original version of this story appeared in Quanta Magazine. Two years ago, in a project called the Beyond the Imitation Game benchmark, or BIG-bench, 450 researchers compiled a list of 204 tasks designed to test the capabilities of large language models, which power chatbots like ChatGPT. On most tasks, performance improved predictably and smoothly …

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Unreal Engine demoes film-quality visuals in real time

Skydance Media / Unreal Engine During the State of Unreal keynote held at GDC 2024, Unreal Engine revealed some interesting new developments that are coming in the next update of its graphics engine. Developers will now be able to create authentic, highly dense environments and character details in real time in a way that just …

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How machine learning might improve earthquake prediction

Instances of regular intervals between earthquakes of similar magnitudes have been noted in other places, including Hawaii, but these are the exception, not the rule. Far more often, recurrence intervals are given as averages with large margins of error. For areas prone to large earthquakes, these intervals can be on the scale of hundreds of …

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