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AI models are powerful, but are they biologically plausible?

Researchers hypothesize that a powerful type of AI model known as a transformer could be implemented in the brain through networks of neuron and astrocyte cells. The work could offer insights into how the brain works and help scientists understand why transformers are so effective at machine-learning tasks.
United States Konstantinos Michmizos Kseniav Kastanenka Dmitry Krotov Leo Kozachkov Research Institute
Source: mit.edu

Solving a machine-learning mystery

MIT researchers have explained how large language models like GPT-3 are able to learn new tasks without updating their parameters, despite not being trained to perform those tasks. They found that these large language models write smaller linear models inside their hidden layers, which the large models can train to complete a new task using simple learning algorithms.
Danny Zhou Tengyu Ma Jacob Andreas Mike Lewis Dale Schuurmans Artificial Intelligence Laboratory
Source: mit.edu

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