Can Large-Language Models Help us Better Understand and …

Oct 30, 2024 · Computing systems are consuming an increasing and unsustainable fraction of society's energy footprint, notably in data centers. Meanwhile, energy-efficient software engineering techniques are often absent from undergraduate curricula. We propose to develop …

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Are large language models useful?

Open Mind (2024) 8: 1058–1083. Researchers have recently argued that the capabilities of Large Language Models (LLMs) can provide new insights into longstanding debates about the role of learning and/or innateness in the development and evolution of human language. ...

Are large language models conscious?

Overall, I don’t think there’s strong evidence that current large language models are conscious. Still, their impressive general abilities give at least some limited reason to take the hypothesis seriously. That’s enough to lead us to considering the strongest reasons against consciousness in LLMs. III. ...

What is a large language model?

For Belkin, large language models are a whole new mystery. These models are based on transformers, a type of neural network that is good at processing sequences of data, like words in sentences. There’s a lot of complexity inside transformers, says Belkin. ...

Why are language models important?

Language models display remarkable conversational abilities. Many current systems are optimized for dialogue, and often give the appearance of coherent thinking and reasoning. They’re especially good at giving reasons and explanations, a capacity often regarded as a hallmark of intelligence. ...

Can large language models provide insights into human linguistic cognition?

Recent work has argued that large language models’ (LLMs) impressive ability to generate text (or its specific mistakes or limitations) can provide insights into how human linguistic cognition works. ...

Are large language models transforming collective intelligence?

Large language models, however, are transforming how information is aggregated, accessed and transmitted online. Here we focus on the unique opportunities and challenges this transformation poses for collective intelligence. ...