llms

What is prompt-engineering for artificial intelligence?

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What is prompt-engineering for artificial intelligence?

TRADITIONAL SOFTWARE responds predictably to instructions. “Generative” artificial-intelligence (AI) models, such as that used by ChatGPT, are different: they respond to requests written in everyday language, and can produce surprising results. On the face of it, writing effective prompts for AI is much simpler than, for example, mastering a programming language. But as AI models … Read more

Why AI needs to learn new languages

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Why AI needs to learn new languages

OpenAI has not revealed much about how ChatGPT-4 was built. But a look at its predecessor, ChatGPT-3, is suggestive. Large language models (LLMs) are trained on text scraped from the internet, on which English is the lingua franca. Around 93% of ChatGPT-3’s training data was in English. In Common Crawl, just one of the datasets … Read more