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Is GPT-4 getting lazy?

In recent weeks, users of ChatGPT-4 have reported a notable decline in the AI's performance, observing a tendency to avoid certain tasks or deliver overly simplified answers. Put differently: it appears that ChatGPT-4 became lazy. OpenAI has acknowledged the problem, though the exact cause remains uncertain. This phenomenon has led to the speculative "winter break...

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Introduction to prompt engineering

Welcome to the fascinating world of Prompt Engineering, a key to unlocking the full potential of artificial intelligence (AI) interactions. In this digital era, AI models have become incredibly adept at understanding and responding to human language. However, the effectiveness of these interactions largely hinges on how we communicate with these models – this is...

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How to train LLMs with knowledge distillation

Knowledge distillation is an area of research into more efficient Transformers which trains small models (students) by encouraging them to reproduce the outputs of large models (teachers). This is a technique which initially gained popularity on classification tasks in computer vision, but has been successfully applied in several domains, including LLMs. If you start from...

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From Web to App to AI: Navigating the Evolution of Business in the AI Era

In the rapidly changing digital landscape, businesses have witnesses a remarkable evolution from web-based operations to app-centric models. Now, we are on the cusp of a new era dominated by Artificial Intelligence (AI). Let's delve into this next step of the digital evolution and unravel what it means for businesses today. The Evolutionary Leap: Web...

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