ChatGPT-4 Has Arrived: Here's The Technical Paper
OpenAI
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3/16/23
“This technical report presents GPT-4, a large multimodal model capable of processing image and text inputs and producing text outputs. Such models are an important area of study as they have the potential to be used in a wide range of applications, such as dialogue systems, text summarization, and machine translation… One of the main goals of developing such models is to improve their ability to understand and generate natural language text, particularly in more complex and nuanced scenarios. To test its capabilities in such scenarios, GPT-4 was evaluated on a variety of exams originally designed for humans… This report also discusses a key challenge of the project, developing deep learning infrastructure and optimization methods that behave predictably across a wide range of scales… Despite its capabilities, GPT-4 has similar limitations to earlier GPT models [1, 37, 38]: it is not fully reliable (e.g. can suffer from “hallucinations”), has a limited context window, and does not learn from experience. Care should be taken when using the outputs of GPT-4, particularly in contexts where reliability is important.”
ChatGPT-4 Has Arrived: Here’s An Introduction
New York Times
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3/15/23
“On the positive side of the ledger, GPT-4 is a powerful engine for creativity, and there is no telling the new kinds of scientific, cultural and educational production it may enable. We already know that A.I. can help scientists develop new drugs, increase the productivity of programmers and detect certain types of cancer... But there are reasons to fear GPT-4, too. Here’s one: We don’t yet know everything it can do.”
ChatGPT-4 Has Arrived: Here Are 10 Key Takeaways
New York Times
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3/14/23
“It is developing a sense of humor. Sort of… Tell me a novel joke about the singer Madonna… Why did Madonna study geometry? Because she wanted to learn how to strike a pose in every angle!”