Click on the Zap template below to get started. With OpenAI and Zapier, you can automatically generate AI summaries in just two clicks-directly from your browser. You can take the manual process out of summarizing articles you come across on the web. But if you're using ChatGPT to summarize an article that you'll reference in, say, a college dissertation, I strongly recommend reading the article in its entirety so you don't miss out on crucial details or nuance. For something trivial like getting summaries of spoilers for pure entertainment, this isn't a huge concern. Since ChatGPT lacks critical-thinking skills, it has a tendency to strip away important details and subtle nuances presented in the source material, leaving you with a less-than-complete understanding. ChatGPT's been known to produce less-than-accurate answers, so take its responses with a grain of salt (read: fact check, fact check, fact check). "Plausible-sounding but incorrect" responses. But you'll likely run into issues if you ask ChatGPT to summarize a lengthy research paper or a novel. (The more advanced GPT-4 model offers nearly double the amount.) For most news articles, the token limit shouldn't be a concern. It revolves around the thesis and key findings. GPT-3 and -3.5-the free GPT model available to anyone-has a limit of 4,096 tokens, which is equal to roughly 3,000 words. A research paper has to include the following sections: Abstract An abstract is the executive summary of your research paper. Limitations of summarizing with ChatGPTĬhatGPT is still fairly new, so there are a couple of things you should keep in mind when using it to summarize articles. Now that's the kind of spoiler summary I'm looking for. (Warning: spoilers ahead!) Log in to OpenAI I'm using this episode recap on the series finale of The Good Place by Vulture. Get your digital source materialįind the body of text you want ChatGPT to summarize, and keep it open in a separate tab. Paste the URL of the source material in the message box, and ask ChatGPT to summarize the contents of the link. Paste the text in the message box on the ChatGPT home page, and ask ChatGPT to summarize the text.įind your digital source material and copy the URL. Here's the short version of how to use ChatGPT to summarize any text (but keep reading for a deeper dive):įind and copy your digital source material. How to use ChatGPT to summarize an article If you're looking to use ChatGPT to summarize an article, book, or research paper, here's how. But I've spent many hours modifying my prompts and experimenting with different article lengths to test the limits of what it can ( and can't) do. Going forward, we are researching better ways to assist humans in evaluating model behavior, with the goal of finding techniques that scale to aligning artificial general intelligence.Full disclosure: ChatGPT's ability to summarize articles-or any other text, really-is hit or miss. Our progress on book summarization is the first large-scale empirical work on scaling alignment techniques. In this case, to evaluate book summaries we empower humans with individual chapter summaries written by our model, which saves them time when evaluating these summaries relative to reading the source text. Our current approach to this problem is to empower humans to evaluate machine learning model outputs using assistance from other models. Therefore we want our ability to evaluate our models to increase as their capabilities increase. This makes it harder to detect subtle problems in model outputs that could lead to negative consequences when these models are deployed. This work is part of our ongoing research into aligning advanced AI systems, which is key to our mission. As we train our models to do increasingly complex tasks, making informed evaluations of the models’ outputs will become increasingly difficult for humans.
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