November 2023

One of the many new features announced at yesterday’s OpenAI dev day is better support for generating valid JSON output. From the JSON mode docs: A common way to use Chat Completions is to instruct the model to always return JSON in some format that makes sense for your use case, by providing a system message. This works well, but occasionally the models may generate output that does not parse to valid JSON. To prevent these errors and […]

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The chronology of events, the ebb and flow of stock markets, the rhythm of the seasons—the world, as we know it, is rich with patterns and sequences that unfold over time. Time series analysis, which blends statistical and ML techniques, offers the means to analyze and interpret time-dependent datasets. It’s essential in many sectors, from finance and economics, where it aids in predicting stock market trends, to meteorology, where it assists in weather forecasting, and even in the […]

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Edit: Glad to see that this blog post got a lot of attention on Hackernews. See the related discussion here The original tweet by Sahil Lavingia Some time ago, I stumbled upon this amusing tweet from @shl. I love how true this statement is, although it feels very wrong to admit it. Let’s think about the day in the life of a software engineer: You interact with people from all corners of the world. You complete tasks on […]

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