
Amelia Wattenberger 🪷
@Wattenberger • 35,630 subscribers
design, AI, web dev, data viz, tools for thought ✨ @shv, previously R&D @GitHubNext, design @AdeptAILabs
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wrap it up, folks! I just proved that hot dogs are, unequivocally, sandwiches 🌭 embeddings for different foods from the OpenAI API, reduced dimensionality with UMAP, plotted here colored by "category". Hot dogs are solidly in the sandwich cluster, along with tacos and burritos
Amelia Wattenberger 🪷178,532 次观看 • 3 年前

interestingly, I find myself reaching for this way of engaging with longer text more and more. not as a replacement for reading, but when I have 10 newsletters stacked up and not enough time, it helps scan them and find the threads I want to spend more time with
Amelia Wattenberger 🪷14,678 次观看 • 1 个月前

here's a quick write-up of a way I'm using OpenAI's embeddings that I haven't seen before. For my writing app, I want to highlight each sentence on any scale: ✨ happy — sad ✨ concrete — abstract ✨ + anything! but had to get creative to do this cheaply, quickly, & robustly
Amelia Wattenberger 🪷93,751 次观看 • 3 年前