Excited to see our paper published in @ScienceAdvances. For a quick distraction from the more somber world events, please take a look. We use ideas about long-term memory and retrieval to predict over 5m online purchases 🧠
Thread on new paper "Sequential consumer choice as multi-cued retrieval" w @adamnhornsby@ScienceAdvances. We use multiple embedding spaces to explain how people make open-ended sequential decisions. How do you choose from an unlimited set of options? https://t.co/QZF8XbPPyA 1/6
"Large language models surpass human experts in predicting neuroscience results" w @ken_lxl and https://t.co/YOhCmQlJsu. LLMs integrate a noisy yet interrelated scientific literature to forecast outcomes. https://t.co/krtvdDqj5Q 1/6
The new Mind & Machine Initiative @UCL is recruiting PhD students for Fall 2024 to study cognition, AI & neuroscience. Advisors: @ProfData, @smfleming , Sharot.
Deadline Oct 30, but early applications encouraged!
Apply: https://t.co/XCnXOSC3ri
About MMI: https://t.co/GrVPaO9Am1
presumably because it's using what it generated as context for what comes next like people do for real-world sequential decision making (https://t.co/QZF8XbPPyA). At other times, ChatGPT defaults to an alphabetic ordering. Quick, someone do a paper on this!!! :-) 2/2
When people do "semantic foraging" from memory (e.g., list all the animals you know) they tend to generate clumps of related items (e.g., pets, then African animals, then farm animals, etc.). ChatGPT shows this same behavior for a bunch of prompts, 1/2
I had a french professor who once said if you just did something like going to the supermarket and experienced it fully without the goggles of habit and catégories you would go crazy with pure sense and joy. I think about it all the time. In a way this is all for him.
I'm officially #PhDone! If you're wondering how people make decisions in massive choice environments like the supermarket, then you may want to look at my thesis: https://t.co/EtwG7wImBZ 🧵
Thanks to the amazing @ProfData and my colleagues at UCL. Thanks also to @dunnhumby and @Royalcom1851 for sponsoring this research. I'm hoping to continue this research in industry, so shout if you'd like to collaborate!
With so many choices and considerations, how do shoppers tackle #grocery shopping on a regular basis?
@adamnhornsby shares his findings on consumer behaviour and how psychological theories are helping to better explain and predict consumer choices.
https://t.co/toBWcvCTdK