The Counterfactual
Sean TrottCognitive Science, statistics, AI.
| Platform |  | Pricing | Freemium | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 68 | Subscribers | Read | seantrott.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
Towards an unambiguous notation for LLMs
ChatGPT is far from the only conversant language model in town: the number of pre-trained large language models (LLMs) available for both commercial and academic use is bigger than ever, and it keeps growing. Even within the set of models t...
Vision-language models (VLMs), explained (pt. 1)
Until a few years ago, most mainstream large language models (LLMs) were trained on text alone. While such LLMs might learn to associate words like “apple” with words like “red”, they do not learn the association between words like “apple” ...
LLM-ology: the challenges ahead
Earlier this week, I gave a talk for the UC San Diego Linguistics department entitled: “Large Language Models as Model Organisms—Opportunities and Challenges”. It was a lot of fun: I was really grateful for the invitation to speak, and peop...
LLM-ology and the external validity problem
Generalizing from samples to the broader population of interest is at the heart of scientific research. It’s impossible to exhaustively survey whatever population we’re interested in, so we have to rely on small slices of that population. I...
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Authors
The writers behind this newsletter.
Assistant Professor at UC San Diego.
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