Articles
Technical writing on AI systems, evaluation, and the production gap between deploying AI and trusting it.
Consumer insights teams at beauty brands already have access to huge amounts of unstructured feedback. Commonly, this feedback is run through sentiment analysis in order to gauge how favourably c...
Read more →Software code presents a really interesting problem for knowledge extraction. Code is unique because it is highly structured, but expressive enough that it makes sense to parse as natural lan...
Read more →"One good dev with Github Copilot ships what entire teams did five years ago." - This is one example of some bold claims that have been made about Github Copilot. Discussions about A...
Read more →The motivation for this discussion is to pull meaningful information out of an earnings call. Specifically, we'll look at the Zoom 2024 Q3 earnings call, which you can find a transcript of at...
Read more →In theory, the concept of At a high level, GraphRAG is really a combination of 3 distinct tasks: So what is a 'knowledge graph' exactly? Knowledge graphs are a way of modelin...
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