Sowjanya Pandruju · Software Engineering Radio - the podcast for professional software developers · Sowjanya Pandruju on Managing Agent State
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use summarization of tool results for LLM context but keep the full authoritative data separately
“‘We built an AI operating system that has all the context… connects into the CRM… because everybody has the same tools, but they don’t have the data’”
“If you can get that information and you can turn that unstructured data into semi-structured data and connect it to the prediction, then you can use the storytelling power of the large language models”
“What we tried to do is, you know, using large language models and AI, we tried to really ground probability of success in an empiric data set, where we use Bayesian statistics.”
“We tracked it back using our tools… we reached out, pointed that out to them… they were keen to keep their data accurate and changed it.”
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