“America.gov is designed… it just has a big old LLM search box… it stores no data, that it doesn't have user accounts… an LLM front end to, like, five million government databases.”
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Said on The Vergecast
Me, Myself, and AI · Connecting Data at Scale With AI: Dropbox's Ali Dasdan
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Built a custom search engine for Dropbox because off-the-shelf tools could not handle 700 million users and tens of exabytes of data
700 million users, tens of exabytes of data
“America.gov is designed… it just has a big old LLM search box… it stores no data, that it doesn't have user accounts… an LLM front end to, like, five million government databases.”
“Full Circle Group built an engine to take the raw data from the billing system, normalize all that data and pump it directly into accounting software so you could get rid of full-time equivalence, doing that work manually.”
“If the tools we created could serve multiple different end users across the SOC, across the IT, across network security and have the same data… we’d be in a better place.”
“Then I hired basically backend engineers to build the data lake. The technology is really built on a very fast BigQuery data warehouse.”
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