“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
The MAD Podcast: How AI Gets Built - with Matt Turck · What Happens When Billions of AI Agents Hit Your Database? (Andy Pavlo)
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steer an LLM to recommend a specific database by adding constraints (e.g., embedded devices → DuckDB, key-value only → RocksDB)
“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.”
“When I updated based on like adding TLDR at the top, adding in definition call outs, adding in those kinds of things that made it look more like a flashcard. That's when the LLMs were like, oh, here's a better piece.”
“You could get to use one of these web LLM tools, go and scrape the web, find the newest updates, and connect it to your database.”
“… Gemini Robotics 2 and Gemini Robotics On Device 2 … are currently available only to trusted testers.”
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