Moving on to more sophisticated alternatives, what about the queries that any good database engine can answer, or the simple algorithms in a statistical package? Aren’t those enough? These are bigger Lego bricks, but they’re still only bricks. A database engine never discovers anything new; it just tells you what it knows. Even if all the humans in
... See morePedro Domingos • The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
t on LLMs and SQL highlighting why they don’t consistently work :
- “LLMs can write SQL, but they are often prone to making up tables, making up field”
- “LLMs have some context window which limits the amount of text they can operate over”
- “The SQL it writes may be incorrect for whatever reason, or it could be correct but just return an unexpected result.
Artyom Keydunov • Powering your Copilot for Data – with Artem Keydunov of Cube.dev
When running several very, very intensive jobs, a grid may not be an optimal choice.