MotherDuck(@motherduck):"Active customer" can mean 3 different things inside the same company. At Canva, Sam Redfern is teaching AI which one you mean. Sam is Staff Data Scientist at Canva focused on enabling AI data science at scale across all of Canva's data teams. On Nov. 5 at Data Outpost, Sam will share semantic leaking, a technique developed at Canva that uses LLMs to extract business language from technical artefacts and feed it into the semantic layer. Ask your AI analytics tool a question your data can't answer, and see whether it admits it. Then come hear how Sam tests for exactly that. 🎟️ Tickets:

2026.10.05 15:50

"Active customer" can mean 3 different things inside the same company. At Canva, Sam Redfern is teaching AI which one you mean. Sam is Staff Data Scientist at Canva focused on enabling AI data science at scale across all of Canva's data teams. On Nov. 5 at Data Outpost, Sam will share semantic leaking, a technique developed at Canva that uses LLMs to extract business language from technical artefacts and feed it into the semantic layer. Ask your AI analytics tool a question your data can't answer, and see whether it admits it. Then come hear how Sam tests for exactly that. 🎟️ Tickets: