Trustworthy AI Circle - Trust or verify? How to navigate confidence in LLM output

​LLM tools have become the default solution for everyday translation tasks — fast, convenient, and often surprisingly good. But when accuracy really matters — legal documents, brand messaging, or customer communication — most professionals still hesitate to fully trust the output.

​This Trustworthy AI Circle round looks at a practical question: How can we make AI translation reliable enough for real business use – without introducing lengthy and expensive human-in-the-loop setups traditional agencies use?

​Together with experts from Supertext we will look at a practical near-instant verification flow. We will approach the solution from two perspectives: business value from a marketing leadership viewpoint and practical implementation from an operational one. The discussion will explore where these perspectives align - and where they collide - in building trustworthy solutions that continuously improve the underlying AI model.