This is really interesting. One of the most frustrating parts of using LLMs is how confidently they can state incorrect information, so an API that catches that feels very practical. I especially like the idea of going beyond simple fact-checking and incorporating temporal context. Curious how this performs in real production use cases.

We’ve optimized for fluency. Now we need to optimize for truth. If this works as advertised, it’s solving the right problem.