The comparison between red-teaming an AI model and pressure-testing a creative idea is really well put. The mindset is surprisingly similar understand how something is built, question its assumptions, and deliberately look for where it can fail before the real-world consequences appear. That’s becoming increasingly important in AI marketing too. For platforms like Oglas AI, building useful AI workflows isn’t just about automation or speed; testing how those systems behave under different situations is what makes them more reliable and trustworthy.