The Explore/Exploit Tradeoff: Understanding Its True Implications in AI Systems
When someone claims their system “navigates the explore/exploit tradeoff,” they’re not saying anything meaningful — that phrase has become table stakes in conversations about agentic systems. But that doesn’t make the underlying challenge any less important. Think of it this way: if you only explore, you’re like a mountaineer who says “I don’t care which […]
Five Pillars of Agentic Decision Making
As we’ve built Aampe, I’ve come to the view that if you’re trying to build or evaluate an agentic system, here are the questions you need to answer: Do you have a massive, dynamic inventory of messages? An agentic system requires thousands — often tens or hundreds of thousands — of unique, sendable messages. This […]