Why Agents Can’t Learn from Historical Data: The Importance of Counterfactuals
Agents can’t learn from historical data. They can make assumptions from it, but they can’t learn. Say a user often shows up on Friday between 6–7pm. Does that mean it’s a good time to engage them? No one knows. Because the real question isn’t “When does the user show up?” It’s: “Would they show up more […]