Edge Cases Are Not Rare. They’re Just Underrepresented in Your Training Data.
Edge cases aren’t truly rare, they’re simply missing or underrepresented in training data, leading to failures in unexpected real-world situations.
Why Robots Fail in Production When They Passed Every Test in the Lab
Robots often pass controlled tests but fail in production due to unseen scenarios, environmental variability, and lack of real-world data exposure.
What Happens When a Robot Meets a Situation Nobody Thought Of
When robots face unseen situations, they rely on imperfect generalization, often leading to unexpected errors or unsafe decisions.
Edge Cases Are Not an Edge Problem
Edge cases aren’t rare events to address after the fact. They’re structural gaps in training data that cause predictable, systemic failures in..