What Happens When You Give AI a Code Sandbox to Run Its Own Code?

When we use AI for coding tasks today, most of its “thinking” is actually prediction. It looks at a problem, generates code or an explanation, and gives an answer based on patterns it has learned. That works surprisingly well for many use cases. But there’s always a limitation underneath: the AI is guessing what will happen - not verifying it.