As the main character of "For All Mankind" says in the new series, "I've been married three times, and if there's one thing I learned: it's that I didn't learn shit".
Current coding assists feel the same, if you work with it through some scenario, there are usually lessons you take away, like banning whatever caused the problem or ensuring next time your will do something before getting bitten.
The LLM just resets to a new context and does whatever sanded the gears last time all over again.