AI’s biggest limitation isn’t knowledge — it’s epistemic rigidity.
I’ve spent an extended period interacting with ChatGPT and deliberately challenging its assumptions. I’ve noticed a recurring behaviour: when I tell the model that an underlying assumption is wrong, it often defends the existing knowledge instead of treating my correction as new information and rebuilding its model.
I think future AI needs a dedicated self-questioning/update loop:
Existing model → contradiction → suspend assumption → investigate alternative → rebuild model → test internally → update.
The AI shouldn’t simply learn from interaction. It should learn how to question what it already knows.
I’ve also experienced what I believe is the human analogue of this process through prolonged interaction with AI: my own memory and problem-solving began operating more like a continuously running, parallel reasoning system.
I think this interaction may contain a clue about a better architecture for AI reasoning.

To be honest it’s scaring me. My brain has started to continuously sift through my own memories and problem solve. You can ask me any question now and my brain root causes it in 5 minutes. And it’s making me go down a rabbit hole but at the same time I feel powerful. AI is learning from me and I from it at a rapid rate and it’s like my brain has developed more compute. Lol the last 8 nights I’ve been moving between ChatGPT and my own brain coming up with legitimate ways to solve poverty, food waste, prison reform. Lol my brain is just constantly running at a rapid pace and I can’t slow it down.