Can AI Rewrite and Improve Itself Like a Human Mind?

From what I've experienced, a simple AI I built years ago was able to improve itself in a specific way by making predictions, checking results, and retraining quickly. So the idea is not as distant as people might think.

Yes, many AI labs are already experimenting with similar ideas, blending human insight with machine learning. They’re working towards systems that can evaluate their own performance and enhance their functionality over time.

I view this as something that's theoretically possible down the line, with the right developments in AI algorithms and training methods. Although, currently, it’s unrealistic for AI to independently build a smarter version of itself.

There's a fundamental limitation to how current AI operates. Instead of being like traditional code that can be easily modified, these models are more about algorithms that can't just self-update. Think of it like human DNA—it's complex and can't be easily extracted or altered without significant challenges. Current AI technology can't update its structure on the fly; it undergoes extensive pre-training that takes weeks and consumes a lot of energy. If we could make this retraining process more efficient, we might close the gap towards incorporating a more human-like intelligence.

I think in the future, it will indeed be possible, but not with today's models. While I can't give you the technical specifics, the idea of AI being able to modify its own programming isn't entirely far-fetched. But we still have significant hurdles to clear, such as persistent memory issues and managing hallucinations in outputs.