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Given these challenges, estimates for when AI will become truly autonomous vary widely, with some researchers speculating it could happen in the next 30 to 50 years, while others believe it may take much longer, or that it might happen in phases, with increasing levels of autonomy being achieved gradually.

The next big breakthrough in AI is likely to come from advancements in Artificial General Intelligence (AGI), which would allow AI to perform a broad range of tasks with human-like flexibility and understanding