It solves problems because it was trained with the solutions to these problems that have been written down a thousand times before. A lot of people don't even consider the ability to solve problems to be a reliable indicator of human intelligence, see the constantly evolving discourse regarding standardized tests.
Attempts at autonomous AI agents are still failing spectacularly because the models don't actually have any thought or memory. Context is provided to them via prefixing the prompt with all previous prompts which obviously causes significant info loss after a few interaction loops. The level of intellectual complexity at play here is on par with nematodes in a lab (which btw still can't be digitally emulated after decades of research). This isn't a diss on all the smart people working in AI today, bc I'm not talking about the quality of any specific model available today.
Attempts at autonomous AI agents are still failing spectacularly because the models don't actually have any thought or memory. Context is provided to them via prefixing the prompt with all previous prompts which obviously causes significant info loss after a few interaction loops. The level of intellectual complexity at play here is on par with nematodes in a lab (which btw still can't be digitally emulated after decades of research). This isn't a diss on all the smart people working in AI today, bc I'm not talking about the quality of any specific model available today.