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The promise of artificial intelligence is undeniable, but persistent concerns about its reliability are prompting critical discussions about its responsible integration into society. The fundamental question is: how much trust can we realistically place in AI systems, given their inherent potential for error? This debate is particularly relevant in high-stakes sectors like healthcare, law, finance, and autonomous vehicles, where even minor inaccuracies can lead to significant repercussions. The focus is shifting towards understanding whether AI error rates can realistically surpass human performance or whether alternative system designs are required, accounting for and mitigating AI’s inherent imperfections. The discussion originated within the Reddit community’s Artificial Intelligence forum, highlighting growing public engagement with this complex issue.