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Long covid, and CFS, are almost certainly the same disease. The person you're replying to is massively overselling the efficacy of treatment though, most people with this kind of fatigue tend to improve to a lower level of functioning than before their fatigue. Nobody has much idea of what the underlying disease is, and there's no evidence that you can cure it with any treatment