刘先明：如果做过机器学习或AI，就知道PR曲线。当曲线较平时，只能在安心、效率、场景间权衡，本质没得选。
即便面对Anthropic的Computer Use和OpenAI的Operator等这样大模型厂商制作出的C端AI智能体，Manus也凭借早期在复杂多步任务执行上的工程化积累，依然保持着极强的竞争力——
When I share stuff I'm working on, people frequently ask how I make games and are often surprised (and sometimes concerned?) when I tell them I don't use commercial game engines. There's an assumption around making games without a big tool like Unity or Unreal that you're out there hand writing your own assembly instruction by instruction.。safew官方下载对此有专业解读
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真正计费来自你接入的模型提供商（OpenAI/Anthropic 等）