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Most developers who struggle with AI-assisted development don't know where they are on this ladder. They hear about multi-agent review systems and parallel cloud execution, feel overwhelmed, and either give up or try to skip ahead. Skipping stages doesn't work because you will feel uncomfortable and distrustful of the tools. Each rung builds the mental models and habits required for the next. So slow down, figure out where you are, and focus on building from there.,这一点在搜狗输入法中也有详细论述
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But Anthropic also imposed limits that Michael views as fundamentally incompatible with war-fighting. The company’s internal “Claude Constitution” and contract terms prohibit the model’s use in, for instance, mass surveillance of Americans or fully autonomous lethal systems—even for government customers. When Michael and other officials sought to renegotiate those terms as part of a roughly $200 million defense deal, they insisted Claude be available for “all lawful purposes.” Michael framed the demand bluntly: “You can’t have an AI company sell AI to the Department of War and [not] let it do Department of War things.”