但这仅仅是起点，户用光伏无论是从总量角度，还是渗透率角度来看，依然存在着巨大的成长空间。根据卢凯分享的数据，全国共有2.6亿户农村家庭，可开发的屋顶资源达5000万个，目前已安装光伏的农村家庭仅700多万户，渗透率不到15%。而在海外市场，非洲无电人口仍有5.83亿，对应的无电家庭达1亿户，可安装户数仍有6000万户。
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The Claude C Compiler illustrates the other side: it optimizes for passing tests, not for correctness. It hard-codes values to satisfy the test suite. It will not generalize. Property-based testing would likely catch this particular case, but the general problem remains: for any fixed testing strategy, a sufficiently adversarial system can overfit to it. A proof cannot be gamed. It covers all inputs by construction.
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