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我的建议：这是Google在AI编程领域的大招。虽然还年轻，但Google的投入力度很大，未来值得关注。特别是它的「Agent Manager」概念很有意思——你可以同时让多个AI帮你干活。如果你是Google全家桶用户，强烈建议试试。
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In their attempts to make amends for wrongs, agents sometimes had no sense of when the remedy is sufficient. Each concession that was rejected drives it to offer a larger one, with no internal threshold for when remediation becomes self-destruction.
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The hopeful second act only materializes under the condition that societies survive the first act with their institutions intact. If the short-term bubble burst triggers mass displacement into an economy with no safety net, no retraining programs, and a government deliberately stripped of the capacity to intervene, the long-term IA vision becomes unreachable—not because the technology fails, but because the human infrastructure required to deploy it fairly was dismantled before it was needed.