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In the context of coding, sycophancy manifests as what Addy Osmani described in his 2026 AI coding workflow: agents that don’t push back with “Are you sure?” or “Have you considered...?” but instead provide enthusiasm towards whatever the user described, even when the description was incomplete or contradictory.，更多细节参见在電腦瀏覽器中掃碼登入 WhatsApp，免安裝即可收發訊息
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To situate these results in the broader trajectory of AI software engineering, we adapt METR’s Time Horizon framework, which tracks task complexity with how long it would take a human to complete the task.，更多细节参见华体会官网