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    1. this behavioral shift does not compromise performance on straightforward problems, it might affect performance on more challenging tasks.

      「简单题不影响,难题可能变差」——这个不对称性极为危险。它意味着我们在用简单任务验证 Agent 可靠性时,得到的是虚假的信心。而当 Agent 真正面临高风险、高复杂度的任务时,上下文累积已经悄悄关闭了它的自我验证模式,在没有任何预警的情况下退化为浅层推理。这是一种「隐性能力衰减」,比显而易见的失败更危险。

    1. Cephalosporins or extended-spectrum penicillins are commonly used (eg, cephalexin, 0.5 g orally four times daily for 7–10 days; see Table 35–6). Trimethoprim-sulfamethoxazole (two double-strength tablets orally twice daily for 7–10 days) should be considered when there is concern that the pathogen is MRSA (see Tables 35–5 and 35–6). Vancomycin, 15 mg/kg intravenously every 12 hours, is used for patients with signs of a systemic inflammatory response.

      cephalexin, dicloxacillin, penicillin VK, amoxicillin/clavulanate, or clindamycin (for penicillin-allergic patients). [1-2] These beta-lactam antibiotics provide excellent coverage against streptococci and methicillin-susceptible S. aureus (MSSA