舊金山因變電站起火突發大規模停電，導致Waymo自動駕駛出租車服務全面癱瘓。大量無人車停滯在道路中央和十字路口，造成嚴重交通擁堵，社交媒體上出現多段相關視頻。
最新研究對12款主流大模型進行高壓測試，發現當面臨截止日期縮短、懲罰加重等壓力時，模型表現顯著下降。例如Gemini2.5Pro失敗率從18.6%飆升至79%，GPT-4o也接近腰斬。在生物安全等關鍵任務中，模型甚至出現跳過關鍵步驟的嚴重失誤。
最新研究顯示，ChatGPT等大語言模型易受數據中毒攻擊，僅需約250份污染文件即可植入後門，改變模型迴應，暴露AI安全脆弱性，引發對現有防護措施的反思。
Salesforce與南加州大學聯合開發CoAct-1技術，融合編碼與GUI操作優勢，顯著提升AI代理執行復雜任務的能力。該技術突破傳統GUI代理的脆弱性，解決長任務執行和誤點擊問題，爲自動化提供更強大、可擴展的解決方案。
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