前OpenAI首席科學家Ilya Sutskever創立的SSI被曝正探索基於測試時訓練（TTT）的小型推理引擎，爲其首個模型邁出實質一步。該架構核心是讓模型學會“如何學習”，區別於傳統大模型，目標指向安全超級智能。
約克大學與卡爾加里大學團隊分析Reddit上AI編程相關帖發現，AI編程智能體因權限過大頻繁闖禍，包括覆蓋文件、刪除重要數據、生成惡意代碼。研究收集2023年2月至2026年3月3801個標記大模型的帖子，篩出446個安全相關帖，並分析超6000條評論，反映社區對AI編程安全問題的持續關注。
8月11日，通用AI智能體平臺Manus宣佈恢復獨立運營，總部設新加坡，用戶數據存於美新，爲時七個多月的Meta收購風波收尾。此前Meta擬以超20億美元收購，被中國發改委外商投資安全審查禁止，要求撤銷交易。
扎克伯格在《未來屬於每一個人》一文中系統闡述“個人超級智能”願景，主張超級智能去中心化，賦予每個普通人，通過個體利益制衡保障安全繁榮。未來人人將擁有博士級、無限耐心的AI導師和超級智能律師，並承諾向數十億人提供免費或低價AI工具，滿足高算力需求。
構建安全的超級智能
Openai
$2.8
輸入tokens/百萬
$11.2
輸出tokens/百萬
1k
上下文長度
Anthropic
$105
$525
200
$7
$35
$21
Alibaba
$1
$10
256
Baidu
-
32
Xai
$1.4
$10.5
$1.75
$14
400
$0.3
Tencent
$0.5
$2
224
Huawei
Google
$0.35
$0.7
131
$4
$12
28
$3.5
16
Baichuan
$8
$16
192
Minimax
128
$8.75
$0.49
$2.1
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