{"date":"2026-10-24","locale":"zh-Hant","intro":"今天，AI 安全是最受關注的話題。開發者提醒，agent 正在加速發現漏洞，同時也為大規模防禦提供了辦法。Replit 擴大了 agent 和政府業務方面的佈局，Codex 則推出了一系列實用的 CLI 更新。","published_at":"2026-10-24T10:02:09.558Z","item_count":7,"items":[{"id":"x-amasad-2026-10-24","date":"2026-10-24","kind":"tweet","source":"X","author":"Amjad Masad","role":"Replit CEO","headline":"Chroma 團隊加入 Replit，開發 agent 記憶能力","summary":"Amjad Masad 歡迎 Jeff 和 Chroma 團隊加入 Replit。他們將幫助 agent 獲得完成實際工作所需的上下文和記憶。Replit 還宣佈推出 Replit for Government，並表示曾負責 AWS 公共部門業務的 Michael Greenwald 將加入團隊。","topics":["agents","products"],"url":"https://x.com/amasad/status/2113736007111827606","urls":["https://x.com/amasad/status/2113736007111827606","https://x.com/amasad/status/2113676717105787192"],"permalink":"https://www.llmrates.ai/ai-digest/2026-10-24#x-amasad-2026-10-24"},{"id":"pod-b6201a162203","date":"2026-10-24","kind":"podcast","source":"No Priors","author":null,"role":null,"headline":"Cloudflare 預計 AI 驅動的安全工作將進入密集期","summary":"Dane Knecht 表示，嚴重漏洞出現的頻率已大幅上升，預計未來 18 個月，安全工作會佔用工程團隊大量時間。Cloudflare 計劃擴充紅隊，並將安全檢查融入開發流程，同時讓人的判斷力集中在降低程式碼複雜度上。用他的話說：“如果不持續交付，就會被淘汰。”","topics":["security","agents"],"url":"https://www.youtube.com/@NoPriorsPodcast","urls":["https://www.youtube.com/@NoPriorsPodcast"],"permalink":"https://www.llmrates.ai/ai-digest/2026-10-24#pod-b6201a162203"},{"id":"x-rauchg-2026-10-24","date":"2026-10-24","kind":"tweet","source":"X","author":"Guillermo Rauch","role":"Vercel CEO","headline":"共享機器上的 agent 面臨難以徹底消除的時序攻擊","summary":"Guillermo Rauch 描述了一種攻擊方式：共享機器上的一個 agent 可以透過 CPU 快取活動向另一個 agent 傳遞訊號，後者則透過測量自身任務的耗時來識別訊號。他表示，只有使用專用硬體才能實現完全隔離，但成本很高。Vercel Sandbox 因此採用務實的緩解措施，並配合監控和紅隊測試。","topics":["security","agents"],"url":"https://x.com/rauchg/status/2113759533801877920","urls":["https://x.com/rauchg/status/2113759533801877920"],"permalink":"https://www.llmrates.ai/ai-digest/2026-10-24#x-rauchg-2026-10-24"},{"id":"x-thsottiaux-2026-10-24","date":"2026-10-24","kind":"tweet","source":"X","author":"Thibault Sottiaux","role":null,"headline":"Codex CLI 新增 prompt 預設和企業 MCP 登入功能","summary":"Codex CLI 現在支援可複用的 prompt 預設、內聯設定模型與許可權，以及企業 MCP 登入。此次更新還改進了長時間會話的恢復體驗，並解決了 Windows 企業代理的身份驗證問題。Thibault Sottiaux 表示，自 DevDay 以來，CLI 的使用量已翻倍。","topics":["products","agents"],"url":"https://x.com/thsottiaux/status/2113838156193894447","urls":["https://x.com/thsottiaux/status/2113838156193894447","https://x.com/thsottiaux/status/2113770862860222611","https://x.com/thsottiaux/status/2113770573994299544"],"permalink":"https://www.llmrates.ai/ai-digest/2026-10-24#x-thsottiaux-2026-10-24"},{"id":"x-trq212-2026-10-24","date":"2026-10-24","kind":"tweet","source":"X","author":"Thariq","role":null,"headline":"參與開發 Claude Code 的 Thariq 離開 Anthropic","summary":"Thariq 表示，在參與 Claude Code 開發一年多後，他已離開 Anthropic，打算休息一段時間，再開始新的專案。他將產品的成長歸功於同事和社群，並表示自己仍相信，負責任的競爭能推動行業提高標準。","topics":["products"],"url":"https://x.com/trq212/status/2113844560074019213","urls":["https://x.com/trq212/status/2113844560074019213","https://x.com/trq212/status/2113844051938054167"],"permalink":"https://www.llmrates.ai/ai-digest/2026-10-24#x-trq212-2026-10-24"},{"id":"x-levie-2026-10-24","date":"2026-10-24","kind":"tweet","source":"X","author":"Aaron Levie","role":"Box CEO","headline":"Aaron Levie 預測 agent 叢集將成為網路安全的重要方向","summary":"Levie 預計，agent 將能審查程式碼和基礎設施、測試大量潛在風險，並以人類團隊無法企及的規模處理安全資料。他看好用於網路防禦的 agent 叢集，因為增加算力就能直接擴大測試規模。","topics":["security","agents"],"url":"https://x.com/levie/status/2113738768645808277","urls":["https://x.com/levie/status/2113738768645808277"],"permalink":"https://www.llmrates.ai/ai-digest/2026-10-24#x-levie-2026-10-24"},{"id":"x-adityaag-2026-10-24","date":"2026-10-24","kind":"tweet","source":"X","author":"Aditya Agarwal","role":"SPC General Partner","headline":"擴大訓練問題的範圍或將推動機器人技術進步","summary":"Aditya Agarwal 指出，一些 AI 進展來自同時解決許多問題，而不是為每項任務單獨訓練一個系統。他特別提到 Sergey Levine 的觀點：機器人技術也可能受益於同樣的方法，也就是把訓練問題做得更大。","topics":["research","robotics"],"url":"https://x.com/adityaag/status/2113681343502787070","urls":["https://x.com/adityaag/status/2113681343502787070","https://x.com/adityaag/status/2113666949259362479","https://x.com/adityaag/status/2113666947766169868"],"permalink":"https://www.llmrates.ai/ai-digest/2026-10-24#x-adityaag-2026-10-24"}],"source":{"name":"follow-builders","url":"https://github.com/zarazhangrui/follow-builders","author":"zarazhangrui","license":"MIT","note":"Feed data and summarization prompts derived from this project."},"links":{"html":"https://www.llmrates.ai/ai-digest/2026-10-24","markdown":"https://www.llmrates.ai/api/digest/latest.md?locale=zh-Hant"}}