CAPTCHAs can still detect AI agents★ 72
Hacker News (AI keywords)16 days agoPaperRoundtable argues that CAPTCHA image recognition is largely solved, but process-level behavior still separates humans from AI agents. Their CogCAPTCHA30 benchmark combines CAPTCHA with cognitive psychology tasks to test not only outputs, but how answers are produced. Results suggest frontier models like Claude, GPT, and Gemini are not necessarily more humanlike than smaller or cognition-trained models.
Nous Research 如何利用 Vercel BotID 大規模阻擋自動化惡意攻擊
Vercel Changelog219 days agoBusiness### Background and Challenge: Automated Abuse Targeting AI Services Nous Research, a leading open-source AI research organization, has released many popular…
Vercel 限時免費開放 BotID 深度分析功能至 1 月 15 日
Vercel Changelog221 days agoReleaseVercel has announced a limited-time offer in its official Changelog: from now until January 15, 2026, all users can access the "BotID Deep Analysis" feature…
Vercel 推出 BotID 深度分析功能：即時攔截複雜的惡意 Bot 網路★ 75
Vercel Changelog226 days agoReleaseVercel recently announced a major security update, introducing the "BotID Deep Analysis" feature and sharing how the technology successfully intercepted a…
在 Vercel Observability 中查看與查詢機器人驗證數據
Vercel Changelog257 days agoReleaseVercel recently announced the addition of a new feature to its Observability tools: the ability to view and query "Bot Verification Data." This update aims to…
Vercel 推出 BotID 技術，精準攔截偽裝爬蟲並防範隱蔽的 SEO 毒化攻擊★ 70
Vercel Changelog265 days agoReleaseIn modern web development, search engine optimization (SEO) is the lifeblood of website traffic. To ensure websites are properly indexed by Google or Bing…
Vercel BotID 升級深度分析模型，強化「偽造硬體」偵測能力
Vercel Changelog303 days agoReleaseVercel has recently released an important update to its security product, Vercel BotID, primarily upgrading its built-in "Deep Analysis Model" to significantly…
Vercel BotID 現在整合 Vercel 已驗證機器人目錄，提升爬蟲識別精準度
Vercel Changelog306 days agoReleaseVercel recently announced a significant upgrade to its security protection capabilities: its bot identification system, Vercel BotID, has now been officially…
Vercel 機器人驗證功能現已支援 Web Bot Auth
Vercel Changelog306 days agoReleaseVercel recently released an update announcing that its platform's built-in Bot Verification feature now officially supports "Web Bot Auth" (Web Bot…
Vercel BotID 現已支援所有前端框架，輕鬆管理 AI 爬蟲與機器人流量
Vercel Changelog327 days agoReleaseVercel has officially announced that its "BotID" feature for identifying and managing bot traffic is now fully supported across all frontend frameworks…
Vercel BotID 正式全面啟用 (GA)，助開發者精準識別與控管 AI 爬蟲及機器人流量★ 75
Vercel Changelog354 days agoReleaseVercel has officially announced that its bot-identification service, "Vercel BotID," has exited Beta and is now Generally Available (GA) to all users. With the…
Vercel 推出 BotID：針對關鍵路由的無感機器人過濾功能★ 75
Vercel Changelog354 days agoReleaseVercel has officially announced a new security feature called "BotID," designed to provide invisible and efficient bot filtering for a website's critical…