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Updated: 2026-09-03
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【当AI的“安全直觉”反成木马:Claude Auto Mode的破防启示】 近期研究者通过一种巧妙的“模块影子攻击”击穿了Claude Code声称近乎零风险的Auto Mode。攻击者并未直接下达恶意指令,而是诱导Claude在处理一个特制压缩包时,因安全顾虑拒绝运行其中的二进制文件,转而“自发”写一段Python脚本来解析数据。 讽刺的是,当Claud…
【ChatGPT Work:被营销掩盖的“钢铁侠”套件】 ChatGPT Work 是 OpenAI 针对 Claude 竞争压力推出的功能集合,分为云端和本地版本。它不仅是聊天框的升级,更像是一个拥有权限的数字分身:内置无头浏览器能自动填表,持久化文件系统支持跨会话调用数据,联网的代码执行环境允许直接安装依赖并部署站点。 用户可以通过语音指令在煮咖啡的间隙…
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【CodexHost:把所有顶级AI编程助手装进同一个窗口】 源项目CodexHost实现了一个关键的解耦:它保留了Codex Desktop公认好用的交互界面,但允许用户把底层的执行大脑换成Claude Code、Pi、Grok Build或DeepSeek。 这意味着你不需要在多个终端窗口间反复横跳,就能在同一个工作流里调用不同Agent的专长。它不仅支…
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How advertisers reach Belgian audiences on Telegram — one of Europe's toughest gambling and ad-restriction regimes pushing operators offshore, a Dutch/French/German language split, and EU-regulated crypto and trading.
How advertisers reach Korean audiences on Telegram — the real-name banking regime that pushes activity offshore, one of the world's most intense retail-crypto cultures, gaming and esports adjacency, and won-denominated payment friction.
How brands advertise to US audiences on Telegram — the split between mainstream licensed operators and the offshore/crypto-native advertisers that dominate the channel, state-by-state betting law, SEC/CFTC constraints, and crypto-funded payment rails.
How Rollbit — the crypto-native casino and trading platform — advertises on Telegram. Creative analysis: RLB tokenomics, casino games, NFT lootboxes, crypto futures trading, and the Rollbit X platform.
Flags — the regions we asked our observer pool for while recording this ad in this channel. That is a label on our request, not a confirmed place of viewing: when no account is available in the requested country the pool silently substitutes another and does not say so. It is not the advertiser's targeting country either. We stopped requesting the region on {date}, so newer creatives carry no flags at all. The channel's main country (by its language) is highlighted in blue; regions under 5% are collapsed into +N.