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A user describes how a prompt injection attack embedded in an email almost tricked their AI assistant into forwarding bank statements to a stranger, highlighting a real security risk for AI agents with account access.
The article discusses a design decision where AI drafts a reply for users to approve before sending, emphasizing a human-in-the-loop approach to maintain control and quality.
LangChain official team has open-sourced a hands-on tutorial "Agents From Scratch" for building an AI Agent from scratch, covering agent construction, evaluation, human-machine collaboration, memory mechanisms, and finally integrating with Gmail API to create a real email management assistant.
Recommends 10 practical open-source GitHub projects, covering AI investment analysis, multi-model chat client, video generation engine, financial terminal, automated short video generation, AI email client, voice cloning, domain information collection, Claude skill sets, and API integration, etc.
Supafax is an email-native assistant that learns how you work to improve productivity.
TabMail is an AI-powered email assistant launching for iOS and Thunderbird users.