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Design an AI email assistant that drafts replies, summarizes threads, and prioritizes the inbox.

Summarize, draft, and triage, all across the most sensitive PII a person holds. The signal is grounding in the real thread, matching the user's voice, and a firm human-in-the-loop rule on anything that gets sent.

Updated Sep 2026 · Grounded in real GenAI, LLM, and AI/ML engineering interview loops and written to a senior-engineer editorial bar.

Summarize, draft, and triage, all across the most sensitive PII a person holds. The signal is grounding in the real thread, matching the user's voice, and a firm human-in-the-loop rule on anything that gets sent.

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