📄 中文摘要
经过一年的秘密开发，我们的公司今天正式推出了为 Telegram 构建的 AI 工具。在此期间，我们与国际客户签署了保密协议，未设立公共网站或社交媒体账号。此次发布的两个产品中，AI 评论系统能够生成自然的 Telegram 讨论，利用超过 1000 个持久的 AI 人物。技术挑战在于使生成的文本更具人性化，解决方案包括多次质量检查、观点漂移、线程回复和短评论的生成，以及模拟打字的功能。这些创新使得讨论更真实，接近人类的交流方式。
从隐秘到公开：我们如何为 Telegram 构建 AI 工具（以及我们今天为何公开发布）
📄 English Summary
From Stealth to Launch: How We Built AI Tools for Telegram (and Why We're Going Public Today)
After over a year of stealth development, the company is publicly launching AI tools for Telegram. During this time, it operated without a public website or social media presence, working under NDA with international clients. The two products include an AI Comment System that generates natural discussions on Telegram using over 1,000 persistent AI personas. The main technical challenge was to make the generated text feel human-like. Solutions included a multi-pass quality pipeline, opinion drift for personas, 65-85% threaded replies for real conversations, 35%+ short comments for authentic chat, and typing emulation. These innovations enhance the realism of discussions, making them closer to human interactions.