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算法层面，团队核心成员均来自中科院自动化所。除刘年丰外，联创及算法总监刘京、青年首席科学家黄岩均为谭铁牛院士的博士生，深耕人工智能与多模态智能领域，毕业后曾就职于微软、华为等企业；联创曹恩华为中科院自动化所硕士，曾任阿里达摩院算法专家。
One of the flashiest ways Good Inside is serving parents at the moment is with its AI chatbot GiGi. Kennedy says she’s “pragmatic;” she knows parents are asking ChatGPT and Claude their middle-of-the-night and mid-meltdown questions. She envisions GiGi as a trusted space for parents; one that fosters more of a “two-way relationship” that connects the dots for users. “A parent might ask about three very different things in three different sessions, but on our end, we see the thread throughout, and can serve up what they might be missing and what might be a helpful next step,” Kennedy says. That kind of predictive support can help get parents out of “fire-extinguishing mode,” Kennedy says. “I always tell parents, better than knowing how to extinguish a fire is actually just having fewer fires.”