a. Minimax AI 产品家族（含 Minimax、视频生成海螺 AI、音频生成 Minimax Audio、Talkie，主要靠 Talkie 和海螺 AI）收入小超 1500 万美金，同比增长从前 9 个月的接近 150% 增速砍半，回落到了 82%，是增长回落的主要原因。
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。关于这个话题，体育直播提供了深入分析
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But those tricks, I believe, are quite clear to everybody that has worked extensively with automatic programming in the latest months. To think in terms of “what a human would need” is often the best bet, plus a few LLMs specific things, like the forgetting issue after context compaction, the continuous ability to verify it is on the right track, and so forth.，更多细节参见体育直播