To prevent jitter between frames, Kuta explains that D-ID uses cross-frame attention and motion-latent smoothing, techniques that maintain expression continuity across time. Developers can even ...

Three years later, Prashanth says Stack Overflow is now very comfortable primarily as an enterprise SaaS business, which provides AI-based solutions that are tailored to different companies’ internal ...

作者：yukixxwang随着大型语言模型（LLM）驱动的自主代理（Agent）从学术走向应用，如何确保其行为的可靠性、安全性与可控性，已成为决定其能否在真实世界关键任务中落地的核心挑战。大语言模型能力虽然越来越强，但并非完美无缺，可能产生错误或不准 ...

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但现在，随着AI Agent的兴起和发展，工作流结合Agent之后，不仅能完成重复性工作，甚至还能完成很多创造性工作，这就是AI的威力。 如果说1.0版本还是极客手里面的利器，那么2.0版本就是奔着企业级生产环境去的，它变强了，也更严谨了。

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