Replacing actors with AI is "dumb as hell," says Clair Obscur: Expedition 33 and Baldur's Gate 3 star Jennifer English, because "humanness" is what makes these RPGs "so beloved"

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人工智能,是引领新一轮科技革命和产业变革的战略性技术。2026年2月,习近平总书记来到位于北京亦庄的国家信创园,详细了解信息技术创新应用等情况,仔细察看人工智能、机器人等科技创新成果展示,频频同科研人员和科技企业负责人代表交流。

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Scenario generation + real conversation import - Our scenario generation agent bootstraps your test suite from a description of your agent. But real users find paths no generator anticipates, so we also ingest your production conversations and automatically extract test cases from them. Your coverage evolves as your users do.Mock tool platform - Agents call tools. Running simulations against real APIs is slow and flaky. Our mock tool platform lets you define tool schemas, behavior, and return values so simulations exercise tool selection and decision-making without touching production systems.Deterministic, structured test cases - LLMs are stochastic. A CI test that passes "most of the time" is useless. Rather than free-form prompts, our evaluators are defined as structured conditional action trees: explicit conditions that trigger specific responses, with support for fixed messages when word-for-word precision matters. This means the synthetic user behaves consistently across runs - same branching logic, same inputs - so a failure is a real regression, not noise.Cekura also monitors your live agent traffic. The obvious alternative here is a tracing platform like Langfuse or LangSmith - and they're great tools for debugging individual LLM calls. But conversational agents have a different failure mode: the bug isn't in any single turn, it's in how turns relate to each other. Take a verification flow that requires name, date of birth, and phone number before proceeding - if the agent skips asking for DOB and moves on anyway, every individual turn looks fine in isolation. The failure only becomes visible when you evaluate the full session as a unit. Cekura is built around this from the ground up.

2. 具身智能的“双速组织”难题2026年也是具身智能(Embodied AI)爆发元年。Tesla Optimus、Figure AI等公司的崛起,给组织带来了全新的摩擦:软件之快 vs 硬件之慢。。业内人士推荐体育直播作为进阶阅读

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