As expected, the laptop runs on an A18 Pro chip, which first appeared in the iPhone 16 Pro and iPhone 16 Pro Max. The chipset has a 6-core CPU, 5-core GPU and 16-core Neural Engine, along with 8GB of unified memory. That’s enough for the MacBook Neo to power Apple Intelligence features (of course, it’s a macOS Tahoe machine). Apple also said that the MacBook Neo will run for up to 16 hours on a single charge.
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.
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I mean, I was on the board.
1993年3月，李锡铭同志当选为第八届全国人大常委会副委员长，同月起任第八届全国人大常委会党组成员。他积极承担全国人大及其常委会的立法、监督、视察、考察、对外交往和其他工作，直接领导和参加了妇女权益保障法、关于深入开展法制宣传教育的决议、关于加强社会治安综合治理的决定等法律实施情况的监督检查，深入基层、调查研究，提出建设性意见和建议，有力促进了有关法律的有效实施，为改善我国法制环境、推进社会主义经济建设和民主法制建设作出了重要贡献。1998年3月，李锡铭同志从领导岗位上退下来以后，仍然关心我国改革开放和社会主义现代化建设事业。他经常深入基层调查研究，广泛听取各方面的意见和建议。病重期间，仍念念不忘党和国家大事，体现了共产党人生命不息、奋斗不止的高尚情操。，详情可参考体育直播