相较于行业内追求通用能力、依靠蒸馏弥补短板的团队，阶跃星辰自创立之初就专注垂直场景，走差异化自研路线，模型性能精准契合细分需求，既避免了与海外巨头的正面竞争，也远离了蒸馏的灰色地带。本次美国联盟的行动对其业务发展几乎不构成冲击，甚至可能借助行业洗牌抢占更多垂直市场份额。
It says standardised questions reduce bias and give candidates like Mollie, who find traditional interviews stressful, a fairer chance.
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CircleCI further reports (page 11) that, year-over-year, they see a 13% increase in recovery time for a broken main branch, and a 25% increase for broken feature branches. And (page 12) they also say failures are increasing: