Unai Emery has seen most things in this game but he has never won at Wolves. In three and a half years at Villa, he has lost two and drawn one of his three games at Molineux. Twelve months ago they lost this fixture 2-0 and this week Emery shared his poor record to stress the difficulty of the challenge facing his side, particularly given they have won just one of their past five matches in all competitions. Emery even mentioned his visit to Wolverhampton with Arsenal in 2019, when his team trailed 3-0 at half-time and lost 3-1. For Emery, there is no better time to break his duck, with the schedule dictating that Villa could move nine points clear of fifth-placed Chelsea, who visit Villa on Wednesday, before Liam Rosenior’s side travel to Arsenal on Sunday. Victory would enhance Villa’s chances of returning to the Champions League but also pile pressure on direct rivals. Ben Fisher
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把握伦理边界，确保技术应用不跑偏。数字技术赋能监督执纪，既要追求效率提升，也要坚守伦理底线。在利用算法开展风险研判时，应注意防止简单“一刀切”。实际上，算法只能识别数据异常现象，却难以全面透彻理解纷繁复杂的现实场景。比如，现实中，有的基层干部为解决汛期群众紧急安置问题，短时间内高频次协调采购救灾物资、拨付应急资金，单从数据指标上看可能有些不正常，但实际情况则是为了保障民生。这就需要建立“算法预警+人工复核+实地核查”协同研判机制，不能让数据牵着鼻子走，而要让数据算法服务于纪检监察工作，让监督执纪既有力度又实事求是。
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