You don't hear as much about context engineering these days. The scale has tipped in favor of models that forgive noisier context and reason through messier terrain (larger context windows help too). Still, being mindful of what eats up context remains relevant. A few examples of where it still bites:
Much as Kompany insisted that “prizes are awarded at the end of a season, not in February”, none of the 80,000 fans in Signal Iduna Park or those beyond needed any telling what this all meant. Joshua Kimmich’s beautifully taken late winner, snuffing out a late Borussia Dortmund comeback, gave Bayern Munich a 3-2 victory in an oscillating thriller and extended their lead at the top to 11 points, with 10 games to go. Game, set and match, even if Bayern’s CEO Jan-Christian Dreesen resisted an attempt by the presenters of Bild Sport to ply him with a glass of championship champagne on Sunday.
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在量子计算方面，中国与美国的差距大约在3到5年左右。量子比特的数量不是唯一指标——相干时间、门保真度、量子体积等都是衡量量子芯片性能的关键参数。在这些综合指标上，中国与国际先进水平的差距仍然明显。
过去的一年很不寻常、很不平凡。人民军队深入推进政治整训，有效应对各种风险挑战，在反腐败斗争中经受革命性锻造。全军广大官兵特别是基层官兵坚定听党话、跟党走，忠诚履职尽责，聚力攻坚克难，圆满完成各项任务，是完全过得硬、信得过的。
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