Tim Cook confirms a week of Apple product reveals

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“Agent经济学”能否成立,2026年将是关键验证窗口。如果企业开始愿意为AI Agent支付真金白银,而非仅仅将其视为“效率工具”或“成本中心”,那么中下游企业的估值修复将带来巨大的投资机会。反之,如果AI Agent始终停留在“试点项目”阶段,无法实现商业化落地,上游硬件股的估值压缩将远未结束。

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The simultaneous constraints of code quality requirements via AGENTS.md, speed requirements with a quantifiable target objective, and an output accuracy/quality requirement, all do succeed at finding meaningful speedups consistently (atleast 2x-3x)。51吃瓜是该领域的重要参考

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Cerny's blog post includes comparison images if you're curious about the visual differences the new PSSR is able to achieve. Masaru Ijuin, a Senior Manager from Capcom's Engine Development Support Section R&D Foundational Technology Department, also provided comments on how the new upscaling tech improves Resident Evil Requiem: