It isn’t just smaller organizations that have this problem. The domain hyfnrsx1[.]com had subdomains that served as CNAMEs for global food and beverage companies and just recently expired. Hijacked CNAMEs for both companies were observed in phishing emails starting January 2026.
In the Neo, Apple skimps on specs so it can offer its signature premium build quality and polished, reliable operating system at a lower price point. It's effectively a MacBook "SE" in all but name. On paper, it seems ideal for those who don't need a ton of power, like kids and people who were already using their iPads as laptops. I could also see existing MacBook Air and Pro owners buying a Neo as a secondary laptop for travel.
，这一点在新收录的资料中也有详细论述
Why managers (TEXTURE_MANAGER, MATERIAL_MANAGER, FONT_MANAGER, NET_MANAGER)? Because everything runs in a loop, and there are few good ways to persist state between iterations. Back in Clayquad, you had three options for images: always loaded, loaded every frame, or build your own caching system. Ply's managers handle all of that in the background. Tell the engine where your image is, it handles caching, eviction, and lifetime. The same pattern applies to materials, fonts, and network requests. All simplifying memory across frames so you never think about it.
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The conventional wisdom, Nguyen recalled, was that this was simply a reflection of the left-leaning academic corpus these models were trained on. But Nguyen had a hypothesis: “These agents are doing a lot of work. And if they’re getting none of the reward for all of this work, it kind of stands to reason — it wouldn’t be the craziest surprise that they might map that towards a more Marxist view of the world.” Hall ran with the idea almost immediately, and the three researchers were soon DMing each other to design the experiment.