Vinod Khosla has been thinking about artificial intelligence longer than most, and betting on it longer than almost anyone. The legendary venture capitalist who scored a 2,500x return with Juniper Networks and became the first institutional investor in OpenAI—wiring in $50 million at a $1 billion valuation—has a message for anyone fretting about AI taking their job: That’s probably going to happen, but it ultimately can be a good thing.
Зеленский заявил о запросе от США на участие Киева в ситуации на Ближнем Востоке20:47
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One of the most important countermeasures against credential abuse is the ability to ban users who behave badly. This sort of revocation happens all the time on real sites: for example, when a user posts spam on a website, or abuses the site’s terms of service. Yet implementing revocation with anonymous credentials seems implicitly difficult. In a non-anonymous credential system we simply identify the user and add them to a banlist. But anonymous credential users are anonymous! How do you ban a user who doesn’t have to identify themselves?，更多细节参见PDF资料
尽管在节奏上接近人工浏览，这套流量仍暴露出明显的自动化特征。 访问几乎完全集中在内存类商品，不会自发扩散到站内其他硬件品类。 流量曲线也缺乏正常用户的“周末低谷”或“晚间高峰”；相反，当机器人遇到技术故障时访问量会瞬间断崖式下跌，修复后又立即恢复满负荷，这种“阶跃式”变化与人类用户对故障与延迟的渐进反应大相径庭。。PDF资料对此有专业解读
深度横评：2026 年，AI 生成 PPT 到底进化到什么程度了？