Google is making its biggest change to its search business in more than two decades by integrating AI-generated answers, conversational search and reasoning tools into its core search product. According to Bloomberg, Nick Fox, Google’s senior vice president of Knowledge and Information, said AI will let users ask more complex questions and get faster, more useful answers while still connecting people to content across the web, though the shift could reduce keystrokes and affect creators and publishers.

Switzerland rejected a proposal to cap its population at 10 million people. In a vote, according to Bloomberg, the measure was described as a radical plan that would have escalated efforts by wealthy nations to impose strict curbs on immigration.

Humanity Protocol's H token rose about 210% to trade near $0.627 on Sunday following a June 8 exploit, after previously suffering a steep sell-off. According to NS3.AI, the rebound came after the token collapsed more than 80% on the day attackers seized private keys. The attacker still controls the BNB Smart Chain deployment and retains the ability to mint new tokens.

BNY, which has $59.4 trillion in assets under custody and administration, announced in May that it would offer Bitcoin and Ethereum custody in Abu Dhabi. According to NS3.AI, Standard Chartered confirmed it will fully acquire Zodia Custody, with the deal expected to close by the end of August. Separately, Taurus said MPC-based custody could face structural limitations if blockchains migrate to quantum-resistant signature schemes.

A search for “finance analyst” shows about 80 vacancies in London on a prominent recruitment website. According to Bloomberg, the same website listed more than 350 such roles four years earlier.

Ray Dalio, founder of Bridgewater Associates, said investors should not blindly rely on even the most advanced AI systems because widely known information quickly loses investment value in markets that are close to zero-sum. According to ChainCatcher, Dalio argued that durable competitive advantage still comes from unique human understanding and deep insight, rather than from following AI outputs. Drawing on Bridgewater’s 50 years of experience, Dalio said investment decisions should be built on a clear, understandable, and verifiable system of principles. He described “principled thinking” as systematizing decision standards by analyzing situations and cause-and-effect relationships, documenting core principles, validating them with historical data where possible, and then converting them into computable, automated decision systems. Dalio added that forming sound principles cannot rely solely on data mining or simply asking AI questions, but requires logical reasoning and an understanding of how the real world works. He characterized the process as a cooperative dynamic between humans and AI: AI provides structured recommendations based on established principles, while humans independently evaluate them within their own framework, comparing and testing logic to refine the decision system. Dalio said valuable principles should hold across time and regions and be tested through different historical cycles and market environments. If a principle fails, he said investors should re-examine the underlying causal relationships and revise it. Dalio said he has applied this approach in his family office to better use new-generation AI and plans to continue sharing the methodology. He also said the ability to combine AI with principled thinking may become a key divider of future competitiveness in markets.

不是提示注入，不是角色扮演，也不是把恶意请求伪装成正常问题。这一次，风险出现在智能体自主完成任务的过程中。

AI不会让你失业，它只是把你身上“像机器的那部分”剥掉，剩下的才是人。

Anthropic,人工智能,美国,Anthropic最强模型被封的24小时：3通电话 大股东的背刺与叙事控制权的消失 金色财经,亚马逊在这件事里的位置很微妙。

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渣打银行分析师Geoffrey Kendrick提出了一个颇为大胆的观点：BTC周期底部已经锁定在59k附近，跌幅53%，冬天结束了，欢迎回到加密春天。

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金色周刊是金色财经推出的一档每周区块链行业总结栏目，内容涵盖一周重点新闻、行情与合约数据、矿业信息、项目动态、技术进展等行业动态。