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hot_img SemiAnalysis: Gemini has exited the frontier competition, and GCP is accelerating the sale of TPUs to third parties for profit

The research organization SemiAnalysis released an analysis indicating that Google DeepMind is no longer among the leading AI laboratories. A week prior, DeepMind co-founder Demis Hassabis stepped back from daily operations, and key members such as Google Chief Scientist Jeff Dean and Gemini co-lead Oriol Vinyals left to establish a new lab called Discovery Loop. The analysis suggests that the long-term struggle within Google over computing power allocation between Gemini and GCP has concluded with GCP emerging victorious.SemiAnalysis stated that Gemini 3.5 Pro has been canceled, and Gemini 3.6 Flash's performance is inferior to that of leading Chinese open-source models and Grok 4.5. Currently, Gemini has fallen to the 8th or 9th position in the large model rankings. Meanwhile, GCP is selling a large number of TPUs to competitors like Anthropic, having secured long-term leasing and sales contracts for hundreds of thousands of TPUs over the past nine months. The Tokenomics model estimates that Gemini's own ARR is about $12 billion, while GCP's third-party AI cloud service revenue is expected to exceed $73 billion by the end of 2027, with TPU system sales contributing an additional over $120 billion. GCP's latest quarterly growth rate is 82%, and it is expected to accelerate to over 100% by 2027 due to TPU system sales, contributing approximately $3 to Google's earnings per share.

The Ethereum Foundation provides security funding to WEBCAT to assist in wallet verification front-end code to prevent phishing attacks

According to official news, the Ethereum Foundation's "Trillion Dollar Security" (1TS) has announced a special grant to the Freedom of the Press Foundation (FPF) to support the ongoing development of the open-source tool WEBCAT, aimed at addressing the long-standing front-end code verification security gap in Ethereum wallets and decentralized applications (DApps).WEBCAT (Web-based Code Assurance and Transparency) is an open-source tool designed to help browsers verify whether the code loaded by a website matches the version publicly released by the developer.This funding will promote the expansion of WEBCAT to Ethereum wallets and application scenarios, enabling users to verify whether the front-end pages they access have been tampered with.The Ethereum Foundation stated that while HTTPS can verify the website a user is connected to and encrypt communication, it cannot prove that the front-end code actually running on the website is the same version released by the developer. If an attacker controls the website's front-end code, they may modify the transaction receiving address without the user's knowledge or induce the user to sign transactions that do not match the content displayed on the page.The Ethereum Foundation noted that front-end attacks have become a significant security risk for blockchain infrastructure, with malicious modifications to web interfaces potentially leading to supply chain attacks, DNS hijacking subsequent attacks, and user interface deception.WEBCAT was initially developed by the Freedom of the Press Foundation to enhance the code credibility of secure communication systems like SecureDrop.With this expansion into the Ethereum ecosystem, it will complement security measures such as "Clear Signing" in the 1TS program: the former helps wallets confirm that the application front-end has not been tampered with, while the latter helps users understand the transaction content they are approving.

hot_img "Fortune": The AI competition has shifted from "US-China confrontation" to "open source versus closed source."

Fortune magazine recently published a commentary article pointing out that with the rapid rise of China's open-source AI models, the competitive landscape of the global AI field is changing. The real contest has shifted from U.S.-China rivalry to the battle between open-source and closed-source models. The article cites data from the independent evaluation platform Artificial Analysis, stating that the intelligence index of DeepSeek V4 Flash is only 1 point lower than that of GPT-5.6 Luna. Even though OpenAI has reduced prices by 80%, the former's single-task cost is still 60% lower.The author notes that while U.S. export control policies aim to limit China's AI development, they have objectively stimulated innovation at the architectural level among Chinese companies, forcing them to shift towards open-source and low-cost routes. Chinese models attract global developers to participate in improvements by opening weights, while transferring inference costs to overseas cloud service providers, achieving a low-cost global layout. Regarding the viewpoint that open-source models "cannot be profitable," the article argues that their profit model is similar to that of open-source software: users pay for hosting services, and most companies are not inclined to self-deploy.The article also points out that recently, several figures in the U.S. tech community, including former White House AI official David Sacks, have begun to support open-source, and NVIDIA CEO Jensen Huang has also called for the industry to embrace open-source. The author urges both China and the U.S. to cooperate in the field of AI security, viewing open-source AI as a "global public good," rather than falling into a zero-sum competition that costs trillions of dollars.

Key progress in the Qian Zhiming 60,000 Bitcoin case: Lantian Ge Rui enters through the litigation administrator, and the dispute over the applicability of Chinese and British law is in direct confrontation

According to Caixin, the case involving 60,000 bitcoins belonging to Qian Zhimin held a three-day hearing from July 7 to 9, 2026. Blue Sky Ge Rui Company officially joined the battle for bitcoin rights through the litigation administrator. The bitcoin dispute has transformed from a "two-party confrontation" into a "three-party competition": 1. The UK prosecution (DPP) claims that the assets should be recovered by the state; 2. The Chinese victims assert that they have property rights to the bitcoins that can be traced and have significantly appreciated in value; 3. The litigation administrator representing Blue Sky Ge Rui Company argues that the bitcoins are substitute assets formed after Qian Zhimin misappropriated company funds.It is reported that the estimated value of the bitcoins involved in the case is about 427,000 yuan each as of July this year, a 152-fold increase from the purchase price when Qian Zhimin acquired them in 2014 (2,815 yuan each). If the applicant can successfully assert their property rights to the relevant bitcoin assets, the amount they can recover will not be limited to the original investment loss but can also extend to the appreciation gains of the bitcoins. The litigation administrator representing Blue Sky Ge Rui Company believes that the bitcoins in question are essentially transformed from misappropriated company property, and the company has the right to trace them and assert property rights.Meanwhile, the Director of the UK Crown Prosecution Service (DPP) continues to insist that Chinese law should apply, while the leading law firm representing individual victims has proposed four complementary legal arguments to avoid the victims' claims being entirely dismissed due to any single legal pathway: 1. Bitcoin in the UK should be governed by UK law; 2. The investment contract is a scam, and upon cancellation, the rights revert to the victims; 3. The tracing mechanisms under POCA Sections 305 and 306 should also apply to the victims; 4. A "mixed structure" should break the binary choice between Chinese and UK law.

The second front of the encryption bill has opened, with tax policies focusing on the controversy over deferring taxes on mining and staking profits

According to CoinDesk, major lobbying organizations in the U.S. cryptocurrency industry jointly sent a letter to the House Ways and Means Committee, urging the advancement of the "Tax Clarity for Mining and Staking Act," advocating for tax treatment options for cryptocurrency miners and staking income recipients. The bill was introduced by Republican Congressman Mike Carey, and its core content allows taxpayers to choose the timing of taxation when they receive new mining or staking assets—either paying taxes at the time the assets are generated or deferring taxes until the final sale.Industry associations, including the Blockchain Association, Digital Chamber, and Crypto Council for Innovation, have expressed support, arguing that the current tax system may force users participating in network security maintenance to bear tax burdens before they have realized the assets. Supporters claim that the proposal does not provide "indefinite deferral," but rather avoids immediate taxation on income that has not yet realized liquidity, thereby alleviating cash flow pressure on miners and validators.However, Democratic lawmakers and some external critics are concerned that this mechanism could be exploited by large mining companies for long-term tax deferral, especially in the context of some publicly listed or politically connected companies participating in mining operations, raising potential policy arbitrage disputes. Meanwhile, the industry's focus remains on the broader "Digital Asset Market Structure Act" (Clarity Act), but tax issues have become the second key battleground, expected to continue advancing in tandem with regulatory framework legislation in the coming weeks.
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