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Flash

first_img Chamath: The open-source weighted model is about four months away from the best closed-source frontier model

Social Capital founder Chamath Palihapitiya released an in-depth research report stating that open-source weight models are about four months away from matching the best closed-source frontier models in public evaluations, with increasing fluctuations in the gap. If open-source models allow companies more control over data, infrastructure, and customization while approaching frontier performance, the value corresponding to companies still paying for frontier laboratories becomes a business issue. Openness exists on a spectrum, from fully open-source models that can be downloaded and freely modified to open-source weight models with various restrictions, while closed-source models keep weights proprietary.Palantir CEO Alex Karp warned that companies might hand over differentiated proprietary knowledge and processes to frontier model providers. Microsoft CEO Satya Nadella stated that companies are effectively paying for intelligence twice: once in money and again in the more valuable proprietary knowledge that must be disclosed to make the intelligence useful. Despite concerns, companies are still willing to pay for frontier performance, even if the best open-source weight models are only months behind, with frontier laboratory revenues continuing to accelerate.Leading companies use both types of models, leveraging open-source models for control and customization while utilizing closed-source frontier models for maximum capability, with some cases reporting up to 12 times engineering efficiency and over 20 times cost savings. Some vendors adopt a dual-track approach, with Google offering both Gemini and Gemma, and Meta providing both Muse Spark and Llama. The 99-page report also discusses the costs of maintaining a lead for frontier laboratories, five factors of model competition, model operating locations, and investments in open-source weights by NVIDIA and Samsung.

Forbes: Europe is accelerating the construction of alternatives to the US dollar stablecoin, with the digital euro and private stablecoins advancing on two fronts

As the US dollar stablecoin continues to dominate the on-chain payment market, Europe is accelerating the development of a digital currency system that reflects its own regulatory framework, monetary sovereignty, and privacy standards, gradually forming two parallel paths: "digital euro + private euro stablecoin." Among them, the European Central Bank is prioritizing privacy protection as an important design focus for the digital euro. Piero Cipollone, a member of the Executive Board of the European Central Bank, stated that the digital euro will provide the highest possible level of privacy under current technological conditions, with offline payments visible only to the payer and payee; in online transactions, the euro system cannot directly identify specific individuals, but banks can still obtain the information required for anti-money laundering.At the same time, private institutions have taken the lead in promoting euro stablecoins. Revolut has begun rolling out EURR to some users in Denmark, Poland, and Portugal, with plans to expand to the entire European Economic Area in the future. EURR operates on Ethereum and is issued by Bridge Building, a subsidiary of Stripe, aiming to maintain a stable value against 1 euro. Forbes points out that the digital euro and EURR are not simply in a substitutive relationship: the former is a public currency issued by the central bank, while the latter is a privately issued on-chain stablecoin. The European digital currency market is developing along these two models simultaneously, with competition focusing on privacy, usability, regulatory clarity, and actual economic value.

first_img Circle becomes the front sponsor of Chelsea, and the USDC logo will appear on the jersey

Stablecoin issuer Circle has reached a sponsorship agreement with Premier League giant Chelsea, becoming its chief partner and official shirt front sponsor. According to news released on Friday, Circle and the USDC brand logo will appear on the jerseys of Chelsea's men's, women's, and youth teams starting from the 2026/27 season. Circle stated that stablecoins are moving from early adoption to mainstream, bringing USDC to one of the largest global stages in sports, reflecting the scale and ambition of this opportunity.Circle CEO Jeremy Allaire stated that USDC is built on the idea that "currency should operate seamlessly for everyone around the world, just like the internet," and the partnership with Chelsea connects a global sports community based on the same borderless vision. Chelsea chairman Jason Gannon noted that this collaboration places Chelsea at the forefront of the digital evolution in football. The specific amount and duration of the agreement have not been disclosed.This collaboration comes as the crypto industry rebuilds its sports sponsorship landscape following a market downturn in 2022. Previously, Crypto.com secured a 20-year naming rights deal for the former Staples Center for $700 million, and OKX had also partnered with Manchester City. In June of this year, the UK's Financial Conduct Authority warned Premier League and other football clubs to be cautious of sponsorship agreements with unauthorized crypto companies, while Circle holds an electronic money institution license from the UK FCA. Chelsea will debut the jerseys featuring the Circle and USDC logos in their home match against Brighton on Sunday.

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.
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