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first_img Analysis: The demand for AI infrastructure is longer than that of the internet, and general programming still drives ARR

Analysis of the AI semiconductor and infrastructure cycle indicates that the demand for AI infrastructure will continue to exceed that of the internet era, as user penetration and per capita token are multiplied and converted into tokens, significantly raising the ceiling. User penetration has surpassed 50%, with growth primarily coming from the still-early per capita token; the median monthly AI spending per employee in U.S. companies is about $12, which could long-term approach around 10% of white-collar salaries, approximately $1,000 per month, leaving nearly two orders of magnitude of space in between. Unlike the flat subscriptions and extremely low marginal hardware consumption of the internet, the high costs of inference make the marginal cost of a single access higher, requiring greater infrastructure intensity.After developers program, the next ARR growth will still mainly come from broad programming: non-programmers use programming infrastructure to complete non-programming tasks across industries, with programming becoming the default execution kernel for agents. Tasks related to broad programming account for about 60% to 70% of ARR. As of June 2026, Codex accounted for 64% of the total output tokens from Codex and ChatGPT among OpenAI's enterprise clients; since February, Codex has seen a much higher weekly growth in verticals such as law, sales recruitment, and marketing compared to engineering. In Anthropic's revenue, narrow development/software accounts for about 40%, while finance and insurance exceed 20%, with law, life sciences, retail, and others also having considerable shares.The demand-side token growth logic remains, with a high overlap between funders and beneficiaries.

South Korean media: Samsung Electronics plans to launch a shareholder return program of about 150 trillion won

On August 20, according to the Korea Economic Daily, Samsung Electronics plans to announce a shareholder return plan worth approximately 150 trillion won this month, exceeding the previously reported amount of 100 trillion won. It is expected to include measures such as stock buybacks and special dividends, potentially setting a new historical high for listed companies in South Korea. Industry insiders revealed that Samsung Electronics plans to hold a board meeting this month to review the relevant proposals. Earlier, the market had anticipated that the return scale could reach as high as 200 trillion won, but considering the company's basic principle of using 50% of free cash flow (FCF) for shareholder returns, the final scale is expected to be between 150 trillion and 160 trillion won.Samsung Electronics executives stated that with the recovery of the memory chip industry, the company's cash generation ability has significantly improved. Brokerages expect Samsung Electronics' total free cash flow for this year to be approximately 263 trillion won, and the cumulative free cash flow during the shareholder return policy period from 2024 to 2026 is expected to be around 319 trillion won. Based on a 50% return ratio, the total return funds are about 160 trillion won. After deducting the 39.1 trillion won already executed and planned for execution, the remaining funds are close to 120 trillion won.The market expects that Samsung Electronics may use the remaining funds to add a large-scale special dividend in addition to maintaining the regular dividend of 1,668 won per share each year, and to promote large-scale stock buybacks. Industry insiders indicate that following SK Hynix, Samsung Electronics' launch of a large-scale shareholder return plan may become an important factor in driving the valuation increase of the South Korean stock market.

first_img Blockchain.com has been approved to join Nigeria's SEC Accelerated Regulatory Incubation Program

According to Chainwire, global crypto platform Blockchain.com has been approved to join the Nigerian Securities and Exchange Commission (SEC) Accelerated Regulatory Incubation Program (ARIP). As a result, the company meets the SEC's preliminary participation requirements and can operate within the established sandbox framework, while continuously fulfilling compliance, testing parameters, and regulatory conditions. Through ARIP, Blockchain.com will work directly with the SEC to assess digital asset business models, test safeguards, and assist in refining the long-term regulatory framework. ARIP is aimed at virtual asset service providers and fintech innovators to evaluate emerging models, operational risks, and investor protection and anti-money laundering standards.Owen Odia, General Manager of Blockchain.com Africa, stated that Nigeria is one of the most important digital asset markets in Africa, and participating in ARIP is a significant step in the company's long-term commitment to the country, helping to introduce global experience in a controlled environment that supports a framework that protects consumers while encouraging responsible innovation. Over the past year, the company has obtained registration with the UK FCA, authorization under the EU MiCA framework, and a VASP license from the Cayman Islands CIMA. Founded in 2011, Blockchain.com serves over 70 jurisdictions, with more than 94 million wallets and 44 million confirmed accounts, processing over $1.1 trillion in crypto transactions.

X launches an original content reward program, the old revenue sharing plan will end on September 7

The X platform has announced the launch of the Original Content Rewards Program, aimed at rewarding creators who bring original perspectives, expertise, reporting, creativity, and commentary to the platform.X stated that, effective immediately, new users will no longer be able to join the original revenue sharing program. Existing revenue sharing program users can continue to earn revenue until September 7, during which three final payments will be made on August 14, August 28, and approximately September 11.Starting September 8, eligible existing creators can apply to join the new Original Content Rewards Program. The new program will distribute earnings based on the qualified exposure generated by the creator's original content, with rewards issued every two weeks, and the first payment expected to be issued on August 28.To apply for the Original Content Rewards Program, the following conditions must be met:Must be at least 18 years old;Reside in a country or region supported by the program;Account must be in good standing, with no multiple violations of revenue standards or service terms;Must have a personal or business account;Must subscribe to X Premium, Premium+, or Premium Business;Must have at least 500 verified followers;Must have achieved at least 500,000 impressions from verified users on the home timeline in the past 90 days (excluding reply impressions);Must continuously publish original content.
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