Press Release
ACI quantitative robot-The power of reading the trends
In 1962, Everett-Rogers proposed the theory of innovative diffusion, designed to explain how, why, and how quickly new ideas and technologies were spread. The theory explains how a product or technology gains momentum and spreads across a specific population over time. The end result is that people apply a product, technology, or idea. One of the key implications is that the application of a new technology in the population does not occur simultaneously. Instead, certain people and groups are more likely to apply technology at different times, consistent with specific psychological and social characteristics. There are five established applicationcategories for new ideas or products. These categories are defined below.
A The Innovator. “Innovators are adventurous and willing to take the risks. They fundamentally wanted to be the first person to try something new. Their goal is to explore new technologies or innovation and to find opportunities to be drivers of change. 」
B Early App. “Once the benefits of a new innovation start to become obvious, early apps are eager to try. Early apps bought new technology to achieve revolutionary breakthroughs that gave them a huge competitive advantage in their industry. They like to gain more advantages than their peers, and they seem to have the time and money to invest. 」
C Early majority. “The early majority of the mainstream usually focused on innovation in solving specific problems. They look for complete products that are fully tested, adhere to industry standards, and are used by others they know in the industry. They are looking for gradual, proven ways to do what they are already doing. 」
D Later majority. “The late most are risk aversion, applying only new innovations to avoid the embarrassment of being left behind. 」
E The Times. “The outdated people stick to the end. They valued traditional methods of doing things and refused to apply new technologies until they were eliminated by previous systems and forced to do it. 」
Bitcoin has captured the human imagination. Bitcoin’s story is perhaps more tempting than any previous high-tech innovation. It brings the most cutting-edge innovation to one of the foundations of mankind: currency. Given the possibility of revolutionizing such a fundamental concept, Bitcoin underwent several speculative cycles in its brief history. However, it would be a serious mistake to use these cycles as grounds for denying Bitcoin. These cycles are a well-understood psychological phenomenon caused by man’s fascination with new things. Moreover, any excessive emphasis on foam is to see the trees without the forest. Because, in just 12 years, Bitcoin has grown to 135 million users worldwide, with a faster application rate than the Internet, mobile phone, or virtual banking tools, namely PayPal, in the comparable period. At the current application rate, Bitcoin will reach 1 billion users in four years. Bitcoin, like all previous innovative technologies, is following a predictable and transparent application curve, although accelerating.
Such an incremental user base, the dividend period retained to us ordinary people about how long still?
Which track should we choose during the dividend period, and what can we can and do on this track?
These will be left for everyone to sink down to think;
For me personally, why I choose quantitative trading this derivative as a long-term development track, why I choose ACI quantitative robot, below I explain this question from two aspects.
First, the above mentioned Bitcoin development rate and user growth base, then for this market must be more and more user growth base, because this is the market of mankind, is Bitcoin’s original design concept —— decentralization, in the future, more and more people will enter the huge market derived from the digital currency such as bitcoin, Ethereum; the longer time period, one year, two years or five years, this cycle youcan grasp the number of your wealth appreciation (the biggest wealth);
Second, the first thing new users enter the market must face the secondary market, retained in the secondary market will learn currency speculation and trading, so what is the biggest difference between quantitative and labor? To enter the secondary market to do trading, the first is to learn mathematics, physics and chemistry, the second is anti-humanity, to face and accept the market of every market fluctuations, the third is to establish a set of their own trading system and resolutely implement. These three points seem simple, but need the hard conditions: 1, talent; 2, systematic learning and combat; 3,5 or even over 10 years of full-time experience; otherwise why there has been a saying: one profit, two draws, two losses and seven losses. Ask, if every user can make money in the digital money market, where does the money come from? And quantitative trading it is more suitable for ordinary players, it also has a scientific name called algorithm trading, it will replace artificial strategy, with mathematical models and scientific strategy, to achieve a certain conditions, but its profit is a stable long-term absolute value, rather than the short term of wealth; because each of us enter the digital currency secondary market, the original intention is to improve life, achieve wealth growth, increase the happiness index;
Third, why do you choose the ACI quantitative robot as a tool to fry the currency?
1. Select any product to make a comparison, especially the financial industry; here put forward a core: withdrawal rate is linked to risk, and the secondary market price of digital currency fluctuates greatly, a careless will be a large withdrawal, so we choose the product is not its return rate, but two products, product recovery rate is 100%, and 50%, product 20 year rate is 70%, and the withdrawal rate is 10%, the choice is only product 2;
2. Fund utilization rate, not just play finance, as long as you do business you will understand that the nature of business is not related to fund utilization, the greater your capital utilization proves that the more you can do, the more pipeline to profit; (those who play Martin strategy)
3. The concept reflected by the ACI quantitative robot is also consistent with the personal development ideal, It is free and continuously updated and optimized for life, Of course there is no free lunch, After all, everything takes costs, It charges a small transaction fee, To mark 99.99% of the various products on the current market, All exceptions are the lowest 20% profit withdrawals, Take an example here, If 10,000 u profit 1,000 u, Excluding withdrawal servants and exchange fees, Only over 700 u, came up with While the same ACI quantized robot profits 1,000 u, with 10,000 u Remove fees, Final hand 935-940u;
4. API technology interface of trading platform, do quantitative is a core is security and stability, as the three head compliance trading platform —— currency network, I think I don’t need me to introduce, whether from the user base, trading depth or technical security, is the best choice, after all, security and stability is not what we want;
Simply summary, quantification is actually statistics
About Author
Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
Press Release
Numerai Completes Third Strategic NMR Buyback, Bringing Total Repurchases to $3.2 Million
San Francisco, CA, July 17th, 2026, Chainwire
Crowdsourced Hedge Fund Completes Third Open-Market Purchase as Contributor Network and Assets Continue to Grow
Numerai, the decentralized hedge fund powered by crowdsourced machine learning, today announced the completion of a third strategic purchase of Numeraire (NMR), acquiring an additional $1.2 million of the token from the open market. The purchase brings Numerai’s total NMR buybacks to $3.2 million within one year.
The buyback reflects Numerai’s continued investment in the staking system that aligns thousands of independent data scientists toward improving the firm’s Stake-Weighted Meta Model, the machine learning model that powers Numerai’s hedge fund. Contributors stake NMR on their models, earning additional NMR when their predictions perform well on future market data and losing it when they do not. The resulting Stake-Weighted Meta Model continues to outperform Numerai’s internal benchmark models, demonstrating the value of aligning incentives with predictive performance.
Since announcing its first strategic buyback in July 2025, Numerai’s network has expanded significantly. Active accounts have more than doubled over the past year, submissions continue to increase, and the platform has introduced new infrastructure including Numerai Skills, Numerai Model Context Protocol (MCP), and Atomic Blockchain Staking, enabling increasingly autonomous participation by AI systems.
The underlying hedge fund has also continued to grow. According to the company, Numerai now manages approximately $700 million in assets, up from approximately $560 million at the end of 2025.
Numeraire is a fixed-supply Ethereum token capped at 11 million NMR. Because tournament rewards and staking incentives are distributed from Numerai’s treasury, the company is replenishing its holdings through open-market purchases. Before this buyback, approximately 3.1 million NMR remained in Numerai’s treasury.
Unlike the previous two announcements, this buyback had already been completed before today’s announcement. As with prior purchases, the transaction was executed on the open market through Coinbase Institutional at or near the bid price over several weeks to minimize market impact.
Past performance is not indicative of future results. This content does not represent an offer to purchase or sell any security or the interests of any account managed by Numerai GP, LLC or its affiliates. Such an offer may only be made to persons who qualify to invest and in jurisdictions in which such an offer is legal.
About Numerai
Numerai is a San Francisco-based hedge fund and data science platform founded in 2015. Through a global competition and open API, thousands of data scientists submit stock market signals that are aggregated into a single Meta Model used to trade global equities. Numeraire (NMR) is used to stake and reward models that improve the fund. Numerai’s mission is to build the world’s last hedge fund through open, competitive machine intelligence.
Contact
Contact Numerai
contact@numer.ai
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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
Press Release
ether.fi Partners with Nexus Mutual to Protect Against ETH Slashing at Institutional Scale
London, United Kingdom, July 17th, 2026, Chainwire
ether.fi, the leading onchain neobank for digital asset management, has selected Nexus Mutual to provide crypto’s largest-ever ETH Slashing Cover. The cover protects ether.fi‘s validators against up to 15,000 ETH worth of slashing penalties.
As ether.fi continues to see rapid adoption from both retail and institutional audiences, securing industry-leading protection against slashing risk for ether.fi users is critical. Over the last year, ether.fi has been systematically strengthening their stack across infrastructure, risk management, operational security and real-time defense systems.
Since ether.fi operates one of the largest validator sets on Ethereum, slashing is a real tail risk for them. By working with Nexus Mutual, ether.fi has mitigated this with protection that kicks in to secure against validator losses. This cover was calculated to protect ether.fi in even the most extreme scenarios and represents more than all historical losses from ETH slashing combined.
“We’ve always believed the safest protocols will ultimately win. That’s why we’ve invested heavily in audits, operational security, staking architecture, and now the largest insurance program in the industry. We are excited to partner with Nexus Mutual to make this a reality,” said Mike Silagadze, Founder & CEO of ether.fi.
“We’ve known the ether.fi team since before it was ether.fi, and they’ve been focused on risk from day one. Covering their users for up to 15,000 ETH in slashing penalties is a historic step, and we’re proud they chose Nexus Mutual to take it with them,” said Hugh Karp, Founder of Nexus Mutual.
About ether.fi
ether.fi is the leading onchain neobank for digital asset management. With $6B+ in AUM across Cash (crypto card), Stake (restaking), and Liquid (liquid restaking derivatives), ether.fi has established category dominance in crypto neobanking. It’s the rare institutional-grade product built for consumer adoption.
About Nexus Mutual
Nexus Mutual is the first crypto insurance alternative. Since 2019, they have covered more than $7 billion against smart contract hacks, slashing, and other digital asset risks. As the industry leader, they have become a trusted partner for everyone from individuals to institutions to help manage onchain risk.
Contact
Head of Marketing
Phil Johnston
Nexus Mutual
phil@nexusmutual.io
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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
AMZ Shipper has opened its LTL services to all enterprise customers, offering end-to-end China-U.S. logistics beyond Amazon’s U.S.-only domestic solution. Services cover factory pick-up, ocean/air freight, customs clearance, palletizing, and final delivery for 1–6 pallets. The company stresses transparent, itemized quotes with no hidden fees, dedicated bilingual account managers, and real-time tracking. Leveraging its WCA global network and warehouses across Shenzhen, Yiwu, and Guangzhou, AMZ Shipper targets cross-border sellers needing full visibility and complex coordination. Further industry-specific solutions are planned for late 2026.
Shenzhen, Guangdong Province, China, 17th Jul 2026 — As global supply chains continue to restructure and B2B less-than-truckload (LTL) demand surges, AMZ Shipper today announced that its LTL services are now fully open to all enterprise customers. This move means that businesses of all sizes, regardless of whether their cargo is destined for Amazon warehouses, can now access AMZ Shipper’s LTL solutions and enjoy one-stop logistics services from pick-up in China to final delivery across the United States.
This service upgrade comes at a time of significant industry change. Amazon recently announced that its LTL services would be opened to all businesses nationwide, no longer limited to shipments destined for its warehouses—a move that has sparked widespread discussion about standardization and efficiency in LTL transportation. However, for the large number of cross-border sellers engaged in U.S.-China trade, transportation services that merely cover the U.S. domestic leg fall short of addressing their complex end-to-end requirements—from factory pick-up in China and international ocean/air freight to destination customs clearance, warehouse deconsolidation, palletizing, labeling, and final LTL delivery. The coordination and transparency of every step directly impact inventory turnover and operating costs.
AMZ Shipper’s LTL services are designed precisely around this market gap. Leveraging years of experience handling over 1,500 40HQ containers annually and a warehouse network spanning China’s major manufacturing hubs—including Shenzhen, Yiwu, and Guangzhou—the company offers end-to-end LTL support. Services cover shipments ranging from 1 to 6 pallets, weighing between 150 lbs and 15,000 lbs, and support multiple customs clearance options including DDP (Delivered Duty Paid) and DDU (Delivered Duty Unpaid), flexibly accommodating the trade needs of different businesses.
“We observed that many small and medium-sized enterprises, when faced with standardized services from large platforms like Amazon, still require more flexible and transparent options,” said a spokesperson for AMZ Shipper. “Our LTL services not only cover U.S. domestic delivery but extend the service chain all the way to the origin in China—truly delivering ‘one quote, full visibility.’”
In terms of service transparency, AMZ Shipper maintains its long-standing principle of “itemized written quotations.” Prior to engagement, clients receive a complete quote with detailed breakdowns of ocean freight, customs clearance, trucking, documentation fees, and more—with a commitment that “unless the client proactively requests changes, there will be no unexpected charges.” This practice directly addresses the long-standing pain point in the logistics industry of “quotes not matching final invoices,” giving clients a clear cost expectation from the start.
On the operational support front, AMZ Shipper assigns dedicated account managers to each LTL client and provides bilingual customer support (Chinese and English) with a 4-hour response commitment. Additionally, as a member of the World Cargo Alliance (WCA), the company ensures that every leg of the transportation process is reliably executed through a global network of vetted agents, while real-time tracking systems keep clients informed of their shipment status at all times.
AMZ Shipper believes that the standardization push from industry giants in LTL services and the deep-service capabilities of specialized cross-border logistics providers are complementary rather than competitive. For businesses requiring standardized U.S. domestic transportation, platform-based services offer an efficient option. However, for cross-border sellers shipping from China who demand full visibility and expert handling of complex interconnections, AMZ Shipper—with its years of hands-on experience, transparent quoting practices, and globally vetted agency network—remains a trusted professional partner.
Looking ahead, AMZ Shipper will continue to refine its LTL service transit times and coverage based on client feedback, and plans to launch more granular industry-specific solutions in the fourth quarter of 2026 to further address the differentiated needs of sellers in apparel, electronics, home goods, and other categories.
About AMZ Shipper
AMZ Shipper is a cross-border logistics provider headquartered in Shenzhen, China, offering international freight forwarding, FBA prep services, and LTL transportation solutions to Amazon sellers and businesses of all types. The company operates warehouses across China’s major manufacturing regions and leverages its WCA global network to deliver reliable shipping services covering the U.S. and European markets.
Media Contact
Organization: AMZ Shipper Co. Ltd
Contact Person: Chrissy
Website: https://amzshipper.com/
Email:
info@amzshipper.com
Address:Building F, No. 1 Yanhe Road, Anliang Community
Address 2: Yuanshan Subdistrict, Longgang District,
City: Shenzhen
State: Guangdong Province
Country:China
Release id:47218
The post AMZ Shipper Announces Full Enterprise Access to LTL Services appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section
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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
Numerai Completes Third Strategic NMR Buyback, Bringing Total Repurchases to $3.2 Million
ether.fi Partners with Nexus Mutual to Protect Against ETH Slashing at Institutional Scale
AMZ Shipper Announces Full Enterprise Access to LTL Services
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