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 “The outdated people stick to the end.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
Post Oak Group Champions Partner-Led Execution as the New Standard for Middle-Market M&A Advisory
Post Oak Group, named Texas’s top middle-market investment bank, is advancing a senior-led advisory model that closes a structural gap in mid-market M&A.
Houston, Texas, United States, 14th Jul 2026 – Post Oak Group, a leading middle-market investment bank recently named the best middle-market investment bank in Texas, is advancing a model of senior-led advisory that it says addresses a structural gap in how middle-market transactions are handled, one that has persisted for years across the broader investment banking industry.
The firm, which has completed more than $82 billion in transactions across 12 countries, points to a well-documented dynamic in institutional banking: as deal size increases, so does the seniority of the team assigned to it. Middle-market mandates, by contrast, are routinely handed to less experienced professionals at large banks, where the economics of the engagement do not justify deploying a firm’s most senior talent.
For founders, family-owned businesses, and private equity-backed companies operating in this segment, the consequences are tangible. Deals that lack experienced leadership at the table are more vulnerable to valuation compression, process breakdowns, and failed closings, outcomes that can carry significant financial and personal consequences for the principals involved.
As one of the most connected investment banks to family offices and venture capital firms globally, Post Oak Group was built to operate differently. Every client engagement at the firm is led by senior partners who remain actively involved from the initial mandate through closing. There are no handoffs to junior teams at critical stages. No loss of continuity as a deal moves from origination into diligence and negotiation. The same professionals who understand a client’s business at the outset are the ones executing on their behalf when it matters most.
“Founders and shareholders in the middle market are navigating some of the most consequential decisions of their careers,” said David Chua, one of the key co-founders and managing partners at the Post Oak Group. “They deserve a senior banker who is present for the entire process, not just the pitch.”
The partner-led model is supported by a platform built to handle institutional-complexity transactions. Post Oak Group’s advisory services span mergers and acquisitions, capital markets, growth equity raises, recapitalizations, and cross-border deals. The firm employs approximately 300 professionals across advisory, execution, research, and operations, with a leadership team carrying more than 250 years of combined experience across market cycles, deal structures, and international jurisdictions.
That depth of experience translates directly into client outcomes. Middle-market companies engaging Post Oak Group gain access to a proprietary network of institutional investors, private equity sponsors, and strategic buyers that would otherwise be difficult or impossible to reach independently. The firm’s cross-border capabilities, spanning transactions across 12 countries, further extend that access for clients with international dimensions to their business or their deal.
The middle market represents a significant and growing share of M&A activity in the United States. Yet it remains a segment where the quality of advisory services varies widely, and where the gap between what clients need and what they receive is most pronounced. Post Oak Group’s position is that this gap is not inevitable; it is the product of how most advisory firms are structured, and it can be closed by firms that choose to build differently.
Post Oak Group has been recognized as the Best Middle-Market Investment Bank in Texas and continues to expand its domestic and international advisory presence.
For more information, visit postoakgroup.co.
About Post Oak Group
Post Oak Group is the leading middle-market investment bank headquartered in Houston, Texas. With approximately 300 professionals and more than 250 years of combined leadership experience, the firm has advised on over $82 billion in transactions across 12 countries. Post Oak Group offers a fully integrated platform spanning mergers and acquisitions, capital markets, growth equity, and cross-border advisory, with a partner-led execution model that ensures senior-level attention throughout every engagement.
Media Contact
Organization: Post Oak Group
Contact Person: David Chua
Website: https://www.postoakgroup.co/
Email:
info@postoakgroup.co
City: Houston
State: Texas
Country:United States
Release id:47067
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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
MEXC Reports 7.1 Billion USDT in SpaceX Futures Volume as Q2 Closes the Gap to Wall Street
Victoria, Seychelles, July 14th, 2026, Chainwire
MEXC, a pioneer in 0-fee digital asset trading, today released its Ecosystem & Growth Report for the second quarter of 2026. In Q1, users mostly bought gold and other hedges against macro risk. In Q2, their attention turned to AI projects and US stocks, and MEXC spent the quarter building products for exactly that demand.
Users can now back a company before its IPO, trade stock futures on it, hold tokenized shares, and buy real US stocks and ETFs, all inside one MEXC account. Every piece of that path launched or grew during the quarter.
SpaceX was still a private company when MEXC ran two SPACEX(PRE) subscription rounds. More than 74,000 entries put over 173 million USDT into them, and demand for the second round reached more than 30 times the amount on offer. That demand mirrors a wider market trend: CoinGecko reports that tokenized pre-IPO trading volume surged 1,060%, with SpaceX accounting for the largest share of activity.
The company then completed the largest IPO on record on June 12. Users kept trading it on MEXC after the listing, and SpaceX perpetual futures collected more than 7.1 billion USDT in volume in the weeks that followed. One name went from private to public within a quarter, and users traded at every stage.
RealStocks launched on June 1 and added the last piece, real shares. Eligible users buy actual US stocks and ETFs through a licensed securities broker partner, and the shelf covers more than 7,000 names.
More than 120,000 users signed up in the first month, and over half of the new accounts moved on to a first deposit. By June 18, the product had settled dividends on 34 stocks and ETFs, the kind of payout only real share ownership carries.
Micron’s June earnings lifted trading volume in its MEXC futures by approximately 142% in a single day. The activity spilled into related AI memory names, SanDisk, SK hynix, and a DRAM ETF. One earnings report moved a whole supply chain on the platform, because users now trade US market news the moment it breaks.
“My first quarter as CEO had one goal, and that was to move MEXC from a crypto exchange toward a gateway for every market users care about,” said Vugar Usi, CEO of MEXC. “Q2 put real numbers behind the word gateway, from Pre-IPO demand to actual dividend payouts.”
The quarter’s ten biggest new-token gainers averaged +4,956%, and six of the ten were AI agent projects. Only one meme coin made the list, a clear reversal of the first quarter, when memes ran the gain rankings.
The AI winners build practical systems. They settle transactions between agents, place trades for retail users, and verify identities, so the money went to projects that already do that work. The most-traded list leaned the same way, with four AI and infrastructure names to three meme names.
During the quarter, MEXC appointed Vugar Usi as Chief Executive Officer and marked its 8th anniversary with a brand upgrade built on two promises: 0 Fees and Infinite Opportunities. The upgrade marks the company’s move from a traditional exchange toward a universal gateway for global markets.
A partnership brought the USD1 stablecoin into MEXC’s trading and product suite, and the first USD1 event drew more than 161,000 participants, with new users alone pushing $2.4 billion through futures. A TradingView integration now sends perpetual futures orders straight from the chart, so users move from analysis to execution without a tab change.
The Prediction Market added a Combo feature on June 9, which folds several event predictions into a single position. Average daily volume in the Prediction Market grew more than 6,700% from early to late June, and daily users rose more than 3,200%.
The June Proof of Reserves put the average reserve ratio at 156.5%, which means the platform holds more assets than users have deposited, with Bitcoin backed at 269%. Between May and June, the risk team identified 4,394 illicit networks; a separate intervention effort blocked roughly 303,000 USDT in suspected fraudulent transfers.
The full Q2 report, with the complete token tables, product data, and community programs, is available here.
About MEXC
MEXC is the world’s fastest-growing cryptocurrency exchange, trusted by more than 40 million users across 170+ markets. Built on a user-first philosophy, MEXC offers industry-leading 0-fee trading and access to over 3,000 digital assets. As the Gateway to Infinite Opportunities, MEXC provides a single platform where users can easily trade cryptocurrencies alongside tokenized assets, including stocks, ETFs, commodities, and precious metals.
MEXC Official Website｜ X ｜ Telegram ｜How to Sign Up on MEXC
For media inquiries, please contact MEXC PR team: media@mexc.com
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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.
London, United Kingdom, 14 July 2026 — Nova X today announced that the NOXLINK Presale will officially commence on 20 July 2026, marking the first opportunity for early participants to join the next phase of the Nova X ecosystem.
Designed to simplify how people experience Web3, NOXLINK brings digital assets, rewards, community participation and future ecosystem services into one connected platform. The presale represents an important milestone as Nova X continues building a unified ecosystem powered by the NOX token.
As blockchain technology continues to mature, one of the biggest barriers to mainstream adoption remains complexity. Users are often required to manage multiple wallets, tokens and disconnected platforms. NOXLINK addresses this challenge by creating an integrated ecosystem where participation becomes simpler, more intuitive and more accessible.
The upcoming presale reflects Nova X’s long-term vision of building a community-driven Web3 ecosystem. Rather than operating through multiple independent systems, Nova X is streamlining its infrastructure around a single ecosystem powered by NOX, creating a more seamless experience for both users and businesses. The broader initiative includes unified balances, ecosystem integration and a simplified rewards framework designed to support future growth.
Beyond enhancing the user experience, NOXLINK lays the foundation for future merchant integrations, digital commerce, ecosystem applications and community-driven initiatives, providing scalable infrastructure for the next generation of Web3 services.
“Our vision has always been to make Web3 more practical and accessible,” said a spokesperson for Nova X.
“The NOXLINK Presale marks the beginning of an exciting new chapter for our ecosystem. We’re inviting our community to be part of the journey as we build a connected platform that delivers real-world utility and long-term value.”
Following the presale launch on 20 July 2026, Nova X will continue rolling out additional ecosystem features, strategic partnerships and new utilities that further strengthen the NOXLINK platform while maintaining a seamless and user-friendly experience.
About NOXLINK
NOXLINK is Nova X’s next-generation ecosystem platform, designed to unify digital identity, community engagement, merchant services and Web3 applications into one seamless experience powered by the NOX ecosystem. The NOXLINK Presale begins on 20 July 2026, offering early participants the opportunity to join the ecosystem ahead of its broader rollout.
About Nova X
Nova X is building a community-driven Web3 ecosystem that integrates digital commerce, merchant services and blockchain technology into a unified platform. Guided by the vision of “One Ecosystem. One Token. One Future.”, Nova X is developing infrastructure that simplifies participation while enabling sustainable long-term growth across its digital ecosystem.
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.
Post Oak Group Champions Partner-Led Execution as the New Standard for Middle-Market M&A Advisory
MEXC Reports 7.1 Billion USDT in SpaceX Futures Volume as Q2 Closes the Gap to Wall Street
Nova X Announces NOXLINK Presale Beginning 20 July 2026
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