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 “The outdated people stick to the end.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
OSL Lists State-Supervised Gold-Backed Stablecoin USDKG as Platform Expands Asia’s Digital Asset Ecosystem
HONG KONG – USDKG, the gold-backed stablecoin issued by the Kyrgyz Republic, today announced its official listing on OSL HK, the Hong Kong-licensed digital asset exchange of global stablecoin payment and trading platform OSL Group. The milestone marks a significant step for the state-supervised, asset-backed digital currency as it enters one of the world’s most established licensed virtual asset markets.
Link: https://www.osl.com/hk-en/announcement/new-listing-on-osl-hk-gold-dollar-usdkg
Pegged 1:1 to the U.S. Dollar and fully backed by physical gold reserves, USDKG is now accessible to professional investors through OSL’s institutional-grade infrastructure. The initial trading pair USDKG/USDT is now available to professional investors across OSL HK’s over-the-counter (OTC) platform.
The listing of USDKG aligns with OSL’s commitment to contribute to the development of a secure and compliant digital asset ecosystem in Asia and beyond. It also expands USDKG’s reach into new markets through a regulated platform aligned with institutional standards, supporting its use in cross-border settlement and broader financial applications.
Jason Liu, Global Exchange COO of OSL, said: “OSL is dedicated to providing investors with access to regulated, innovative assets. The listing of USDKG not only enriches OSL’s product offerings for the market, but also strengthens its compliant stablecoin ecosystem, as the introduction of a state-backed, compliant digital asset further underscores OSL’s credibility and leadership within the industry.”
Biibolot Mamytov, CEO of Gold Dollar (USDKG), said: “This listing represents an important milestone for USDKG as we enter one of the most established and highly regulated digital asset markets globally. Hong Kong is widely regarded as the gold standard for digital asset regulation, and working with OSL reflects our focus on transparency, gold-backed reserves, and institutional-grade infrastructure.”
About USDKG
USDKG is issued by OJSC Virtual Asset Issuer, a state-owned entity under Kyrgyzstan’s Ministry of Finance, with an initial issuance of $50 million backed by physical gold reserves audited by Kreston Global. The stablecoin is deployed on Ethereum and TRON, with smart contract audits conducted by ConsenSys Diligence.
The token is already accessible through decentralized exchanges, including Curve and Uniswap, and supported by major wallets such as Ledger Live, MetaMask, Trust Wallet, and TronLink. The stablecoin is fully compliant with FATF KYC/AML standards and is designed to facilitate financial inclusion and efficient cross-border value transfer.
With this listing, Kyrgyzstan continues to position itself as a regional first-mover in regulated, asset-backed digital currencies, bridging traditional finance and blockchain infrastructure while maintaining full sovereign oversight and public accountability.
About OSL Group
OSL Group (HKEX: 863) is a global stablecoin payment and trading platform that strives to provide compliant and efficient digital financial infrastructure services globally, empowering enterprises, financial institutions and individuals to seamlessly exchange, pay, trade, and settle between fiat and digital currencies. Grounded in the core values of Open, Secure, and Licensed, it is committed to building a more efficient ecosystem that connects global markets and enables instant, seamless and compliant value movement worldwide. For media inquiries, please contact: media@osl.com.
Social Links
GitHub: https://github.com/USDkg/USDkg
X: https://x.com/USDKG_Official
LinedIn: https://www.linkedin.com/company/usdkg/
Media Contact
Brand: USDKG
Contact: William Campbell
Email: business@usdkg.com
Website: https://www.usdkg.com
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.
General Compute has opened its production inference cluster to developers building agent applications, running SambaNova SN40 and SN50 dataflow silicon that posts the fastest independently benchmarked speeds on the MiniMax M2.7 model family.
San Francisco, California, United States, 22nd May 2026 – General Compute today announced the general availability of General Compute Cloud, the first ASIC-native neocloud purpose-built for the next generation of autonomous AI development tools. Where existing neoclouds rack incumbent GPUs, General Compute has designed its serving stack around its inference-optimized ASICs.
Unlike traditional cloud platforms designed around human operators clicking through dashboards, General Compute Cloud is also the first major cloud to treat AI agents as first-class users. Coding agents can complete the entire onboarding flow themselves, creating an account, claiming the launch credit, and retrieving a working API key, without requiring a developer to step in. The result: a developer can ask their AI agent to “switch its inference to General Compute,” and minutes later be looking at running infrastructure they never had to provision by hand.
Agentic workloads issue dozens or hundreds of model calls per task, which means even small per-token gains compound into dramatic differences in developer experience and unit economics. By optimizing the silicon, runtime, and API surface for inference rather than retrofitting general-purpose accelerators, General Compute aims to push down both first-token latency and sustained token throughput on the open and frontier models developers use most.
Agent-native signup is supported out of the box. When invoked through OpenCode, OpenClaw, or any compatible client, the agent can complete account creation, verify the workspace, claim launch credit, and return a scoped API key back to the developer’s environment — turning what was historically a multi-step onboarding into a single natural-language instruction.
“Our goal is simple: we want General Compute to be the fastest inference provider on the market, and we want to ship the fastest inference API any developer or AI agent can call,” said Jason Goodison, CTO and co-founder of General Compute. “Optimizing the silicon is how we get there. The $200 in launch credit is our way of inviting builders, and their agents, to put us up against anyone else and see the numbers for themselves.”
General Compute Cloud is available immediately to customers globally at generalcompute.com. The launch credit is automatically applied to new accounts created between May 20 and May 27, 2026. OpenCode and OpenClaw users can begin a General Compute session directly from within their agent by asking it to “sign me up for GeneralCompute.com”
About General Compute
General Compute is the first ASIC-native neocloud, building custom inference silicon and the cloud platform that runs on it. The company’s stated goal is to operate the fastest inference provider and the fastest inference API for AI agents and the developers who deploy them. Founded in 2025 and headquartered in San Francisco, General Compute is backed by leading technology investors. Learn more at generalcompute.com.
Media Contact
Organization: General Compute Inc
Contact Person: Jason Goodison
Website: https://generalcompute.com
Email:
jason@generalcompute.com
Contact Number: +14257537666
Address:440 North Barranca Avenue
City: Covina
State: California
Country:United States
Release id:45346
The post General Compute Launches the First ASIC-Native Neocloud 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
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, recently named the Top Middle-Market Investment Bank in Texas, is reporting a meaningful acceleration in transaction activity across the middle market
Houston, Texas, United States, 22nd May 2026 – As broader M&A markets continue to navigate shifting macroeconomic conditions, interest rate normalization, and evolving buyer behavior, the middle market has emerged as the strongest and most active segment of dealmaking in 2026. Post Oak Group, recently named the Top Middle-Market Investment Bank in Texas, is reporting a meaningful acceleration in transaction activity across the middle market, a trend the firm sees as reshaping the broader M&A landscape heading into the second half of the year.
While large-cap M&A has remained selective and mega-deal volume has been uneven, the middle market is demonstrating a level of consistency, resilience, and deal momentum that distinguishes it as the most reliable segment of the 2026 cycle. Founders, family-owned businesses, sponsor-backed companies, and institutional buyers are all returning to the table with renewed conviction, driving a broad-based resurgence in middle-market deal activity.
Post Oak Group, a leading middle-market investment bank headquartered in Houston, Texas, attributes this strength to several converging dynamics:
A Narrowing Bid-Ask Spread
After two years of valuation disconnects between buyers and sellers, expectations are aligning. Sellers have adjusted to the current rate environment, and buyers, particularly private equity, family offices, and strategic acquirers, are showing increased willingness to transact at levels that work for both sides. This is one of the most significant unlocks for middle-market deal flow in 2026.
Renewed Buyer Appetite Across Multiple Channels
Private equity firms with record levels of dry powder are deploying capital aggressively into the middle market, where competition for high-quality assets remains intense but more rational than during the 2021 peak. At the same time, family offices have emerged as a dominant force, often outcompeting traditional sponsors on founder-led deals where cultural fit, longer hold periods, and operational alignment matter as much as price.
Strategic Acquirers Returning to the Table
Corporate buyers are increasingly active in the middle market as they pursue tuck-in acquisitions, sector consolidation, and capability-driven deals. With many large public companies focused on disciplined growth, the middle market has become a primary source of strategic optionality.
Sector Breadth Driving Sustained Activity
Unlike prior cycles concentrated in a handful of sectors, 2026 middle-market activity is broad-based, spanning industrial services, healthcare services, energy transition, business services, technology-enabled services, and consumer-driven verticals. This diversification is one of the key reasons the segment is proving more durable than the broader M&A market.
A Shift Toward Quality and Certainty
Buyers and sellers alike are placing a premium on certainty to close, disciplined diligence, and well-prepared processes. This favors middle-market transactions, where senior-led advisory, structured execution, and relationship-driven dealmaking continue to outperform.
As the Top Middle-Market Investment Bank in Texas, Post Oak Group has been at the center of this resurgence, advising founders, shareholders, and institutional clients across complex M&A and capital markets transactions throughout 2026. The firm’s partner-led model, institutional-grade execution, and deep sector coverage have positioned it as a trusted advisor in a market environment where preparation, precision, and process integrity are more important than ever.
“The middle market has consistently demonstrated its ability to perform across cycles, and 2026 is proving to be one of its strongest years in recent memory,” said David Chua, Managing Partner of Mergers & Acquisitions at Post Oak Group. “We are seeing renewed confidence from buyers, recalibrated expectations from sellers, and a meaningful expansion in transaction activity across nearly every sector we cover.”
“What makes this cycle different is the breadth of activity,” Chua added. “Founders are coming to market with stronger businesses, sponsors are deploying capital with greater discipline, and strategic acquirers are returning in force. The middle market is where most of the meaningful dealmaking is happening right now, and we expect that momentum to continue through the back half of the year.”
About Post Oak Group
The Post Oak Group is a prominent middle-market investment bank headquartered in Houston, Texas. As the Top Middle-Market Investment Bank in Texas, the firm advises founders, shareholders, and institutional investors across M&A advisory and capital markets transactions. With approximately 300 professionals, a leadership team representing more than 250 years of combined investment banking experience, and more than $82 billion in completed transactions across 12 countries, Post Oak Group combines institutional-quality execution with senior-led, partner-driven engagement across industrial services, healthcare, energy, business services, technology-enabled services, and consumer sectors.
Media Contact
Organization: Post Oak Group
Contact Person: Alexander Treistman
Website: https://www.postoakgroup.co/
Email:
info@postoakgroup.co
City: Houston
State: Texas
Country:United States
Release id:45345
The post Post Oak Group Reports Middle Market Emerging as the Strong Segment of 2026 M&A 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
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.
OSL Lists State-Supervised Gold-Backed Stablecoin USDKG as Platform Expands Asia’s Digital Asset Ecosystem
General Compute Launches the First ASIC-Native Neocloud
Post Oak Group Reports Middle Market Emerging as the Strong Segment of 2026 M&A
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