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ACI quantitative robot-The power of reading the trends

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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 “The outdated people stick to the end.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

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Press Release

Sagtec Global CEO Highlights Strategic Progress in the First Half of 2026

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Kuala Lumpur, Malaysia, July 23rd, 2026, FinanceWire

Chairman and CEO Ng Chen Lok Shares How Sagtec Is Executing Its Long-Term Growth Strategy

Sagtec Global Limited (NASDAQ: SAGT), a leading provider of AI-driven technology solutions across Southeast Asia, today released a first-half 2026 shareholder letter from Chairman and Chief Executive Officer Kevin Ng Chen Lok. The letter highlights the Company’s strategic progress, AI commercialization initiatives, and execution of its long-term growth strategy following a record fiscal year 2025.

​Letter to Shareholders from Ng Chen Lok, Chairman and CEO

​Fellow Shareholders,

​As we reach the midpoint of 2026, I am pleased to share the meaningful progress Sagtec has made in executing our long-term growth strategy. Following a record financial year in 2025, our focus has shifted from building a scalable foundation to accelerating commercialization, expanding our AI ecosystem, and strengthening our recurring revenue platform.

​Strong First-Half Performance

​Our record FY2025 performance delivered revenue of US19.1 million (49% YoY growth) and gross profit of US4.3 million (up 45%). Software subscription revenue continued to strengthen, with our Speed+ platform contributing 62% of total revenue.

​For the first half of 2026, based on preliminary unaudited estimates, the Company expects revenue of approximately US11.23 million and gross profit of approximately US3.12 million, demonstrating strong operational momentum across key initiatives.

Expanding Our AI Platform

​Artificial intelligence remains at the core of Sagtec’s long-term growth strategy:

  • Sage AI: Launched our enterprise AI platform and secured a US$1.1 million enterprise deployment.
  • Sovereign AI Data Center: Announced the development of Malaysia’s Sovereign AI Data Center to provide secure computing infrastructure and support regional data sovereignty.
  • Halo AI POS System: Officially launched an AI-powered POS solution for chain retailers and multi-outlet restaurants, targeting approximately 10,000 subscribers by 2027 to generate US$1.0 million in annual recurring subscription revenue.

​Strategic Partnerships & Enterprise Pipeline

​A major H1 2026 milestone was our proposed acquisition of a majority stake in Malaya Heritage, a rapidly growing food and beverage operator, integrating Sagtec’s technology and digital payment ecosystem into consumer businesses. We also expanded our smart property ecosystem through strategic collaborations to embed AI and automation into future property developments.

​Beyond recurring software subscriptions, we continue to secure higher-value enterprise engagements through our subsidiary, CL Technologies (International) Sdn. Bhd., spanning AI implementation, cloud infrastructure, smart property tech, and data analytics.

Disciplined Execution & Unlocking Shareholder Value

​During H1 2026, we secured additional project funding participation to support strategic expansion while maintaining disciplined capital allocation.

​To maximize long-term shareholder value, Sagtec is currently working with advisers to evaluate the potential spin-off and separate independent listing of its subsidiary, CL Technologies (International) Sdn. Bhd. A potential spin-off could provide greater strategic flexibility and enhanced access to growth capital for both entities.

​Looking Ahead

​As we enter the second half of 2026, Sagtec continues its evolution from a regional software provider into an integrated AI technology platform. On behalf of the Board of Directors, I thank our employees, partners, and shareholders for their trust and continued support.

​Sincerely,

Ng Chen Lok

Chairman, CEO and Executive Director, Sagtec Global Limited

​About Sagtec Global Limited

​Sagtec Global Limited (NASDAQ: SAGT) is a Nasdaq-listed technology solutions specialist headquartered in Kuala Lumpur, Malaysia. The company provides customizable enterprise software solutions, AI-powered technologies, and digital transformation services—including its Speed+ smart ordering system and AI-driven SaaS platforms—serving over 12,000 clients across Malaysia, Southeast Asia, and the Middle East. For more information, users can www.sagtec-global.com.

​Forward-Looking Statements

​This press release contains forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995. These statements involve known and unknown risks regarding planned platform launches, revenue targets, data center development, and potential corporate spin-offs. Actual results may differ materially due to market adoption, competition, and regulatory changes. The Company undertakes no obligation to update forward-looking statements except as required by law.

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WMEDIA
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Press Release

CoinRabbit and GoMining Report: Managing Bitcoin Matters More Than Mining Volume

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Toronto, Canada, July 23rd, 2026, Chainwire

CoinRabbit and GoMining have published a report on Bitcoin mining profitability, showing why managing mined Bitcoin is becoming as important as producing it.

The report highlights how the post-halving environment is redefining success in mining, with operators relying on stronger treasury management, capital discipline, and long-term asset strategies to navigate tighter margins. With the block reward reduced to 3.125 BTC and network difficulty near record levels, operational efficiency alone is no longer enough. The next phase of mining will be shaped by smarter capital allocation and long-term conviction in Bitcoin.

The Four Pillars of the Bitcoin Mining Efficiency Mindset

The report presents a clear framework built around four key pillars:

1) Operational Cost Efficiency

Low-cost power procurement, high uptime, efficient cooling, and disciplined maintenance remain the foundation of any viable mining operation. These factors determine the baseline production cost and are essential for competitiveness.

2) Collateralization Over Liquidation

Instead of selling freshly mined Bitcoin to cover expenses, effective operators are using it as collateral. This approach allows them to meet short-term cash needs while retaining full ownership and long-term exposure to the asset’s value.

3) Operational Liquidity and Tax Optimization

Bitcoin-backed lending provides flexibility to cover recurring operating costs, including power, hosting, and payroll, while avoiding taxable sales. At the same time, it preserves the deductibility of operational expenses.

4) Long-Term Vision and Capital Discipline

Sustainable operators treat mining as a disciplined, capital-intensive business. They maintain the flexibility to hold Bitcoin through market cycles and reinvest in hardware upgrades when opportunities arise, avoiding forced sales during downturns.

The full report can be downloaded here.

Walter Barrett, Chief Strategy & Growth Officer at CoinRabbit, commented: “Long-term success is built on conviction in the assets you hold and the discipline to manage them through different market cycles. At CoinRabbit, we are proud to work with clients who share this long-term vision and recognize the value of staying focused through periods of uncertainty. We appreciate the collaboration with GoMining experts and their contribution to sharing deeper industry insights with the mining community.”

Jeremy Dreier, Chief Business Development Officer at GoMining and Managing Director of GoMining Institutional, added: “In the post-halving environment, discipline is critical. The miners that are winning are those with efficient operations and cash put aside for this exact time. This is the best possible moment to deploy capital into expanding your fleet, because it’s cheap to add hash rate when Bitcoin’s price is down. There’s a lot of opportunity in the market. At GoMining, this is our third bear market, and we’ve seen that the operators who are prepared look at these conditions as an opportunity. Those who aren’t prepared are the ones who panic.”

About CoinRabbit

CoinRabbit is a crypto asset management platform built for long-term capital preservation. It enables users to manage liquidity seamlessly across instant payments, lending, trading products, and the Private Program — all within a single ecosystem. Since 2020, CoinRabbit ensures 100% capital reserve, keeping clients’ funds safe and never reused.

For more information, users can visit coinrabbit.io

About GoMining

GoMining is an all-in-one Bitcoin ecosystem that makes it simple and secure to mine, earn, and use Bitcoin every day. GoMining serves 5 million users and ranks among the top-10 Bitcoin miners by hashrate globally, with data centers in the U.S. and internationally. The company makes Bitcoin accessible through tokenized hashrate, daily BTC rewards, and an expanding suite of payment and earning products. 

For more information, users can visit gomining.com

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Irene Afanaseva
CoinRabbit
marketing@coinrabbit.io

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Press Release

Introducing Permissioned Pools on Uniswap v4

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New York, USA, July 23rd, 2026, FinanceWire

Uniswap Labs today announced Permissioned Pools, a new hook standard for Uniswap v4 that enables permissioned asset trading through Automated Market Makers (AMMs) with compliance enforced directly onchain.

Permissioned Pools were built in collaboration with leading teams bringing regulated assets onchain. Launch partners include Superstate, Securitize, and Dowgo: part of a growing set of issuers and platforms seeking compliant access to onchain markets for tokenized funds, securities, equities, and other permissioned assets. 

Bringing permissioned assets to AMMs

The tokenized asset market is estimated to reach $11 trillion by 2030. As more regulated assets move onchain, issuers need infrastructure that can enforce each asset’s compliance rules. Uniswap Permissioned Pools are the first generalized, open source, institutional-grade standard for trading regulated assets on an AMM. Instead of relying on a frontend gate or an offchain compliance check, the pool itself verifies whether a wallet is approved before a swap or liquidity action can go through. The issuer keeps control of the allowlist, while approved users can access onchain trading and settle through Uniswap v4.

For issuers, this opens a path to AMM liquidity and DeFi composability without giving up required controls. For approved investors, it means direct onchain trading for assets that previously couldn’t trade on an AMM at all. 

How Permissioned Pools work

Permissioned Pools use Uniswap v4 hooks to extend the functionality of a regular pool without breaking the security and interoperability guarantees of the protocol. The particular hook implements logic that checks an issuer-managed allowlist on every swap, verifies allowlist status before a user mints an LP position, and provides support for the administration controls permissioned assets require. These checks happen at the protocol level, not on the frontend.

Behind the scenes, the design uses Uniswap v4 virtual accounting to perform all exchange calculations remotely while permissioned assets remain held in a permissioned contract. You can learn more about this mechanism in the docs.

Uniswap powers tokenized value

Permissioned Pools bring a new standard for compliant trading, while the protocol itself stays permissionless. Developers and asset issuers can choose the approach that fits: deploy pools and build on v4 permissionlessly, or deploy a permissioned pool for a specific asset.

Tokenization’s next phase needs standardized market infrastructure that can handle compliance requirements, without compromising permissionless access. Permissioned Pools are the result of deep collaboration between the teams defining the standard, the teams building the compliance layer beneath it, and the issuers and assets putting it to use.

Superstate, an early design partner, helped shape the Permissioned Pool standard for tokenized equities and funds. Uniswap Labs and Securitize collaborated early on to ensure DS Protocol-issued tokens could trade compliantly onchain, laying the groundwork that Permissioned Pools now extends. Dowgo contributed the ERC-3643 integration for Permissioned Pools, and will use the standard once they receive DLT TSS authorization under the EU’s DLT Pilot Regime.

With these institutions already building on the hook, Permissioned Pools lay the groundwork for the next generation of value coming onchain.

Get started

For more information, visit the developer docs, or contact the Uniswap Labs team.

About Uniswap

Uniswap is the largest decentralized trading venue, having processed over $4.5T in volume with zero hacks. It is trusted by institutions like BlackRock, Fidelity, and Anchorage. Uniswap Labs is a core contributor to the Uniswap Protocol and builds products that make it easy to access and build on Uniswap including the Uniswap Web App, Wallet, and Trading API.

For more information, please visit:

Website | X/Twitter | LinkedIn

About Superstate

Superstate partners with issuers to bring securities onchain, enabling access to new investor capital and modern financial markets. Through Opening Bell, Superstate partners with companies issuing tokenized equity. Through FundOS, it serves asset managers launching tokenized funds. Both platforms support compliant issuance, record keeping, direct investor registration, and onchain market integration via their SEC-registered transfer agency infrastructure. Superstate’s flagship funds USTB (now the Invesco Short Duration US Government Securities Fund) and USCC (now the Bitwise Crypto Carry Fund) validated this infrastructure at institutional scale before transitioning to leading asset managers on FundOS. Learn more at superstate.com.

About Securitize

Securitize, the world’s leader in tokenizing real-world assets with $5B+ AUM (as of July 2026), is bringing the world onchain through tokenized funds in partnership with top-tier asset managers, such as Apollo, BlackRock, BNY, Hamilton Lane, KKR, VanEck and others. In the U.S., Securitize operates through its affiliates, including Securitize Markets, LLC, an SEC-registered broker-dealer and member FINRA/SIPC that operates an SEC-regulated Alternative Trading System (ATS); Securitize Transfer Agent, LLC, an SEC-registered transfer agent; Securitize Capital, LLC, which has applied for SEC registration as an investment adviser and files as an exempt reporting adviser pending effectiveness; and Securitize Fund Services, LLC, which provides fund administration services. In Europe, Securitize operates through its affiliate Securitize Europe Brokerage and Markets, S.A., which is fully authorized as an Investment Firm and operates a Trading & Settlement System (TSS) under the EU DLT Pilot Regime, making Securitize Corp. currently the only company, based on its existing U.S. and EU regulatory authorizations, licensed to operate regulated digital-securities infrastructure across both the U.S. and EU. Securitize has also been recognized as a 2026 Forbes Top 50 Fintech company.

For more information, please visit:

Website | X/Twitter | LinkedIn

About Dowgo

Dowgo is building a European regulated marketplace where shares, bonds and fund units are issued, traded and settled in tokenized form. Developed as a DLT Trading and Settlement System under the EU DLT Pilot Regime (EU 2022/858), for which its authorization is currently under review by the French authorities, its venue will enable issuers to raise capital and access a regulated secondary market operating 24/7, giving banks, brokers and professional investors direct access to on-chain markets. Securities are issued natively as ERC-3643 permissioned tokens on public Ethereum, meaning the tokens are the securities themselves rather than representations of assets held elsewhere, and settle instantly through atomic delivery-versus-payment in MiCA-compliant e-money tokens. Dowgo operates the market and never holds client assets or keys.

Contact

Bridgett Frey
Uniswap Labs
media@uniswap.org

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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.

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