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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 “The outdated people stick to the end.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

Merrick Hollander Introduces the Concept of Adaptive Financial Learning

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Merrick Hollander, a leading figure in financial education and technology, has introduced the concept of Adaptive Financial Learning, a model that integrates artificial intelligence and data-driven feedback to reshape how professionals and students approach investment education.

A New Approach to Financial Learning

Merrick Hollander, known for his work in intelligent finance and data innovation, has presented a transformative educational framework titled Adaptive Financial Learning. The model emphasizes continuous learning cycles driven by AI analytics, allowing students and professionals to evolve their understanding of markets in real time.
This approach moves beyond static course materials, replacing traditional lectures with dynamic systems that respond to each learner’s progress. By using machine learning algorithms and behavioral analytics, Adaptive Financial Learning personalizes educational content, improving comprehension, engagement, and practical readiness for modern finance.

Bridging Data Intelligence and Human Insight

Under Hollander’s guidance, the Adaptive Financial Learning model seeks to merge algorithmic precision with human decision-making. The system collects performance data from simulated environments and trading exercises, analyzing behavioral patterns to provide individualized feedback. This ensures that each learner develops not only technical proficiency but also critical reasoning and adaptive judgment—key skills for navigating volatile markets.
According to Hollander, “Financial education should evolve with the same pace as financial systems. Adaptive learning ensures that knowledge doesn’t stagnate; it grows with the learner.”

Integrating Technology into Financial Education

The initiative represents a broader shift at Harborstone Society toward intelligent education systems. The integration of artificial intelligence, predictive analytics, and performance modeling allows students to experience real-world financial decision-making within a controlled, data-driven environment.
Adaptive Financial Learning transforms classrooms into interactive laboratories, where theory is immediately tested against data and simulation outcomes. This connection between education and technology redefines the standards of investment training for the next generation of financial professionals.

Global Collaboration and Future Goals

Hollander has emphasized that the concept of Adaptive Financial Learning will extend through collaborations with universities and research institutions worldwide. By building a global academic network, the initiative aims to create standardized AI-powered learning frameworks adaptable to various financial systems and regional markets.
This model underscores the mission of fostering a new generation of professionals capable of combining human intuition with machine intelligence in financial analysis and strategy.

About Harborstone Society

Harborstone Society is a financial education and research institution dedicated to advancing artificial intelligence in finance, investment, and learning systems. Through innovation, collaboration, and applied research, the Society continues to develop new educational standards that integrate technology and human expertise.

Additional Information Sources

https://www.harborstone-society.com

https://www.harborstone-society.wiki

https://www.harborstone-society.review

https://www.harborstone-reviews.com

https://www.harborstone-trace.com

Media Contact

Organization: Harborstone Society

Contact Person: Austin Chandler

Website: https://harborstonesociety.com/

Email: Send Email

Country:United States

Release id:36463

The post Merrick Hollander Introduces the Concept of Adaptive Financial Learning 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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Addiction Treatment Centres Near Me Online Directory USA Launches Nationwide Platform to Connect Americans with Trusted Treatment Centres

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Addiction Treatment Centres Near Me Online Directory USA connects Americans with verified rehab facilities nationwide. Search by city or state to find trusted addiction treatment centres providing evidence-based care, recovery programs, and professional support across all 50 states.

Cheyenne, Wyoming, United States, 3rd Nov 2025 Addiction Treatment Centres Near Me Online Directory USA has launched a nationwide online platform designed to help Americans find addiction treatment centres across all 50 states. The site allows individuals and families to search by location, compare available services, and connect directly with treatment providers—offering an accessible starting point for those seeking help.

Meeting a Growing National Need

The demand for accessible addiction treatment continues to rise across the United States. According to data from the Substance Abuse and Mental Health Services Administration (SAMHSA), an estimated 48.7 million Americans aged 12 and older experienced a substance use disorder in 2022, while fewer than 7% received specialized treatment.

The Centers for Disease Control and Prevention (CDC) reports that drug overdose deaths surpassed 107,000 in 2023, marking one of the highest figures on record. At the same time, a National Institute on Drug Abuse (NIDA) study found that individuals who receive treatment are significantly more likely to achieve long-term recovery outcomes compared to those who go without professional support.

These statistics highlight a persistent gap between those who need help and those who access it. The new online directory aims to help bridge that gap by making it easier for people to find local treatment options suited to their circumstances.

How the Platform Works

The directory is built with a user-friendly design that supports fast, straightforward access from any device. Visitors can:

  • Search by city, state, or ZIP code to view nearby treatment centres.
  • Compare program types such as inpatient, outpatient, detoxification, or dual-diagnosis care.
  • Connect directly with centres to ask questions, learn about admission procedures, or schedule consultations.
  • Review available information about services, locations, and support options.

The site’s mobile-first layout reflects how most Americans now search for health-related resources—Pew Research Center data shows that more than 70% of U.S. adults use smartphones to find healthcare information.

Why Accessibility Matters

Access to treatment plays a key role in recovery. A 2024 study by Johns Hopkins Bloomberg School of Public Health reported that people who enter structured addiction programs are up to five times more likely to achieve sustained recovery compared to those attempting to stop without formal support.

The same research noted that local access—particularly in one’s own community—improves participation rates and long-term engagement. That finding reinforces the need for easily accessible directories that help individuals identify treatment options in their immediate area.

Addressing the Treatment Gap

While there are thousands of addiction treatment centres operating across the United States, many individuals still struggle to locate appropriate options due to limited awareness or confusion about available services.

A CDC brief found that nearly one in three adults who needed substance use treatment did not know where to go for help, underscoring how critical access to centralized information can be. The new platform simplifies that process by presenting treatment options based on location and service category in one place.

“Finding help shouldn’t be overwhelming,” said Joyce D., spokesperson for Addiction Treatment Centres Near Me Online Directory USA. “This directory was created to help people quickly identify treatment resources in their own communities, so they can focus on getting the support they need.”

Benefits for Individuals and Families

The platform offers practical support for anyone seeking addiction care or recovery resources. Key benefits include:

  • Convenience: A single point of access for locating treatment centres across all 50 states.
  • Clarity: Easy-to-understand information about treatment types, contact details, and available programs.
  • Privacy: Users can browse options and contact centres directly, allowing them to take the first step on their own terms.

The directory also serves families and caregivers searching for information to support loved ones. By providing a national resource accessible from any device, it helps people make informed decisions with greater ease.

Broader Impact Across the U.S.

Substance use disorder is not only a health issue—it carries a major social and economic cost. The National Institute on Drug Abuse estimates that substance misuse costs the U.S. more than $700 billion each year in healthcare, lost productivity, and criminal justice expenses.

Studies by the National Academies of Sciences, Engineering, and Medicine show that every dollar spent on addiction treatment saves society an estimated $4 to $7 by reducing healthcare and related costs. Making information about treatment more accessible contributes to public health efforts aimed at reducing these long-term burdens.

About Addiction Treatment Centres Near Me Online Directory USA

Headquartered in Cheyenne, Wyoming, Addiction Treatment Centres Near Me Online Directory USA is an independent online resource helping individuals and families locate addiction treatment centres across the United States. The platform was developed to improve accessibility and convenience for those seeking help, providing information about treatment options and contact details in a clear, organized format.

To learn more or explore local treatment options, visit https://addictiontreatmentcentercheyenne.com.

Media Contact

Organization: Addiction Treatment Centres Near Me Online Directory USA

Contact Person: Joyce D.

Website: https://addictiontreatmentcentercheyenne.com

Email: Send Email

City: Cheyenne

State: Wyoming

Country:United States

Release id:36455

The post Addiction Treatment Centres Near Me Online Directory USA Launches Nationwide Platform to Connect Americans with Trusted Treatment Centres 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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ChatPay Wallet $CPAY: The Future of Payments – Where Messaging Meets Crypto

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ChatPay Wallet is the Future of Payments, send and receive crypto like a text message. The world’s first AI-powered messaging wallet.

November 2, 2025 – The team behind ChatPay Wallet is excited to announce the launch of its $CPAY token presale on PinkSale, giving early supporters a chance to join a project that’s redefining how people send, receive, and experience digital money.

Reimagining How We Send Crypto
ChatPay Wallet lets you send crypto as easily as sending a message. Built as a multi-chain, AI-powered self-custody wallet, ChatPay allows users to transfer crypto directly within an encrypted chat interface. No confusing wallet addresses, no delays, and no unnecessary steps.

“We believe crypto should feel as natural as chatting with a friend,” said a ChatPay Wallet spokesperson. “That’s why we built ChatPay – to make digital transactions simple, secure, and social.”

With end-to-end encryption, an AI assistant for portfolio insights, and cross-chain compatibility, ChatPay bridges the gap between messaging and decentralized finance. Whether users are chatting, trading, or bridging assets, everything happens inside one intuitive app.

Why ChatPay Wallet Stands Out
Unlike traditional wallets that only store assets, ChatPay merges communication and crypto utility. Key features include:

– End-to-end encrypted messaging and transactions
– Multi-chain support for global flexibility
– Built-in swap and bridge features
– AI assistant for managing assets and understanding Web3
– Cash-out support through global partners like MoneyGram

ChatPay isn’t just another wallet – it’s the world’s first AI-powered messaging wallet that puts privacy and convenience at the center of the crypto experience.

Presale Details
The $CPAY token presale is live now on PinkSale (BSC). Key details include:
– Token Name: ChatPay Wallet (CPAY)
– Presale Supply: 600,000,000 CPAY
– Liquidity: 306,000,000 CPAY locked for 90 days
– Soft Cap: 0.1 BNB
– Max Purchase: 5 BNB per wallet
– Presale Ends: November 4, 2025 at 17:00 UTC

After the presale, liquidity will be added and locked to ensure full transparency and trust. Investors can join through the official link below:

https://www.pinksale.finance/launchpad/bsc/0xca7BFd4f8671Eac4362b50C19F9cD72f65 5A7EE0
Strategic Exposure and Growing Hype ChatPay Wallet has quickly gained traction across the crypto community.
Promotions and listings include:
– MadApes Calls, Dwen_Exchange Calls, and Tier 1 PinkSale KOLs
– Major ad campaigns on BuyBot, CherryBot, NTM.ai, Moontok.io, and CNToken.io
– Trending on DexTools, DexView, DexScreener, and Ave
– Fast-tracked listings for CoinMarketCap (CMC) and CoinGecko (CG)

With this momentum, ChatPay Wallet is emerging as one of the most promising projects in the Web3 space for 2025.

About ChatPay Wallet
ChatPay Wallet Inc. is a Web3 startup focused on connecting communication and crypto in one seamless ecosystem. Its goal is to make digital payments borderless, effortless, and social. The company’s mission – “Your chain, your language, your lifestyle” – reflects a commitment to making blockchain easy and accessible for everyone.

Connect with ChatPay Wallet
Website: https://chatpaywallet.com
Telegram: https://t.me/ChatPay_Wallet
X (Twitter): https://x.com/ChatPay_Wallet
Email: hi@chatpaywallet.com

Media Contact

Organization: ChatPay Wallet

Contact Person: James Samuel

Website: https://chatpaywallet.com

Email: Send Email

Country:Singapore

Release id:36451

The post ChatPay Wallet $CPAY: The Future of Payments – Where Messaging Meets Crypto 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.

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