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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 “The outdated people stick to the end.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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Housing as an Economic Catalyst: How Hon. (Dr.) Audullahi Saheed Mosadoluwa Is Driving a New Vision for Real Estate Development in Nigeria

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Nigeria, 9th Jul 2026 –  As Africa continues to experience rapid urbanization and increasing demand for quality housing, a growing number of industry leaders are redefining the role of real estate beyond property development. Among them is Hon. Dr. Audullahi Saheed Mosadoluwa, Executive Managing Director and Chief Executive Officer of Harmony Garden & Estate Development Ltd., whose integrated approach to housing, infrastructure, financing, and economic development is attracting attention across Nigeria’s real estate sector.

Rather than viewing housing as an isolated investment, Mosadoluwa believes residential development should stimulate commerce, create employment, improve infrastructure and contribute to broader economic growth.

“Housing should not simply provide shelter. It should become the foundation for wealth creation, business growth, and national development,” he says.

From Aviation to Real Estate Leadership

Before entering the real estate industry, Mosadoluwa built a successful aviation career, where he held several operational leadership positions. His experience managing complex logistics and large-scale operations, including leadership roles within the Gulf aviation industry, participation in the establishment of Ras Al Khaimah Airline, and overseeing Hajj operations at Kabo Air, helped shape the systems-driven management philosophy he now applies in business.

According to colleagues, his operational background has influenced Harmony Garden’s emphasis on planning, execution, and structured growth.

Expanding Access to Homeownership

One of the company’s flagship innovations is the Ibile Traditional Mortgage System (ITMS), designed to make homeownership more accessible for Nigerians who may struggle with conventional mortgage requirements.

The financing model allows buyers to begin with a 10 percent initial deposit, receive allocation after meeting defined payment milestones, and spread the outstanding balance over five years at a single-digit annual interest rate.

The initiative has been positioned to support first-time homeowners, professionals, entrepreneurs, and Nigerians in the diaspora seeking flexible pathways to property ownership.

Industry observers note that alternative financing solutions such as ITMS have become increasingly relevant as affordability remains one of the biggest challenges facing the housing market.

Developing Integrated Communities

Harmony Garden’s portfolio extends across several residential and mixed-use developments strategically located within Lagos’ rapidly expanding economic corridor.

Projects including GranVille Estate and Lekki Aviation Town have been designed to combine residential living with modern infrastructure such as road networks, drainage systems, security installations, street lighting, and landscaped environments.

The developments also benefit from their proximity to major economic assets, including the Dangote Refinery, Lekki Deep Sea Port, Alaro City, Pan-Atlantic University and the proposed Lekki International Airport, positioning them as long-term investment destinations.

According to the company, its development philosophy prioritizes sustainable communities that deliver both lifestyle benefits and long-term capital appreciation.

Looking Beyond Residential Development

Mosadoluwa’s broader vision extends beyond conventional housing into industrial and commercial infrastructure.

Among the initiatives under development are the proposed Ibile Industrial Park, intended to support manufacturing and logistics businesses, and the Ibile–Wei Chinese Market, conceived as a commercial hub to strengthen trade relationships between African and Asian businesses.

He has also advocated for the Fly Lagos Initiative, a concept aimed at enhancing Lagos’ position as a regional aviation, logistics, and commercial gateway.

These projects reflect a strategy focused on linking housing with employment generation, industrial expansion, and investment attraction.

Promoting Dialogue on Housing Development

In addition to corporate leadership, Mosadoluwa has become an active voice in conversations surrounding housing policy and sustainable urban development.

In 2024, he convened the Bridging Housing Deficit Conference, bringing together policymakers, investors, developers, financial institutions and housing professionals to explore practical solutions for addressing Nigeria’s housing challenges.

The conference focused on innovative financing models, public-private partnerships, and strategies for expanding affordable housing across the country.

Participants described the event as an important platform for collaboration between the government and the private sector.

Positioning Real Estate as a Driver of Economic Growth

As Nigeria continues to address significant housing demand, experts increasingly recognize the importance of integrated development models that combine residential infrastructure with economic opportunities.

For Mosadoluwa, success is measured not only by the number of homes delivered but also by the long-term value those developments create for communities.

“Our objective is to develop environments where families can thrive, businesses can grow, and investments can appreciate over time,” he says.

With ongoing investments across residential, commercial, and industrial sectors, Harmony Garden & Estate Development Ltd. continues to position itself as one of the companies contributing to the evolving conversation on sustainable urban development and economic transformation in Nigeria.

 

Media Contact

Organization: Harmony Garden & Estate Development Ltd.

Contact Person: Kabiru Audullahi Mosadoluwa

Website: http://landbookbyharmony.com/

Email: Send Email

Country:Nigeria

Release id:46931

The post Housing as an Economic Catalyst: How Hon. (Dr.) Audullahi Saheed Mosadoluwa Is Driving a New Vision for Real Estate Development in Nigeria 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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PRIVACY MATTERS: MORE PATIENTS ARE CHOOSING TELEHEALTH FOR PERSONAL HEALTH CONCERNS

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All Family Pharmacy Helps Remove Barriers That Prevent People From Seeking Care

United States, 9th Jul 2026 For many Americans, the hardest part of seeking medical care isn’t scheduling an appointment or paying for treatment. It’s having an uncomfortable conversation.

Whether it’s hair loss, weight management, hormone support, sexual wellness, skin conditions, or other sensitive health concerns, millions of patients delay seeking care because they feel embarrassed discussing personal medical issues in a crowded waiting room or face-to-face with multiple office staff members.

As telehealth continues to reshape the healthcare landscape, companies like All Family Pharmacy are helping patients access licensed medical providers from the privacy of their own homes, creating a healthcare experience that many consumers find more comfortable, convenient, and accessible.

“Healthcare should never be delayed because someone feels uncomfortable asking for help,” said a spokesperson for All Family Pharmacy. “Our goal is to make it easier for patients to speak with licensed medical providers in a setting where they feel more at ease. When people are comfortable, they’re often more willing to seek care and ask the questions that matter.”

Traditional medical appointments often involve scheduling weeks in advance, sitting in busy waiting rooms, discussing personal information at a reception desk, and navigating multiple administrative steps before ever speaking with a healthcare provider. For many patients, these obstacles can become reasons to postpone addressing legitimate health concerns.

All Family Pharmacy’s telehealth platform is designed to simplify that experience. Patients can complete their health information securely online, consult with licensed medical providers when appropriate, and, if treatment is prescribed, have medications shipped directly to their home.

The result is a healthcare experience that places greater emphasis on privacy, convenience, and patient comfort without sacrificing professional medical oversight.

Consumer demand for telehealth continues to grow as patients increasingly seek healthcare options that better fit modern lifestyles. In addition to saving time, many patients report appreciating the ability to discuss sensitive topics from a familiar environment rather than in a traditional clinical setting.

Beyond its telehealth services, All Family Pharmacy continues to invest in responsive customer support, licensed pharmacy professionals, and educational resources to ensure patients have access to reliable information throughout their healthcare journey.

As healthcare continues to evolve, All Family Pharmacy believes one of the most meaningful innovations is also one of the simplest: creating an environment where patients feel comfortable asking for help.

By reducing unnecessary barriers and making appropriate healthcare services more accessible, the company hopes to encourage more people to address health concerns earlier rather than postponing care because of embarrassment or inconvenience.

About All Family Pharmacy

All Family Pharmacy is a telehealth and prescription fulfillment platform dedicated to improving access to healthcare through licensed medical providers, convenient online consultations, and patient-centered service. By combining technology with personalized support, the company helps individuals and families access healthcare in a way that emphasizes privacy, convenience, and compassionate care. Find out more by visiting allfamilypharmacy.com.

Media Contact

Organization: All Family Pharmacy

Contact Person: Mike Kuenzler

Website: https://allfamilypharmacy.com

Email: Send Email

Country:United States

Release id:46930

The post PRIVACY MATTERS: MORE PATIENTS ARE CHOOSING TELEHEALTH FOR PERSONAL HEALTH CONCERNS 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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NeuraFrame Studio Announces Launch of Teachable Local AI Operating Frame for Single Devices, Servers, and Fleets

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Downloadable ARM64 and x86_64 Linux packages will include 7-day per-device trials, individual and fleet licensing, account portal, support desk, and measured benchmark results across Llama 8B, ResNet-152, and edge AI workloads.

Australia, 9th Jul 2026 NeuraFrame Studio today announced the launch of NeuraFrame Studio, a local AI operating frame designed to help AI systems preserve verified work, corrections, context, and route state so repeated model work does not have to be recomputed.

The launch will include downloadable Linux packages for ARM64 and x86_64 systems, supporting both individual local AI users and larger fleet deployments. Each device will receive a 7-day free trial. Paid licensing will be available per device, with monthly, annual, and fleet options. Fleet customers will be able to manage multiple devices through an organization account, seat pool, enrollment token, and account portal designed for multi-device installation and management.

“Prompting gets a response. Teaching changes the future response,” said Shawn Taylor, founder of NeuraFrame Studio. “NeuraFrame Studio is built around that idea. Models are powerful, but they should not have to rediscover the same answer, reprocess the same context, or rerun the same workflow every time. NeuraFrame gives local and edge AI systems a way to preserve verified work and use expensive model calls only when needed.”

NeuraFrame Studio is designed to work around existing models and workflows rather than replace them. The product can operate as a local API layer or a drop-in gateway in front of compatible model services, allowing existing applications to route through NeuraFrame while preserving normal model behavior. If a license expires, NeuraFrame enters pass-through mode. The underlying model can still answer directly, while NeuraFrame reuse, routing, memory, and workflow-saving features are disabled until renewal.

The launch also includes an account portal for device management, billing handoff, support tickets, and license status. Individual users can activate devices, refresh licenses, and manage billing. Fleet users can create an organization, purchase multiple seats, copy or regenerate an enrollment token, and enroll devices into a shared seat pool. Install paths include direct package installation, token-based enrollment, one-line bootstrap installation, and fleet tooling for scripted or administrator-led deployments.

Internal benchmark results measured on NVIDIA Jetson AGX Orin showed significant reductions in repeated model work across real edge AI workloads. A ResNet-152 recurrence benchmark avoided up to 90% of heavy GPU calls at 10x recurrence with 100% agreement against the traditional always-run baseline. A Llama 3.1 8B quantized exact-recurrence benchmark reduced heavy LLM calls from 100 to 10 at 10x recurrence, lowering runtime from 524.9 seconds to 52.3 seconds with 100% agreement.

A same-document, different-questions workload showed that repeated long-context processing can also be reduced when the model call is still required. With gated document routing, prompt-token load fell 87.1% while factual accuracy and semantic agreement both remained at 100%. A measured Llama 8B power test at 5x recurrence reduced total board energy from 1,577.6 joules to 316.7 joules, a 79.9% reduction.

NeuraFrame Studio also measured a comparison against ordinary prefix caching. Prefix caching reduced prefill work, but still called the model and decoded every request. NeuraFrame avoided repeated calls themselves, using about one-fifth the energy of the prefix-cache arm for the same delivered-answer workload.

Additional tests showed semantic reuse beyond exact text matching, taught-fact composition with correction, agent-loop reuse with partial invalidation, near-duplicate vision reuse, and measured storage overhead. The reuse runtime added 16 MB resident RAM beside a 6.2 GB Llama 8B model server, about 0.26% on top of the model.

NeuraFrame Studio is intended for local AI, edge AI, server AI, industrial systems, repeated document workflows, agent workflows, robotics, inspection systems, and fleet deployments where repeated model work creates measurable cost.

Website

https://neuraframestudio.com

Media Contact

Organization: NeuraFrame Studio

Contact Person: Shawn Taylor, Media Relations Manager

Website: https://neuraframestudio.com/

Email: Send Email

Contact Number: +61497024892

Country:Australia

Release id:46929

The post NeuraFrame Studio Announces Launch of Teachable Local AI Operating Frame for Single Devices, Servers, and Fleets 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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