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ACI quantitative robot-The power of reading the trends

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4 years ago

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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 “The outdated people stick to the end.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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Alex Jacob

Alex Jacob is a literature author. He was born in Chicago. Alex passion is writing news articles. He writes number of articles and published it.

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Press Release

TR.ENERGY: Buy TRON Energy and Fee Savings on USDT Transfers in the TRX Network

Published

1 hour ago

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July 5, 2025

By

Sharjah, UAE, 5th July 2025, ZEX PR WIRE, TR.ENERGY is a high-tech decentralized platform for efficient delegation and rental TRON Energy, helping users significantly reduce transaction costs when transferring USDT TRC-20 on the network.

The platform enables users to buy TRON energy instantly, providing a cost-effective alternative to the traditional fee model on the TRON blockchain. This solution is especially relevant for active traders, crypto businesses, exchanges looking to optimize expenses.

Why Energy Matters in the TRON Network

The TRON network is one of the fastest-growing and most advanced ecosystems in Web3. However, when interacting with smart contracts — such as transferring USDT TRC-20 or deploying a decentralized application (dApp) — users consume energy. If there’s not enough energy in the wallet, the network burns TRX, increasing the transaction cost. For high-frequency users, this can result in hundreds of dollars in additional monthly costs.

For example, a typical USDT transaction can cost up to 27 TRX (~$7.40). In contrast, the same transaction via TR.ENERGY costs just 10 TRX, enabling users to cut fees by more than 63%.

Users without sufficient energy may also encounter the “OUT_OF_ENERGY” error, which prevents transactions from being processed.
TR.ENERGY solves this problem by offering an easy and instant way to buy TRX energy – with no need to freeze tokens or perform complex configurations.

How TR.ENERGY Works

TR.ENERGY provides immediate access to TRON energy without freezing your own TRX. Through its intuitive interface, users can:

  • Save up to 63% on fees for USDT TRC-20 transactions;
  • Buy tron energy for durations ranging from 15 minutes to 24 hours;
  • Stay secure and anonymous — the service never accesses user funds;
  • Use the built-in AML checker to validate wallet safety.

TR.ENERGY Wallet

TR.ENERGY has also launched a non-custodial cryptowallet. 

TR.ENERGY Wallet — offering not only safe storage for crypto assets but full access to all TR.ENERGY features, including:

  • Buy TRX energy with a few clicks;
  • Pay USDT fees with USDT when transferring USDT TRC-20
  • Access to an AML checker for TRX, BTC, and ETH;
  • Instant token swaps between TRX and USDT (more networks coming soon).

In addition, the platform provides global investors with a staking model offering 16–20% annual returns, positioning TR.ENERGY as one of the most risk-free and high-yield investment options for the TRX token in the crypto market.

Referral Program

TR.ENERGY features a multi-level referral system, where partners can earn 10% of the staking rewards generated by referred users.
As your referral level grows, you unlock even greater rewards and platform benefits.

Who Uses TR.ENERGY?

TR.ENERGY already serves over 10,000 active users, including:

  • Crypto businesses processing thousands of transactions daily;
  • Retail traders who frequently need TRX energy rental to reduce operational costs;
  • Exchanges and services looking to improve user experience and reduce fees.

More Than Just TRON Energy Rental

TR.ENERGY is more than a utility tool – it’s a next-generation DeFi infrastructure built to optimize network fees and scale blockchain operations. The project is currently part of the TRON Builders League (TBL) incubation program and continues to expand its offerings and integrations.

Key Advantages of TR.ENERGY:

Several key advantages of the service:

  • Ability to buy TRX energy without the need to freeze assets;
  • B2B client support with flexible terms and AML reporting;
  • Fully automated processes;
  • 24/7 customer support with a personalized, user-first approach.

Connect with TR.ENERGY now

Join thousands of users already saving on network fees:

Official Website: https://tr.energy/en/

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Press Release

Bangalore Cafe The Pure-Veg offering Kannada South Indian food in the Singapore

Published

3 hours ago

on

July 5, 2025

By

Bangalore Cafe Brings Authentic South Indian Vegetarian Delights and Full-Service Dining to Little India, Singapore

Singapore, 5th July 2025, Bangalore Cafe, the newest pure-vegetarian haven at 80 Syed Alwi Road, is transporting diners straight to the heart of Karnataka with an extensive menu of South and North Indian specialties–and a full suite of services designed for every occasion, whether one is planning an intimate dinner for two or simply craving piping-hot dosas delivered to one’s doorstep.

Bengaluru, the capital of Karnataka, is a haven for vegetarian food lovers, offering a delightful range of South Indian delicacies. The city is known for its iconic *Masala Dosa, a crispy rice crepe filled with a spicy potato mixture, often served with coconut chutney and is another traditional favorite. Popular breakfast dishes like **Idli, **Vada, and **Upma* are staples in most local households and eateries. *Bisi Bele Bath, a hearty dish made of rice, lentils, and vegetables with a unique spice blend, reflects Bengaluru’s love for wholesome, flavorful meals. Sweet lovers enjoy **Mysore Pak* and *Kesari Bath*, both rich in ghee and tradition. Bengaluru’s vegetarian cuisine is a blend of taste, tradition, and regional influence.

“The goal is to share the vibrant flavors of Bangalore and Mangalore with everyone in Singapore,” says Mr.Sundarraj, Founder & CEO – “Every dish–from our signature Neer Dosa and Masala Puri to Mangalore Buns and Maddur Vada–is crafted with authentic recipes and the freshest ingredients.”

Catering for Every Gathering & Advance scheduling: Whether it’s a wedding, corporate breakfast, luncheon, dinner or festive gathering, Bangalore Cafe’s customizable catering packages bring its celebrated vegetarian fare to venues across the island.

— South Indian Buffet

— North Indian Buffet

— Tea /Coffee Snacks & Chaats Buffet

Advance consultations with management events team ensure seamless service–from decor and tableware to professional on-site staff.

Delivery & Takeaway: For those dining at home or on the go, Bangalore Cafe partners with GrabFood, Deliveroo and FoodPanda, plus direct island-wide delivery via online website. Customers may also pre-order for self-pickup, with minimal wait times.

About Bangalore Cafe: Established in 2025, Bangalore Cafe was founded to introduce Singapore to the rich culinary heritage of Karnataka. Celebrated for its authentic recipes, warm hospitality and commitment to sustainability, the restaurant sources premium ingredients while ensuring affordability and impeccable hygiene standards.

Benefits of Non-Refrigerated Freshly Cooked Food: Non-refrigerated freshly cooked food offers a range of benefits, especially when consumed shortly after preparation. One of the primary advantages is its freshness and nutritional value. Freshly cooked meals retain more natural nutrients, flavors, and textures compared to reheated or processed foods. They are free from preservatives and additives commonly used in packaged or stored meals, promoting a healthier diet.

Another benefit is improved digestion. Warm, freshly prepared foods are generally easier to digest than cold or stored foods. In many cultures, traditional meals are served fresh and warm, supporting the body’s natural digestive processes. This practice aligns with health philosophies such as Ayurveda, which emphasizes the importance of fresh, warm food for maintaining bodily balance.

Hygiene is another important aspect. When food is cooked and consumed immediately, there is less risk of bacterial growth that can occur during storage. This ensures food safety, especially in warm climates where refrigeration is limited.

— Better Digestion: Easier to digest, supporting natural digestive processes.

— Energy Efficiency: Reduces need for refrigeration, saving energy.

— Food Safety: Less risk of bacterial growth, ensuring food safety.

— Retains Nutrients: Preserves natural nutrients, flavors, and textures.

Summary: Bangalore Cafe brings you a rich tapestry of flavors that have delighted generations, each dish in a traditional approach, focusing on a vegetarian experience. Discover multi-cuisine Veg restaurant chain, offering a variety of flavorful curries, savory dishes that capture the essence of South Indian cuisine.

A Dining Experience to Savor: From the moment guests step inside Bangalore Cafe’s warm, contemporary space, they’re greeted by the fragrant aromas of freshly prepared dosas, idlis, thalis and more. Open daily from 8:00 AM to 11:00 PM, the restaurant invites reservations via:

Contact Details: Bangalore Cafe

80 Syed Alwi Road, Singapore 207659 | Tel: (+65) 6531 0556 | (+65) 9771 5163

Web: https://bangalorecafe.sg/

Media Contact:
Organization: Synergy Global Enterprise LLC
Name: Gopi Divecha
Contact Number: +6586940671
Address: 111 North Bridge Road #21–01, Singapore 179098
Website: https://pixelproduction.com/
Email: gopi@pixelprodction.com

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Press Release

Shivam Restaurant Introduces a Vegetarian Feast in the Heart of Little India, Singapore

Published

3 hours ago

on

July 5, 2025

By

Shivam Restaurant, the acclaimed Indian vegetarian haven at 87 Syed Alwi Road, is elevating plant-based dining in Little India with a full suite of services designed for every occasion–whether one is planning a family meal, a grand festive celebration, or simply craving home-delivered North-Indian, Punjabi, Gujrati and Jain food.

A Dining Experience to Savor: From the moment guests step into Shivam Restaurant’s warm, contemporary setting, they’re greeted with the rich aromas of North-Indian specialties crafted entirely from vegetables, legumes and dairy. Open daily from 11:30 am to 11:30 pm, Located in the hearty of Little India, opposite famed Mustafa Centre, its readily approachable. The restaurant can be reached on phone at (65) 6908 2966, WhatsApp at (65) 9800 5962, or through its website’s “Book a Table” portal.

“Vegetarian food doesn’t mean mock meat. Vegetarian food means authentic, flavourful, unique cuisine with dishes having its own unique names. At Shivam Restaurant we carry over 350 dishes, all pure-vegetarian, that means no meat, no eggs, no fish. We offer Jain food without onion & garlic and carry Vegan food choices as well” says Mr.Sudeep, the founder. Shivam Restaurant is truly a Home for Vegetarians.

Shivam Restaurant’s Catering for Every Gathering

Shivam Restaurant’s customized catering packages bring its signature vegetarian fare to venues across Singapore. Ideal for weddings, corporate functions and family gatherings, offerings include both indoor banquets for up to 40 guests and outdoor setups under tents and marquees. Clients can choose from set menus featuring everything from chaats and curries to breads and rice dishes, all served with professional on-site staff.

> Indoor (Banquet) Catering: Elegant plated or buffet-style menus, tableware and decor.

> Outdoor Catering: Perfect for events in One’s home, function halls, garden parties, community events and temple functions.

> Bento Ordering: Variety of ready pre-packaged meals for individuals. Suitable for outdoor trips, tourists, prayer meets.

Delivery & Take-away: For those who prefer to dine at home or grab a quick takeaway, Shivam Restaurant ensures that favorite vegetarian dishes are just a few clicks away. Partnering with trusted delivery platforms, Shivam brings piping-hot thalis, curries, breads, and snacks directly to the doorstep across Singapore.

  1. Island-wide Delivery via Shivam Restaurant Website Order Directlyfor fresh, in-house managed deliveries with quality assurance. Whereas local delivery partners includes – Deliveroo, GrabFood & FoodPanda.

Self Pickup: Prefer to pick up yourself? Pre-order meal online or by phone and collect it freshly prepared at the restaurant with minimal wait time.

Additional benefits:

> Minimum spend of S$40 applies for delivery orders.

> Delivery fee waived for orders above S$100.

> Advance orders can be placed for scheduled deliveries — ideal for parties and special occasions.

Whether one is planning a cozy family meal at home or ordering sweets for a festive gathering, Shivam ensures the highest quality and timely service.

To browse current offers, bundles, and festive promotions, visit the Shivam Restaurant News.

About Shivam Restaurant:
Established in 2012, Shivam Restaurant has been a cornerstone of vegetarian cuisine in Little India. Celebrated for its authentic flavor profiles and commitment to sustainability, the restaurant blends traditional cooking techniques with contemporary presentation. Shivam Restaurant Pte Ltd. continues to expand its footprint while maintaining the personal touch that has garnered loyal diners and community awards alike.

Contact:
Shivam Restaurant
87, Syed Alwi Road, Singapore 207666
Tel: (65) 6908 2966 | WhatsApp: (65) 9800 5962 Web: https://www.shivamrestaurant.com.sg/

Media Contact:
Organization: Synergy Global Enterprise LLC
Name: Gopi Divecha
Contact Number: +6586940671
Address: 111 North Bridge Road #21–01, Singapore 179098
Website: https://pixelproduction.com/
Email: gopi@pixelprodction.com

About Author

Cloud PR Wire

See author's posts

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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