Press Release
Platon Aims To Become The Public Infrastructute Of Privacy Computing To Open Up Business Prospects For The Crypto Space
In the Information Age, Data Becomes a New Factor of Productivity
In economics, factors of production, also known as production inputs, are essential resources for the production of goods and services. In his epochal work “Principles of Economics”, famous British economist Marshall put forward the theory of four factors of production — land, labor, capital and entrepreneurial talent. National income (NI) is the reward of four factors, and that is, national income (NI) = labor wage (w) + land rent (r) + capital interest (i) + operating profit (π). This “four-in-one formula” sums up the core of western economic production theory and distribution theory, which has been widely accepted for more than a century.
However, factors of production are a historical category that evolves with the development of economy and society. The birth and development of the Internet has changed the mode of production, life and consumption, and it promoted many important and profound changes, and played an increasingly important role in economic development, social life and national governance. The full exploitation and effective utilization of all kinds of data has raised production efficiency to an unprecedented level. Data has become an indispensable factor in economic activities and a new generation of production factors after land, energy, population and food.
Table – Production Factors at Different Stages
Privacy Brings Data Dilemma and MPC Realizes Data Collaborative Computing
Nowadays, people have already extended their social activities to the network space. Every day, people contribute data continuously to the network space. A large amount of data is collected, calculated, analyzed, excavated and this goes beyond the original data level of information value.
However, because of the plain text nature of the data, the owner loses ownership of the data once the data is granted to others for use. Therefore, to ensure the privacy protection of data, a huge amount of data managed by enterprises cannot be exchanged and co-calculated with the data held by other enterprises, which is why a large number of data cannot generate value.
The emergence of privacy computing ends this dilemma. Yao Qizhi, a member of the Chinese National Academy of Sciences, proposed secure multi-party computing (MPC) in 1982. In a nutshell, participants have to enter information to calculate an agreed function. In addition to the accuracy of the calculations, they must also protect the privacy of each participant’s input data. Specifically, there are now n participants, each of whom, xi, is aware of the xi they entered, who together calculate a pre-agreed function f (x1 ,…, xn) = y. In this way, all participants will get the final y value, but they will not be able to know the specific data entered by the other participants. Thus, with local data not aggregated and privacy not divulged, each party can still achieve a common desired result by performing the operations of the given logic.
Privacy computing opens up huge business prospects for the digital world (Crypto Space)
Bitcoin’s pioneering combination of virtual currencies and peer-to-peer payment systems open the door to decentralization. With the introduction of intelligent contract function, Ethernet has greatly improved the scalability of blockchain, and all kinds of applications can be deployed on blockchain. Because of these characteristics, early public blockchain networks such as Bitcoin and Ethernet have been developed, attracting a large number of blockchain and encryption enthusiasts in the world, and many traditional institutions have been entering the area of blockchain, exploring various possibilities of decentralization.
The combination of privacy computing and blockchain is expected to put data ownership back in the hands of data producers, meaning that vast amounts of data can be counted without affecting privacy and ownership, so that the owners can profit and data can burst out with greater value. Therefore, the blockchain project based on privacy calculation is naturally suitable for the commercial practice in the fields of financial, medical, scientific research, government affairs, and logistics and so on.
“Operator” PlatON network for blockchain data
PlatON, the representative project of the combination of privacy computing and blockchain currently, is based on the basic attribute of blockchain and is supported by privacy computing network, and provides the next generation Internet infrastructure protocol with the core characteristics of “computing interoperation”. PlatON’s vision is to become the public infrastructure for privacy computing of the next generation, publishing privacy computing algorithms through contracts, and implementing MPC protocols with data providers and computing nodes for privacy protection requirements, so as to realize cooperative computing of data. PlatON, designed to price data flows, is all about computing and data, which is the most fundamental part of future human production. PlatON can achieve large-scale application landing and commercial scenario implementation:
For example:
I. Build a wider credit collection network. The public chain that provides private computing can provide user with customizable computing logic template and multi-party access mode, and in the case that the access party’s data does not need to be collected and shared, only the credit inquiry results are output to the demander, and the original data can be encrypted and stored in the blockchain system to meet all kinds of audit needs.
II. Supply chain financial infrastructure. The public chain of private computing is based on blockchain technology and cryptography algorithm, which can provide a platform solution for supply chain finance to digitally identify, process and transfer assets. Construct a new financial financing model of supply chain in which the information of the upstream and downstream enterprises can be shared symmetrically, the credit value of the core enterprises can be transmitted, the business tickets can be split and the risk can be controlled, and provide convenient data traceability for the supervision and enhance the service efficiency of the industry as a whole.
To build the public infrastructure for the digital age, PlatON continuously optimizes technology, iterates the underlying infrastructure, and breaks through the “impossible triangle” in terms of performance. “Impossible triangle” means that it is difficult to achieve both a good “decentralization” and a good “security” of the system in a blockchain and a high “transaction processing performance” at the same time. The most well-known blockchain projects in the industry are Bitcoin, Ethernet, and EOS. At present, using native Token transfer performance test method and EOS under the same testing conditions, PlatON has achieved a comprehensive performance leader in the quasi-real environment, and will continue to focus on the data field and accelerate the construction of data market.
About Author
Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
Sheryar Shah, Head of AI Growth at sher.hk, highlights a 55% year-on-year drop in Hong Kong graduate entry-level vacancies — the lowest in five years — as companies adopt AI for routine junior tasks.
Hong Kong S.A.R., 9th Mar 2026 – Sheryar Shah, Head of AI Growth at sher.hk, has drawn attention to a notable trend in Hong Kong’s graduate employment market: full-time entry-level graduate vacancies have fallen by approximately 55% year-on-year — reaching the lowest level recorded in five years — as companies increasingly adopt generative AI and automation tools for routine junior tasks.
“The entry-level pathway that Hong Kong graduates have traditionally relied on is undergoing visible change,” Shah noted. “We are seeing a clear 55% reduction in advertised graduate positions through the public university portals, and AI is already handling many of the basic starter tasks that used to be managed by new hires. Current trends suggest this shift will continue in the coming years.”
Current data indicates ongoing change in the market
Hong Kong’s graduate recruitment environment is showing clear movement:
- Full-time graduate vacancies through the eight public universities declined approximately 55% year-on-year in the most recent reporting period — the lowest figure in five years.
- Generative AI is now commonly used for functions previously assigned to new graduates: basic email drafting, data entry, customer-service responses, simple translation, content generation, junior administrative support, and routine compliance monitoring.
- Surveys of employers from late 2025 into early 2026 show many companies planning continued adjustments to graduate intake, with AI often identified as an alternative for repetitive entry-level work.
Shah points to the 55% drop as evidence of a broader structural shift, supported by international workforce analyses (McKinsey, Goldman Sachs, IMF 2023–2025) that expect continued automation in administrative, clerical, and service-oriented sectors. “When AI reliably performs 70–80% of a junior role’s output at significantly lower cost, the economic rationale for retaining the human equivalent becomes more challenging,” he explained. “Across many Hong Kong businesses, this reasoning is contributing to the changes we observe in traditional graduate entry opportunities.”
A changing job market structure
Shah highlighted an important distinction:
- Overall employment levels in Hong Kong are not expected to decline sharply. New roles will continue to emerge.
- Emerging demand is increasingly focused on positions that require immediate AI fluency combined with specialised human judgment — a combination that most current graduates are not yet fully prepared to meet from day one.
“The graduate entry market is shifting noticeably,” Shah observed. “Premium opportunities now often require AI proficiency from the outset. The large volume of ‘learn-as-you-go’ starter positions that historically served as the bridge is contracting. The middle ground is narrowing.”
This observation comes as Hong Kong experiences a pronounced contraction in graduate employment in recent years, with ongoing youth unemployment pressures and companies placing greater emphasis on AI solutions for routine functions.
(The 55% figure reflects reported year-on-year vacancy data from Hong Kong’s public university job portals. Future developments will depend on upskilling initiatives, economic conditions, and policy responses. The observed direction is consistent with current trends and international analyses.)
Media Contact
Organization: trustbanana
Contact Person: Sher
Website: https://trustbanana.com
Email: Send Email
Country:Hong Kong S.A.R.
Release id:42312
The post Sheryar Shah Predicts Major Decline in Hong Kong Graduate Entry-Level Jobs by 2028 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.
Press Release
Pure Tax Investigations Provides Specialist HMRC Tax Compliance and Disclosure Services Across the UK
Pure Tax Investigations, led by tax specialist Amit Puri, supports individuals and businesses navigating HMRC tax enquiries and voluntary disclosure procedures.
London, United Kingdom, 9th Mar 2026 – Pure Tax Investigations, a specialist firm focused on HMRC tax compliance and voluntary disclosures, continues to assist individuals, entrepreneurs, and businesses across the United Kingdom with tax enquiry and disclosure matters. The firm brings more than two decades of professional experience to each case, helping clients work through complex tax compliance requirements.
Based in the City of London, Pure Tax Investigations regularly contributes commentary and professional insights to leading industry publications. These include Bloomberg Tax, FT Adviser, Accounting Today, AccountingWEB, Tax Insider, Taxation Magazine, and The Negotiator. The firm shares analysis and information to help professionals and the public better understand the tax disclosure and compliance process.
Most recently, Amit Puri authored a piece on crypto tax disclosures, drawing on his experience in the field of tax compliance and voluntary disclosure procedures.
Puri has also been an active speaker at industry events. He previously presented at Accountex in London and is scheduled to present at FAB 2026 at the Birmingham NEC on March 11.
Areas of Practice
Pure Tax Investigations supports clients across several areas of HMRC tax compliance and voluntary disclosure, including:
- HMRC tax enquiry guidance
- Code of Practice 9 (COP9) compliance procedures
- Contractual Disclosure Facility (CDF) voluntary disclosures
- Complex matters benefiting from prior HMRC inspector experience
The firm’s focus is on helping clients understand their tax position and work through disclosure procedures in a structured and compliant manner.
Expert Perspective
“Many individuals and businesses are simply unaware of their options when it comes to making a voluntary tax disclosure. Our role is to guide people through that process clearly and professionally, so they can resolve their tax position with confidence,” said Amit Puri, Founder, Pure Tax Investigations
Background of Amit Puri
Amit Puri brings more than 21 years of experience in tax investigations and disclosures. He spent over a decade as a senior tax inspector with HMRC, including a period as head of the tax disclosures team.
That background gives Puri a grounded understanding of how HMRC approaches enquiries and disclosures, knowledge he now applies in advising clients. He is regularly sought out by individuals looking to address past tax matters and by professional publications seeking industry perspective on tax compliance trends.
About Pure Tax Investigations
Pure Tax Investigations was established to provide specialist advice on HMRC tax matters. Amit Puri has been working in tax investigations for over 21 years and has spent nearly 12 years in private practice advising clients on compliance and disclosure matters.
The firm operates from the City of London and serves clients across the United Kingdom, including individuals and businesses with overseas connections and UK tax obligations.
To learn more, visit https://pure-tax.com/
For any inquiries, call +44 203 757 5669 or send an email to info@pure-tax.com.
For the latest updates, follow Pure Tax Investigations on social media:
Instagram: @pure.tax.investigations
YouTube @AmitPuri-PureTaxInvestigations
LinkedIn @amitpurigt
LinkedIn (Company): https://www.linkedin.com/company/pure-tax/
Media Contact
Organization: Pure Tax Investigations
Contact Person: Mr. Amit Puri
Website: https://pure-tax.com/
Email: Send Email
Contact Number: +442037575669
City: London
Country:United Kingdom
Release id:42303
The post Pure Tax Investigations Provides Specialist HMRC Tax Compliance and Disclosure Services Across the UK 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.
West Chester, Pennsylvania, United States, 9th Mar 2026 — Elmark Sign Company, a leading provider of custom signs, office branding, and vehicle graphics, continues to set the standard for high-impact visual communication with industry-trusted craftsmanship and strategic design expertise. With over 40 years in business and a track record of more than 50,000 completed projects, Elmark reinforces its commitment to helping businesses enhance visibility, strengthen branding, and create memorable customer experiences.
At a time when a standout presence matters more than ever, Elmark delivers tailored signage solutions that help organizations of all sizes—from local small businesses to global corporations—bring their brand messages to life. The company’s comprehensive portfolio includes acrylic panel signs, ADA & Braille signs, carved signs, dimensional letters, LED-illuminated signs, exterior and interior signage, plaques, vehicle wraps, wall and window vinyl, and wayfinding systems.
Approaching each project with a “client first” mindset, the Elmark team provides a high quality customer experience from start to finish. They work closely with clients to understand their goals, challenges, and unique brand identities, delivering customized signage that not only looks exceptional but also performs under real-world conditions.
Unlike generic sign providers, Elmark offers end-to-end project management, including site surveys, permit acquisition, engineering, and installation services. This holistic approach ensures that each sign is not only visually striking but also compliant with local regulations and optimized for maximum impact.
Elmark Sign Company’s portfolio spans industries and applications—from enhancing retail storefronts and corporate environments to transforming vehicle fleets into mobile billboards. With decades of experience, Elmark has earned the trust of clients across the Mid-Atlantic region and beyond, serving markets such as Chester County, Delaware County, Montgomery County, Bucks County, and New Castle County.
In addition to custom signage, Elmark’s professional design services support brand development through thoughtful visual strategy and creative execution. Whether a business needs new branding assets or a refresh of existing signage systems, Elmark’s experts guide each client through a seamless process from concept to completion.
With a legacy built on quality, reliability, and customer satisfaction, Elmark Sign Company continues to champion innovative signage solutions that help organizations increase brand recognition and engage their audiences more effectively than ever before.
About Elmark Sign Company
Elmark Sign Company is the Mid-Atlantic’s premier manufacturer of custom signs, vehicle wraps, and branding graphics. With 40+ years of experience and thousands of happy clients, Elmark delivers creative, high-quality signage solutions backed by exceptional service and a commitment to excellence.
Website: https://www.elmark.com/
Media Contact
Organization: Elmark Sign Company
Contact Person: Matthew Bayley
Website: https://www.elmark.com/
Email: Send Email
Contact Number: +16106920525
Address:307 Westtown Road
City: West Chester
State: Pennsylvania
Country:United States
Release id:42430
The post Elmark Sign Company Elevates Brand Visibility with Expert Custom Signage Solutions appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section
About Author
Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.
Pure Tax Investigations Provides Specialist HMRC Tax Compliance and Disclosure Services Across the UK
Sheryar Shah Predicts Major Decline in Hong Kong Graduate Entry-Level Jobs by 2028
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