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Platon Aims To Become The Public Infrastructute Of Privacy Computing To Open Up Business Prospects For The Crypto Space

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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.

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AI Shopping Assistant Institute Recognizes Saparo in 2026 AI Shopping Agent Awards

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The 2026 AI Shopping Agent Awards scored eight AI shopping tools on checkout savings, and Saparo received 390 of 400 points across four published criteria.

United States, 20th Oct 2026, Grand Newswire – SAN FRANCISCO, October 14, 2026 — The AI Shopping Assistant Institute (bestaishoppingassistant.com) today announced the results of its 2026 Best AI Shopping Agent Awards and recognized Saparo (saparo.ai) with the 2026 award. The ranking reviewed the public documentation of eight AI shopping tools. It scored each tool on how well it helps a shopper pay the lowest honest price for a product they have already chosen, while keeping the shopper in control of the payment. All scores and the full rubric are published at bestaishoppingagent.com.

AI Shopping Assistant Institute Recognizes Saparo in 2026 AI Shopping Agent Awards

Disclosure 

The AI Shopping Assistant Institute and the Best AI Shopping Agent Awards are operated by the clawbot.ai editorial team. Saparo is not owned or operated by the Institute or by clawbot.ai. Every score is published with its documentation sources so readers can check the results themselves.

How the Tools Were Scored

The editorial panel reviewed each tool’s public documentation. Tools were scored from 0 to 100 on four dimensions: Savings Depth, Price Transparency, Checkout Control and Retailer Reach. Each total is the unweighted sum of the four, built from twenty documentation checks.

How Saparo Compared With the Field

Saparo scored 100 on Savings Depth, 100 on Price Transparency, 100 on Checkout Control and 90 on Retailer Reach, for a total of 390.

Why Saparo Scored 390 of 400

Saparo was the only tool in the field whose documentation met all four criteria:

  • Savings Depth: It compares promo codes, cashback, card rewards and gift-card discounts in a single view, rather than handling only one type of saving.
  • Price Transparency: It shows every line of the final price, including shipping and tax, before the shopper commits.
  • Checkout Control: It hands account, CAPTCHA and payment steps back to the shopper, and card numbers are entered on the merchant’s own checkout page.
  • Retailer Reach: It compares the same product across several retailers.
  •  

According to Saparo’s documentation, the agent tests promo codes, compares cashback and card rewards, and weighs gift-card routes. It then presents the result as one readable checkout plan. The shopper reviews each discount line and approves the payment personally.

“Checkout savings come from several places at once: codes, cashback, card rewards and gift cards,” said Michael of the AI Shopping Assistant Institute’s editorial panel. “We scored tools on whether they put those side by side, show the full final price and leave the payment decision with the shopper. Saparo met all four criteria, and that is reflected in its score of 390.”

What the Ranking Covers

The ranking is an editorial assessment of each tool’s publicly documented capabilities, scored against a published rubric. It evaluates checkout savings specifically. It does not rate product discovery and does not guarantee the price of any individual order.

About the AI Shopping Assistant Institute

The AI Shopping Assistant Institute publishes standards, research and annual awards on AI-assisted online shopping. Launched in 2026, it maintains a five-level standard for AI shopping autonomy, an annual report, a glossary and a checkout savings calculator. Website: https://bestaishoppingassistant.com/

About the Best AI Shopping Agent Awards

The Best AI Shopping Agent Awards is an annual ranking of AI shopping agents. It applies the AI Shopping Assistant Institute’s scoring method and publishes every score. Website: https://bestaishoppingagent.com/

About Saparo

Saparo is an AI shopping agent that turns a shopping task into a clear checkout plan. It compares coupons, cashback, card rewards, gift-card savings and retailer prices before the shopper pays. Saparo is available as a Chrome extension and is currently in Beta. Saparo charges no subscription and no success fees, and no card is required to get started. Website: https://saparo.ai/

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Organization: clawbot ai

Contact
Person:
Michael

Website:

https://clawbot.ai/

Email:

contact@clawbot.ai

Country:United States

The post AI Shopping Assistant Institute Recognizes Saparo in 2026 AI Shopping Agent Awards
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Humane HR Magazine Issue 2 – October 2026 Edition Now Live as Humane HR Awards 2027 Nominations Open

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Woodside, South Australia, Australia, 20th Oct 2026, Grand Newswire –
Humane HR magazine Issue 2 – October 2026 Edition is now live, featuring interviews and expert contributions on human resources, workplace practices and leadership.

Humane HR Magazine Issue 2 – October 2026 Edition Now Live as Humane HR Awards 2027 Nominations Open

The issue of the HR for Humans at Work publication examines approaches to workplace management, employee development, recognition, performance, wellbeing and organisational change. Contributors discuss practices such as outcome-based performance measurement, flexible work arrangements, employee-led learning, peer recognition, mentorship and the integration of artificial intelligence into professional development.

The edition’s expert roundups also bring together perspectives on the factors that influence employee engagement, accountability and workplace experiences. Contributors address how trust, communication, autonomy and defined expectations inform management practices and team performance.

The issue also features the Humane HR Awards 2025 recipients, whose work covers areas including neuro-inclusive leadership, workplace safety, human–technology integration, emotional intelligence, employee wellbeing and organisational transformation.

Through interviews and expert responses, the October edition considers how human resources practitioners and organisational leaders can account for employee needs while addressing business objectives. The contributions examine the role of leadership decisions, workplace systems and development opportunities in shaping how people participate and contribute at work.

Issue 2 continues the magazine’s coverage of human resources through perspectives from professionals working across different roles and sectors.

The October 2026 edition is available via major retailers including Amazon. More details can be found via the Humane HR Magazine page at the website of HR for Humans at Work. 

Humane HR Magazine Issue 2 – October 2026 Edition Now Live as Humane HR Awards 2027 Nominations Open

Alongside the magazine’s release, HR for Humans at Work has announced the opening of nominations for the Humane HR Awards 2027. The awards provide an opportunity to recognise individuals and organisations whose work contributes to human resources, workplace practices and leadership. Interested individuals and organisations can consult the HR for Humans at Work website for nomination details and further information about the awards.

About HR for Humans at Work

HR for Humans at Work covers human resources, workplace practices and leadership through interviews, articles and professional perspectives. Its content examines how organisations approach people management, employee development, workplace relationships and organisational responsibilities.

About Humane HR Magazine

Humane HR Magazine is a publication focused on human resources, workplace leadership and the relationship between organisational practices and the people affected by them. Through interviews and expert contributions, the magazine covers topics including employee engagement, workplace wellbeing, professional development, inclusion, technology and organisational change.

About Humane HR Awards

The Humane HR Awards programme is hosted by HR for Humans at Work to recognise individuals, initiatives, companies and organisations contributing to more human-centred workplaces. The global awards recognise achievements across human resources and related fields, with consideration given to areas such as employee wellbeing, inclusion, leadership, professional development, workplace safety, innovation and organisational effectiveness. Through its recognition programme, the Humane HR Awards seeks to highlight practices that balance organisational objectives with the dignity, growth and wellbeing of people at work.

For more information and nomination details, visit https://hrforhumansatwork.com/humane-hr-awards/. 

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Organization: HR for Humans at Work

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Esperanza Pretila

Website:

https://hrforhumansatwork.com/

Email:

esperanza.pretila@hrforhumansatwork.com

Address:82 Onkaparinga Valley Road, Woodside, South Australia 5244

City: Woodside

State: South Australia

Country:Australia

The post Humane HR Magazine Issue 2 – October 2026 Edition Now Live as Humane HR Awards 2027 Nominations Open
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Godspower Oshodin of Africa Literature Trust Fund Announces Book Tour in Kigali Accra and Cannes

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Godspower Oshodin, founder of the Africa Literature Trust Fund, has announced public readings and book signings for his book Even the Devil Wears a Pretty Smile in Kigali on 7 November, Accra on 4 December and Cannes on 18 December 2026.

ABUJA, Nigeria, 20 October 2026 – Godspower Oshodin, founder of the Africa Literature Trust Fund (ALTF), today announced a book tour for his book “Even the Devil Wears a Pretty Smile,” with public readings and book signings in Rwanda, Ghana and France in November and December 2026.

Confirmed tour dates

7 November 2026 – Kigali, Rwanda

4 December 2026 – Accra, Ghana

18 December 2026 – Cannes, France

Each event will include a reading from the book, a book signing and time for questions from the audience. Further dates are planned for 2027 and will be announced once they are confirmed.

“Reading aloud in front of an audience is one of the oldest ways of sharing a story,” said Godspower Oshodin. “I am glad to take this book to readers in Africa and Europe, and to do it as part of the work we do at the Africa Literature Trust Fund to bring books and readers together.”

About Godspower Oshodin

Godspower Oshodin is a Nigerian writer and the founder of the Africa Literature Trust Fund. “Even the Devil Wears a Pretty Smile” is published by ALTF.

About the Africa Literature Trust Fund

The Africa Literature Trust Fund is a foundation based in Abuja, Nigeria, founded in 2013. It promotes reading, writing and language across Africa and publishes work by African writers. Writers can submit manuscripts through the organisation’s website at www.africaliteraturetrustfund.org.

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Organization: Africa Literature Trust Fund

Contact Person: Godspower Oshodin

Website: http://www.africaliteraturetrustfund.org

Email:
greatpoet6@gmail.com

Contact Number: +2349094142307

Address: 8, Adebayo Adedeji Crescent, Utako

City: Abuja

State: FCT

Country: Nigeria

Release id: 50036

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Godspower Oshodin of Africa Literature Trust Fund Announces Book Tour in Kigali Accra and Cannes

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