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Building a machine network based on blockchain to create a new IoT era

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Mankind is entering the era of “connection of all things”

Recently, the Ministry of industry and information technology released the key industries and application scenarios of “5G + industrial Internet”, marking that China’s 5G application has shifted from exploration to promotion. 5G has three characteristics: high speed, low delay and wide connection, which will promote the consumer Internet forward to the industrial Internet, and finally build an intelligent world of “everything connected”.

The essence of industrial Internet is to use information technology to closely connect the equipment, production lines, factories, suppliers, products and customers in the industrial manufacturing industry, which is across the equipment, system, and region, so as to improve efficiency and promote the intellectualization of the whole manufacturing service system. The 5G application scenarios released recently, such as collaborative operation and flexible manufacturing, indicating the importance of industrial Internet to achieve broader and deeper social cooperation. It is through this large-scale cooperation that human civilization makes progress continuously.

Large-scale social cooperation could be divided into two patterns: the first is centralized, with hierarchical “command-feedback” chain and mutual principal-agent relationship as the core characteristics. The typical representatives are government, bureaucratic organizations and military units; the second type is decentralized, represented by market mechanism. There is no central planning or unified coordination. The participants of the mechanism, based on cost-benefit calculation, promote the overall interests through automatic division of labor and exchange. On the social level, the efficiency of decentralized market mechanism is higher than that of centralized command mechanism. In the future mass machine equipment connection (mMTC) network, a decentralized and value exchange based large-scale collaboration among machines can be realized by introducing market mechanism. Therefore, the industrial Internet in the digital era is not only the Internet of factory manufacturing, but also a distributed network and governance structure. All enterprises can safely join this network to realize manufacturing services, integrated innovation and value sharing.

Sharing mechanism in large scale machine cooperation

Although large-scale collaboration between machines has great value potentially, it still faces problems such as privacy protection, trust between agents and higher demand of computing power of large-scale collaboration.

Therefore, the solution design of the industry is to adopt the pattern of “machine network + blockchain”. The role of Cloud in traditional industrial Internet, such as using the smart contract based on the blockchain to realize the value measurement, distribution and settlement of large-scale cooperation. Finally, it would make the large-scale cooperation of cross-border and public affairs more credible and efficient.

1) Effective data confirmation

The reason why blockchain has become the key to the future industrial Internet is that it integrates technologies such as cryptography, peer-to-peer network, consensus mechanism, and forms a new way of data recording, transmission, storage and presentation, so as to construct a decentralized pattern, which can effectively confirm the data rights. In the industrial Internet, the integration of blockchain technology can solve the problem of mutual trust and cooperation among multiple players, as well as the problem of industrial enterprises’ control over their own data.

2) Reducing the transaction cost of multilateral platform

With the development of global market and the subdivision of supply chain, the participation cost of complex business activities is no longer “bilateral”, but “multilateral”, and the establishment of trust relationship is more and more expensive. Blockchain technology can build a peer-to-peer and unified platform for business activities. At the same time, it can significantly reduce one of the trust costs in transaction costs to be commercially feasible. Participants in business activities will move from traditional “bilateral platform” to “multilateral platform”. While scale effect is formed, the trust cost will not increase too much.Finally, it will be superimposed into an ecological effect, forming a viable business model.

3) To solve the problem of Isolated Data Island by privacy computing

Although blockchain can play a significant role in solving trust, cooperation and other problems in industrial Internet, it still has some defects in data value mining and privacy protection. Therefore, blockchain also needs to combine with privacy computing. Privacy computing can not only realize data sharing under privacy protection, ensure the authorization of privavy data, but also prevent malicious eavesdroppers or others from accessing the original data or data calculation results. In the industrial Internet, the core data is still kept in the enterprise. Under the premise of meeting the needs of data privacy security, privacy computing enables enterprises to use massive industrial data more efficiently and accurately, solving the problem of Isolated Data Island. Furtherly, it enhance the value of data in the process of sovereign ownership and rights sharing, and realize the two-way empowerment of various enterprises.

PlatON helps intelligent interconnection of Machine Networks

PlatON is a privacy computing network based on cryptography algorithm. As a global leader in blockchain industry, it can effectively solve the problems about Big Data managemen in the industrial Internet by its existing technical advantages, and provide a safer infrastructure based on privacy protection and edge computing capability. Firstly, PlatOn’s powerful encryption algorithm technology can provide trusted device authentication, multi-channel data transmission and data storage services for industrial Internet, and enhance the security of device system; Secondly, PlatOn’s new computing architecture can make full use of the computing resources of adjacent nodes, provide strong computing support for the industrial Internet, and comprehensively improve the timeliness of services. Finally, PlatOn’s privacy protection and multi-party secure computing (MPC) technology can support collaborative analysis of massive data and integration of diverse scenarios

On April 30, 2021, the PlatON privacy AI computing network obtained the community license with 80.6% support rate, and the current pre-deployment network has officially become the main network. PlatON will gradually establish a multi-agent collaboration and computing network for the future, and promote industrial civilization and human society from “interconnection of all things” to “intelligent connection of all things”.

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OSL Lists State-Supervised Gold-Backed Stablecoin USDKG as Platform Expands Asia’s Digital Asset Ecosystem

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HONG KONG – USDKG, the gold-backed stablecoin issued by the Kyrgyz Republic, today announced its official listing on OSL HK, the Hong Kong-licensed digital asset exchange of global stablecoin payment and trading platform OSL Group. The milestone marks a significant step for the state-supervised, asset-backed digital currency as it enters one of the world’s most established licensed virtual asset markets.

Link: https://www.osl.com/hk-en/announcement/new-listing-on-osl-hk-gold-dollar-usdkg

Pegged 1:1 to the U.S. Dollar and fully backed by physical gold reserves, USDKG is now accessible to professional investors through OSL’s institutional-grade infrastructure. The initial trading pair USDKG/USDT is now available to professional investors across OSL HK’s over-the-counter (OTC) platform.

The listing of USDKG aligns with OSL’s commitment to contribute to the development of a secure and compliant digital asset ecosystem in Asia and beyond. It also expands USDKG’s reach into new markets through a regulated platform aligned with institutional standards, supporting its use in cross-border settlement and broader financial applications.

Jason Liu, Global Exchange COO of OSL, said: “OSL is dedicated to providing investors with access to regulated, innovative assets. The listing of USDKG not only enriches OSL’s product offerings for the market, but also strengthens its compliant stablecoin ecosystem, as the introduction of a state-backed, compliant digital asset further underscores OSL’s credibility and leadership within the industry.”

Biibolot Mamytov, CEO of Gold Dollar (USDKG), said: “This listing represents an important milestone for USDKG as we enter one of the most established and highly regulated digital asset markets globally. Hong Kong is widely regarded as the gold standard for digital asset regulation, and working with OSL reflects our focus on transparency, gold-backed reserves, and institutional-grade infrastructure.”

About USDKG

USDKG is issued by OJSC Virtual Asset Issuer, a state-owned entity under Kyrgyzstan’s Ministry of Finance, with an initial issuance of $50 million backed by physical gold reserves audited by Kreston Global. The stablecoin is deployed on Ethereum and TRON, with smart contract audits conducted by ConsenSys Diligence.

The token is already accessible through decentralized exchanges, including Curve and Uniswap, and supported by major wallets such as Ledger Live, MetaMask, Trust Wallet, and TronLink. The stablecoin is fully compliant with FATF KYC/AML standards and is designed to facilitate financial inclusion and efficient cross-border value transfer.

With this listing, Kyrgyzstan continues to position itself as a regional first-mover in regulated, asset-backed digital currencies, bridging traditional finance and blockchain infrastructure while maintaining full sovereign oversight and public accountability.

About OSL Group

OSL Group (HKEX: 863) is a global stablecoin payment and trading platform that strives to provide compliant and efficient digital financial infrastructure services globally, empowering enterprises, financial institutions and individuals to seamlessly exchange, pay, trade, and settle between fiat and digital currencies. Grounded in the core values of Open, Secure, and Licensed, it is committed to building a more efficient ecosystem that connects global markets and enables instant, seamless and compliant value movement worldwide. For media inquiries, please contact: media@osl.com.

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GitHub: https://github.com/USDkg/USDkg

X: https://x.com/USDKG_Official

LinedIn: https://www.linkedin.com/company/usdkg/

Media Contact

Brand: USDKG

Contact: William Campbell

Email: business@usdkg.com

Website: https://www.usdkg.com

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General Compute Launches the First ASIC-Native Neocloud

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General Compute has opened its production inference cluster to developers building agent applications, running SambaNova SN40 and SN50 dataflow silicon that posts the fastest independently benchmarked speeds on the MiniMax M2.7 model family.

San Francisco, California, United States, 22nd May 2026 – General Compute today announced the general availability of General Compute Cloud, the first ASIC-native neocloud purpose-built for the next generation of autonomous AI development tools. Where existing neoclouds rack incumbent GPUs, General Compute has designed its serving stack around its inference-optimized ASICs.

Unlike traditional cloud platforms designed around human operators clicking through dashboards, General Compute Cloud is also the first major cloud to treat AI agents as first-class users. Coding agents can complete the entire onboarding flow themselves, creating an account, claiming the launch credit, and retrieving a working API key, without requiring a developer to step in. The result: a developer can ask their AI agent to “switch its inference to General Compute,” and minutes later be looking at running infrastructure they never had to provision by hand.

Agentic workloads issue dozens or hundreds of model calls per task, which means even small per-token gains compound into dramatic differences in developer experience and unit economics. By optimizing the silicon, runtime, and API surface for inference rather than retrofitting general-purpose accelerators, General Compute aims to push down both first-token latency and sustained token throughput on the open and frontier models developers use most.

Agent-native signup is supported out of the box. When invoked through OpenCode, OpenClaw, or any compatible client, the agent can complete account creation, verify the workspace, claim launch credit, and return a scoped API key back to the developer’s environment — turning what was historically a multi-step onboarding into a single natural-language instruction.

“Our goal is simple: we want General Compute to be the fastest inference provider on the market, and we want to ship the fastest inference API any developer or AI agent can call,” said Jason Goodison, CTO and co-founder of General Compute. “Optimizing the silicon is how we get there. The $200 in launch credit is our way of inviting builders, and their agents, to put us up against anyone else and see the numbers for themselves.”

General Compute Cloud is available immediately to customers globally at generalcompute.com. The launch credit is automatically applied to new accounts created between May 20 and May 27, 2026. OpenCode and OpenClaw users can begin a General Compute session directly from within their agent by asking it to “sign me up for GeneralCompute.com”

About General Compute

General Compute is the first ASIC-native neocloud, building custom inference silicon and the cloud platform that runs on it. The company’s stated goal is to operate the fastest inference provider and the fastest inference API for AI agents and the developers who deploy them. Founded in 2025 and headquartered in San Francisco, General Compute is backed by leading technology investors. Learn more at generalcompute.com.
 

Media Contact

Organization: General Compute Inc

Contact Person: Jason Goodison

Website: https://generalcompute.com

Email:
jason@generalcompute.com

Contact Number: +14257537666

Address:440 North Barranca Avenue

City: Covina

State: California

Country:United States

Release id:45346

The post General Compute Launches the First ASIC-Native Neocloud 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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Post Oak Group Reports Middle Market Emerging as the Strong Segment of 2026 M&A

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Post Oak Group, recently named the Top Middle-Market Investment Bank in Texas, is reporting a meaningful acceleration in transaction activity across the middle market

Houston, Texas, United States, 22nd May 2026 – As broader M&A markets continue to navigate shifting macroeconomic conditions, interest rate normalization, and evolving buyer behavior, the middle market has emerged as the strongest and most active segment of dealmaking in 2026. Post Oak Group, recently named the Top Middle-Market Investment Bank in Texas, is reporting a meaningful acceleration in transaction activity across the middle market, a trend the firm sees as reshaping the broader M&A landscape heading into the second half of the year.

While large-cap M&A has remained selective and mega-deal volume has been uneven, the middle market is demonstrating a level of consistency, resilience, and deal momentum that distinguishes it as the most reliable segment of the 2026 cycle. Founders, family-owned businesses, sponsor-backed companies, and institutional buyers are all returning to the table with renewed conviction, driving a broad-based resurgence in middle-market deal activity.

Post Oak Group, a leading middle-market investment bank headquartered in Houston, Texas, attributes this strength to several converging dynamics:

 

A Narrowing Bid-Ask Spread

After two years of valuation disconnects between buyers and sellers, expectations are aligning. Sellers have adjusted to the current rate environment, and buyers, particularly private equity, family offices, and strategic acquirers, are showing increased willingness to transact at levels that work for both sides. This is one of the most significant unlocks for middle-market deal flow in 2026.

 

Renewed Buyer Appetite Across Multiple Channels

Private equity firms with record levels of dry powder are deploying capital aggressively into the middle market, where competition for high-quality assets remains intense but more rational than during the 2021 peak. At the same time, family offices have emerged as a dominant force, often outcompeting traditional sponsors on founder-led deals where cultural fit, longer hold periods, and operational alignment matter as much as price.

 

Strategic Acquirers Returning to the Table

Corporate buyers are increasingly active in the middle market as they pursue tuck-in acquisitions, sector consolidation, and capability-driven deals. With many large public companies focused on disciplined growth, the middle market has become a primary source of strategic optionality.

 

Sector Breadth Driving Sustained Activity

Unlike prior cycles concentrated in a handful of sectors, 2026 middle-market activity is broad-based, spanning industrial services, healthcare services, energy transition, business services, technology-enabled services, and consumer-driven verticals. This diversification is one of the key reasons the segment is proving more durable than the broader M&A market.

 

A Shift Toward Quality and Certainty

Buyers and sellers alike are placing a premium on certainty to close, disciplined diligence, and well-prepared processes. This favors middle-market transactions, where senior-led advisory, structured execution, and relationship-driven dealmaking continue to outperform.

As the Top Middle-Market Investment Bank in Texas, Post Oak Group has been at the center of this resurgence, advising founders, shareholders, and institutional clients across complex M&A and capital markets transactions throughout 2026. The firm’s partner-led model, institutional-grade execution, and deep sector coverage have positioned it as a trusted advisor in a market environment where preparation, precision, and process integrity are more important than ever.

“The middle market has consistently demonstrated its ability to perform across cycles, and 2026 is proving to be one of its strongest years in recent memory,” said David Chua, Managing Partner of Mergers & Acquisitions at Post Oak Group. “We are seeing renewed confidence from buyers, recalibrated expectations from sellers, and a meaningful expansion in transaction activity across nearly every sector we cover.”

“What makes this cycle different is the breadth of activity,” Chua added. “Founders are coming to market with stronger businesses, sponsors are deploying capital with greater discipline, and strategic acquirers are returning in force. The middle market is where most of the meaningful dealmaking is happening right now, and we expect that momentum to continue through the back half of the year.”

 

About Post Oak Group

The Post Oak Group is a prominent middle-market investment bank headquartered in Houston, Texas. As the Top Middle-Market Investment Bank in Texas, the firm advises founders, shareholders, and institutional investors across M&A advisory and capital markets transactions. With approximately 300 professionals, a leadership team representing more than 250 years of combined investment banking experience, and more than $82 billion in completed transactions across 12 countries, Post Oak Group combines institutional-quality execution with senior-led, partner-driven engagement across industrial services, healthcare, energy, business services, technology-enabled services, and consumer sectors.

Media Contact

Organization: Post Oak Group

Contact Person: Alexander Treistman

Website: https://www.postoakgroup.co/

Email:
info@postoakgroup.co

City: Houston

State: Texas

Country:United States

Release id:45345

The post Post Oak Group Reports Middle Market Emerging as the Strong Segment of 2026 M&A 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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