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“Data Island” Problem Can Be Solved by Combining Privacy Computing AI and Blockchain Technology

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Platon Now Offers Breakthrough Solutions to Break the “Data Island” and Release the Value Potential

During the COVID-19 pandemic, medical networking services developed rapidly, and big data played a key role in the development. In the medical industry, new medical models and cutting-edge research also require a large number of patient data to verify. However, due to the lack of effective privacy protection, data cannot be shared, resulting in the “data island” phenomenon, which has become a big problem to be solved. At the same time, the widespread use of medical big data also triggered the issue of privacy leaks and data abuse, and raised social concerns about data security and privacy protection.

These problems exist not only in the medical industry, but also in other industries. Citing the protection of trade secrets and refusing to trade their own data, government departments are also reluctant to share data because of security, interests, technology, and other concerns. This exacerbates the “data Island” problem, which restricts the maximization of data value.

In the current data market, users produce new online data every day, but they do not own the data. Data is held in the hands of each independent collector, resulting in the compartmentalization of data ownership, which is referred to as “data Island.” The lack of data privacy protection and sharing mechanism is the main obstacle for data authentication.

Blockchain provides an opportunity for data validation. Blockchain is a distributed ledger technology designed to realize transaction accounting through the joint participation of multi-nodes, and each node account is complete and cannot be tampered with. This helps in integrating users into the three-party governing account for insusceptible and uninterrupted data production, data monopoly and data use.

Through node authorization, the final data income is shared among the parties in proportion to realizing the sharing of data ownership. Although transaction information is shared in this process, account information is highly encrypted. Therefore, zero-knowledge proof is an effective strategy to protect the privacy of accounts. Zero-knowledge proof is to make the verifier believe that he has certain knowledge or ability without providing any useful information to the verifier, for example, to realize the asset transfer without disclosing user identity.

Blockchain technology can be widely used in equipment authentication, communication encryption and other areas to provide a strong support for breaking the “data island” and promoting data transactions.

Privacy computing brings solutions

The realization of data sharing transaction and potential value release happens on the value chain of “property right confirmation – privacy protection – co-computing – value sharing.” The scheme, which is widely accepted by finance and blockchain industry, is based on the solution combining privacy computing and AI, which is a new way to solve security problems such as key management, by integrating multiple cryptography algorithms with frontier blockchain technology. Public chain PlatOn is the pioneer that set a precedence of multi-party secure computing (MPC) and other cryptographic algorithms into the key management system (KMS), which realizes the management of massive scale digital assets through cryptography, thereby effectively resolving the contradiction between data privacy protection, right ownership and data sharing, and improving the value and efficiency of data. The technology can be used in future scenarios such as digital wallets and inter-agency transactions.

PlatON has focused on the combination of privacy computing and big data AI. The open-sourced, community-based, blockchain ecosystem recently launched Tensorflow, the world’s first privacy AI framework that supports mainstream in-depth learning. PlatON’s series of innovative practices have provided an observable way to solve the problem of “data island” and data asset transaction.

Thanks to its rich industry experience, PlatON can fix the impasse and step forward. It is reported that PlatON’s core founding team has more than 15 years of experience in finance and communications, and strong software implementation capability too. These are exactly what the foundation for PlatON is built on to continuously and effectively promote R&D investment and business practice. At present, PlatON is focusing on R&D and solving the problem of data sharing step by step in the engineering and business world. Currently, PlatON’s leading network, Alaya, is focused on the financial sector, where data is highly standardized and financial institutions have a strong desire to address data privacy concerns.

PlatON’s Future Vision: Building a Data Transaction Infrastructure

PlatON has become a global leader in the field of privacy-protected computing. With the accumulation of finance and AI, PlatON has reached strategic cooperation with HashQuark, Keystore, HashKey Hub and other well-known platforms in the industry to jointly promote the implementation and application of cutting-edge technologies, such as KeyShard, so as to realize the new digital assets custody service in the world and better protect the security of digital assets.

PlatON’s vision is to build a peer-to-peer computing network that integrates verifiable computing, privacy computing, scalable computing, and dedicated computing hardware to provide open-source public infrastructure software development, consulting, and operational services to developers, data providers, as well as various communities, organizations, and individuals with computing needs around the world, and ultimately to support mass data asset transactions.

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Press Release

All Thingz Electric Expands EV Charger Installation Services Across South Orange County to Meet Growing Demand

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Aliso Viejo, California, United States, 25th Jul 2026 – All Thingz Electric, a licensed electrical contractor serving residential and commercial clients throughout Orange County, today announced the expansion of its electric vehicle (EV) charger installation services to meet surging demand across South Orange County communities. As EV adoption accelerates throughout the region, All Thingz Electric is positioning itself as the go-to resource for homeowners navigating the transition to home charging.

Orange County’s EV Surge

California leads the nation in EV adoption, and Orange County communities, particularly Aliso ViejoMission ViejoIrvine, and Laguna Niguel, have seen significant growth in electric vehicle registrations over the past two years. With that growth comes increased demand for Level 2 home charging solutions, which can charge most EVs overnight and are far more efficient than standard 120V outlets.

“We’re getting more calls about EV chargers than almost anything else right now,” said Anthony Feeney, founder and certified journeyman electrician at All Thingz Electric. “A lot of homeowners buy an EV and assume the outlet in the garage will work fine, and it does, slowly. But once they understand what a dedicated Level 2 charger can do, they want it installed right away. It changes how convenient owning an EV actually is.”

What the Installation Involves

A Level 2 EV charger installation typically involves running a dedicated 240V circuit from the electrical panel to the garage or charging location. In some cases, particularly in older homes, a panel upgrade may be required first to accommodate the added load. All Thingz Electric’s technicians evaluate each home’s existing infrastructure before beginning any work, ensuring the right solution is specified the first time. An electrical inspection and code compliance check is included to ensure the installation meets all local requirements.

All Thingz Electric installs chargers from all major brands and can coordinate directly with utility companies on applicable rebate programs.

A Full-Service Electrical Partner

Beyond EV charging, All Thingz Electric offers a comprehensive range of residential electrical services including whole-house surge protectionoutdoor and landscape lighting installationbackup generator installation, and 24/7 emergency electrical services. Free quotes are available for all services, and all work is backed by a 100% satisfaction guarantee.

“Orange County homeowners expect quality, and we deliver that on every job,” Feeney said. “Whether someone needs a charger installed or their whole panel replaced, we treat every project like it’s our own home.”

About All Thingz Electric

All Thingz Electric is a licensed electrical contractor founded by Anthony Feeney, a certified journeyman electrician, serving residential and commercial clients throughout Orange County. The company is based in Aliso Viejo and serves Laguna Niguel, Mission Viejo, Irvine, Lake Forest, Dana Point, Laguna Beach, and surrounding communities. Services include EV charger installationelectrical panel upgradeswhole-house surge protectionlighting servicesrewiring, and emergency electrical response. Free quotes are available; 100% satisfaction guaranteed.

Media Contact: All Thingz Electric Team
Phone: 949 426-7977
Website: https://allthingzelectric.com
Email: contact@allthingzelectric.com
Address: 26791 Aliso Creek Rd. #1015, Aliso Viejo, CA 92656

Media Contact

Organization: All Thingz Electric

Contact Person: Anthony Feeney

Website: https://allthingzelectric.com/

Email: Send Email

Contact Number: +19497103564

Address:26791 Aliso Creek Rd #1015

City: Aliso Viejo

State: California

Country:United States

Release id:47587

The post All Thingz Electric Expands EV Charger Installation Services Across South Orange County to Meet Growing Demand 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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Press Release

RELVE Q2 Report Reveals AI Hype Gap After Analyzing 1.59M Data Points and 23,000 Tools

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182 AI developments shipped last quarter. Only 29 required a decision from a SaaS operator. RELVE’s Q2 report “The State of AI for SaaS Companies” analyzed 1.59 million data points across 9 categories and 69 attributes to highlight the hype and the gap.

United States, 25th Jul 2026 – Eighty-four percent of the AI news that reached SaaS founders last quarter changed nothing about how they build, staff, budget, or buy. That’s the central finding of The State of AI for SaaS Companies, RELVE’s Q2 2026 report released 23-July-2026, built on 23,000+ tools reviewed and 1.59 million data points assessed.

Every item was sorted into three labels: 72 Noise, 81 Watch, and 29 Signals. A Signal is a named, verifiable change worth acting on now. Watch items are patterns still forming, with a clear trigger that could turn them urgent. Noise is real news with no consequence for how a company operates.

Coverage did not track with consequence. The three most-covered companies of the quarter took 28.9% of all coverage yet produced zero Signals. Meanwhile, more than a third of the quarter’s Signals had no single company behind them at all. The report found the loudest stories were rarely the ones that mattered most, and that attention and consequence often pointed in opposite directions.

RELVE Q2 Report

The 29 Signals grouped into three shifts. The model layer stopped being the moat as frontier-grade output got cheap and interchangeable. Agents began arriving inside company systems before the governance did, often switched on by default in tools teams already run.

And meeting and notetaker tools started turning into the system of record where a company’s decisions, context, and institutional memory live.

Each shift carries a cost if ignored. On AI governance, RELVE cites IBM research showing that high shadow AI use added $670,000 to the average data breach, and that most organizations breached through AI lacked proper access controls.

On skills, the wage premium for AI-fluent roles reached 62% in 2026, more than double what it was two years earlier. On the model layer, cheaper inference reset the build-versus-buy math for nearly every AI-using company.

The report also reads the macro picture on enterprise AI adoption from the major research firms. Adoption is close to universal at 88%, yet only a small share of organizations capture most of the value.

RELVE draws a distinction here: the big firms survey thousands of executives to measure intent, while RELVE tracks what actually shipped and rules on which developments change what an operator does. Its conclusion is that the bottleneck is now workflow, governance, and people, not the technology itself.

The tool review is the foundation under the report. RELVE assessed those tools across 9 categories on 69 attributes, then shortlisted 1,881 across six categories. Nearly 90% of that shortlist was built as AI from the start, with the rest being established tools that added AI later. Marketing and creative made up the two largest categories.

Funding followed a similar pattern of concentration. Among the shortlisted tools, 695 have recorded funding totalling $93.56 billion, with the top ten accounting for about 58% of the total and a single company representing roughly a third of everything tracked. Engineering and operations pulled the most capital by category, while marketing tools, despite being the largest group by count, raised the least.

Events told the same story as the news. RELVE assessed 26 industry conferences during the quarter and found only two produced a Signal. Several more carried announcements worth a founder’s attention without crossing the bar, and many were covered elsewhere purely as spectacle. 

The report sorts every event by consequence instead of size, and closes the section with the Q3 dates worth holding.

The report ends with a set of concrete moves for operators, split into what to act on this quarter and what to plan for next.

The near-term list covers checking exposure to shifting engineering-tool pricing, running an inventory of enterprise AI agents that can take autonomous action, and setting a permission and data-access rule for each. RELVE frames this as an AI agent governance problem most teams have not solved yet.

The forward list points to building around cheap and interchangeable models rather than scarce ones, and reassessing vendor lock-in as meeting tools consolidate into a system of record.

The full report, including the function-by-function breakdown for marketing, engineering, operations, HR, and creative, is available on the RELVE site.

About RELVE

RELVE is an AI intelligence platform for AI trends and tools, built for SaaS founders and their core teams across marketing, HR, operations, engineering, and creative. It filters signal from noise: verified news sorted by what matters, tools ranked by data rather than who paid for the listing, and Signals that brief every function, not just the person at the top. Learn more at relvehq.com.

Users can follow RELVE on:

LinkedIn: https://www.linkedin.com/company/relve

X: https://x.com/Relve_official

Media Contact

Organization: RELVE

Contact Person: RELVE

Website: https://relvehq.com/

Email: Send Email

Country:United States

Release id:47458

The post RELVE Q2 Report Reveals AI Hype Gap After Analyzing 1.59M Data Points and 23,000 Tools 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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Press Release

Pink Panthers Painting Brings Neighborhood-Specific Painting Expertise to Ten Dunwoody Communities

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Dunwoody painting contractor tailors interior and exterior recommendations to the distinct home styles found in each neighborhood — from 1970s ranch homes in Brook Run to upscale residences in Georgetown and Crown Pointe.

Atlanta, GA, United States, 25th Jul 2026 Pink Panthers Painting, a licensed and insured residential and commercial painting contractor based in Dunwoody, Georgia, has announced the expansion of its services to include neighborhood-specific painting consultations across ten Dunwoody communities. The company now offers homeowners in Dunwoody Village, Crown Pointe, Georgetown, Perimeter Center, Kingsley, Brook Run, Northwoods, Tilly Mill, Vermack, and Winters Chapel tailored painting recommendations based on the specific construction, materials, and character of homes in each area. With a 5.0-star Google rating and years of hands-on experience serving Metro Atlanta, Pink Panthers Painting is the trusted choice for homeowners across DeKalb County looking for painters who know their neighborhood — not just their zip code.

Bringing Local Painting Knowledge to Every Dunwoody Neighborhood

Dunwoody is not a one-size-fits-all market. The city’s neighborhoods span multiple decades of residential construction, from the established ranch-style homes of Brook Run and Northwoods built in the 1970s and 1980s to newer builds near Perimeter Center and the upscale custom residences in Georgetown and Crown Pointe. Each of these communities comes with its own mix of exterior siding materials, sun exposures, and maintenance histories — all of which directly affect the prep work, primer selection, and paint products required for a long-lasting result.

Painters in Dunwoody GA Miguel Garcia and the Pink Panthers Painting team built the company’s reputation by showing up prepared and staying until the job is done right. The neighborhood-specific consultation approach formalizes what the team has always done — arrive knowing what the home needs before the first estimate is given.

“A home in Brook Run built in 1978 and a home in Crown Pointe built in 2005 are two completely different painting jobs. The wood, the siding, the sun exposure — it all changes what we recommend. We wanted homeowners in every part of Dunwoody to be able to talk to us and feel like we already understand their home before we ever pull into the driveway.”

— Miguel Garcia, Owner, Pink Panthers Painting

 

Painting Services Offered Across Dunwoody, GA

Interior Painting

Full interior painting for living rooms, bedrooms, hallways, ceilings, and accent walls. Every project begins with thorough prep — patching holes, sanding surfaces, and priming — so the final coat goes on clean and lasts.

Exterior Painting

Exterior painting built around proper surface preparation — pressure washing, scraping, caulking, and priming before any paint is applied. For older Dunwoody homes with wood siding, that prep work is what separates a two-year paint job from one that lasts a decade.

Cabinet Painting

Kitchen and bathroom cabinet painting using bonding primers and durable topcoats. A cost-effective alternative to full cabinet replacement that delivers a high-end finish at a fraction of the price.

Deck Staining

Deck cleaning, prep, and staining to protect outdoor wood from Georgia’s heat, humidity, and seasonal rain. Stain recommendations are tailored to the wood type and the sun exposure the deck receives.

Drywall Repair

Patch and repair for holes, cracks, water stains, and damaged drywall before painting begins. Surfaces are properly mudded, sanded, and primed so repairs are invisible in the final finish.

Popcorn Ceiling Removal

Safe removal of outdated acoustic ceiling texture, followed by a smooth skim coat and paint. One of the most impactful upgrades available in older Dunwoody homes built before the 1990s.

What Makes Dunwoody Homes Different

The ten communities now covered under Pink Panthers Painting’s neighborhood-specific approach each carry distinct characteristics. Painting company in Dunwoody GA homeowners can now access consultations that account for those differences:

Dunwoody Village: established neighborhood with mature trees and older wood-sided homes

Crown Pointe: newer construction with stucco and fiber cement exteriors

Georgetown: upscale residences with custom architectural details requiring careful prep

Perimeter Center: mixed residential and commercial properties near the Perimeter area

Kingsley: traditional suburban homes with brick and wood exteriors

Brook Run: 1970s and 1980s ranch-style homes, often with original wood siding

Northwoods: established homes with heavy tree coverage and shade considerations for exterior work

Tilly Mill: transitional neighborhood with a mix of home ages and styles

Vermack: quiet residential area with well-maintained older homes

Winters Chapel: community near the DeKalb and Gwinnett border with varied construction types

 

The company has also published a homeowner resource covering kitchen painting tips for Dunwoody GA homeowners, including cabinet color selection, prep considerations for older cabinetry, and how to protect countertops and appliances during an interior project.

Why Choose Pink Panthers Painting?

Licensed and Insured: Fully licensed and insured in Georgia, giving homeowners peace of mind on every project.

5.0-Star Google Rating: 18 verified five-star reviews from homeowners across Dunwoody and Metro Atlanta.

Free Estimates: No-obligation quotes with fast turnaround for homeowners ready to plan their project.

Thorough Prep Work: Every project starts with complete surface preparation — washing, patching, and priming — before paint is applied.

Clean Jobsites: Furniture covered, floors protected, and the workspace left clean at the end of every workday.

Consistent Communication: Homeowners know exactly what is happening at each stage, from the first estimate to the final walkthrough.

What Dunwoody Homeowners Are Saying

“Miguel and his team from Pink Panthers Painting are amazing! They took care of all my exterior repairs and painting in Dunwoody. The work was done professionally, on schedule, and with incredible attention to detail. My neighbors keep asking who did my house — it’s that good! Definitely the best licensed exterior painters in Dunwoody.”

— Joshee M., Dunwoody, GA

“Pink Panthers Painting completed all exterior and interior painting on our house. Miguel was a pleasure to work with. He is very professional, reliable and does a great job! He showed up when he said he would and made sure everything was to our satisfaction. Absolutely will recommend and hire him again.”

— Emiliya A., Dunwoody, GA

“This company was recommended to me by a friend. They took the time to cover furniture, trim, cabinets, countertops, appliances, and tape and cover the floors. They repaired walls — all on the very first day. The daily cleanup stood out. I would use them again.”

— Ronald S.

“Professional, skilled, knowledgeable, prompt, reasonably priced, and aims to please! Painted the ceiling on the main level and it now looks beautiful. Very thankful for a job well done. Would definitely use again.”

— Charlotte B.

Service Areas

Neighborhoods: Dunwoody Village, Crown Pointe, Georgetown, Perimeter Center, Kingsley, Brook Run, Northwoods, Tilly Mill, Vermack, Winters Chapel, Embry Hills, and surrounding Dunwoody and Doraville communities.

Cities: Dunwoody, Sandy Springs, Brookhaven, Chamblee, Doraville, Tucker, Decatur, Atlanta, Norcross, and surrounding Metro Atlanta communities.

Counties: DeKalb, Fulton, Gwinnett, Cobb, and Clayton.

Schedule a Free Estimate Today

Homeowners in Dunwoody Village and surrounding neighborhoods can schedule a free, no-obligation estimate with the Pink Panthers Painting team by visiting their website online or going through their social media.

About Pink Panthers Painting

Pink Panthers Painting is a licensed and insured residential and commercial painting contractor based in Dunwoody, Georgia, serving Metro Atlanta across DeKalb, Fulton, Gwinnett, Cobb, and Clayton counties. The company specializes in interior painting, exterior painting, cabinet painting, deck staining, drywall repair, and popcorn ceiling removal for homeowners and business owners throughout the greater Atlanta area. Pink Panthers Painting holds a 5.0-star Google rating and is known for clean work, honest pricing, and consistent communication from estimate to final walkthrough. To schedule a free estimate, visit pinkpantherspainting.com or call (470) 557-5617.

Media Contact

Organization: Pink Panthers Painting

Contact Person: Miguel Garcia

Website: https://pinkpantherspainting.com/

Email: Send Email

Contact Number: +14705575617

Address:6750 Peachtree Industrial Blvd

City: Atlanta

State: GA

Country:United States

Release id:47586

The post Pink Panthers Painting Brings Neighborhood-Specific Painting Expertise to Ten Dunwoody Communities 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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