Building XR Infrastructure Through DePIN
XR glasses and virtual idol concerts are converging, but when a head turn outpaces the display, immersion collapses. The infrastructure between XR content and devices remains a gap. Mawari is filling it. Virtual IP industries leveraging XR have grown significantly. But even as AR/XR devices advance, the infrastructure connecting content to devices remains underdeveloped. Over 8 years, Mawari built a system that streams 3D content at the object level, splits rendering between device and server, and executes on the nearest GPU node. Node sales succeeded even without a token, proving that the infrastructure holds value on its own. Rather than…
Render Network director says DePIN could ease AI bottlenecks
As AI becomes more powerful, the infrastructure needed to run it will reach its limits, and these limits may open the door to decentralized physical infrastructure networks (He depends), He said Trevor Harris JonesDirector at Render Network. Talk to The Street Round table Hosts Jackson HinkleDecentralized GPU networks are not intended to replace traditional data centers, but rather to complement them by solving some of AI’s most pressing scaling challenges, Harris-Jones said. Harris-Jones says DePIN is not intended to replace centralized infrastructure In simple words, DePIN allows people around the world to share real-world network infrastructure in exchange for rewards,…
DePIN Tokens Show Notable Growth in Weekly Trading Volume, $TAO Leads
The DePIN market has seen significant expansion over the past week. In this regard, $tau, $ and mtxand $RENDER They dominated the weekly rankings in terms of trading volume. According to data from Phoenix Group, other notable names in the top 10 list include $phil, $ deny, $ath, $AKT$PHA, $AR, and $PHA $SKR. Their rising gains indicate growing investor interest in DePIN’s cutting-edge projects. Top #DEPIN tokens in terms of weekly trading volume$tau $ and mtx $RENDER $phil $ deny $ath $AKT $PHA $AR $SKR $STORJ $THETA $IO $XYO $ZBCN pic.twitter.com/YavvNjSBCG – Phoenix – Cryptocurrency News and Analysis (@pnxgrp) March…
Solana (SOL) Helium DePIN Network Reaches 450K Subscribers,
Decentralized Hedge Fund Torox (TAUX). Helium’s decentralized physical infrastructure network at Solana has surpassed 450,000 mobile subscribers, making it one of the few blockchain projects with true consumer adoption. The network provides wireless coverage through user-managed hotspots, and its migration to Solana in 2023 has reduced transaction costs to a fraction of a cent per data session. T-Mobile’s roaming partnership gives Helium subscribers access to nationwide coverage, and the number of subscribers has steadily increased each quarter. SOL benefits from verification that real companies choose its infrastructure, but the token itself does not receive revenue from Helium subscriber fees. These…
Top 6 DePIN Projects Transforming Physical Infrastructure in 2026
DePIN is moving from narrative infrastructure to measurable infrastructure: nodes are expanding, but 2026 will reward demand, revenue and reliability. Industry research identifies DePIN as a category that could reach $3.5 trillion by 2028, and there are already more than 13 million devices contributing daily via DePIN networks. At the same time, you will see write-ups claiming massive growth in sector revenues and number of projects. The bigger point is that DePIN is no longer just a story. These networks already operate globally, and their services are increasingly tied to real-world constraints, from distributed power balancing and connectivity scaling to…
DePIN and AI Lead the Charge – Analyzing the Top Weekly Crypto Gainers
The cryptocurrency market is an indicator of new technological trends, and weekly cryptocurrency market data compiled by CoinMarketCap shows that investor sentiment has changed a lot recently. The market remains directionless overall, however an exclusive group of projects have emerged, particularly in DePIN and AI, generating impressive double-digit returns. Audiera is arguably the most prominent name in this space, with Render and Akash Network being part of that list. These projects demonstrate the growing momentum of the “benefit first” approach. The rise of Audiera and the integration of Web3 lifestyle Audiera (BEAT) showed the biggest advantage in the winning companies…
CognifyAI Joins Forces With ATT To Advance AI Capabilities Through DePIN
Advertising Time Trace (ATT), the Web3 platform that runs a digital advertising ecosystem in a decentralized landscape, today announced a strategic partnership with CognifyAI, an intelligence platform that turns data into insights for decision-making. This collaboration brings the strengths of ATT’s DePIN infrastructure and Cognify’s AI technology together to transform the way AI capabilities and computational resources are accessed and, as a result, drive new efficiencies in AI and machine learning development. Cognify is an AI-powered platform that combines geospatial intelligence, predictive analytics, and blockchain technology to improve intelligent decision-making that enhances economic activities and workforce efficiency. Since its launch…
Why DePIN And AI Are Becoming The Backbone Of Digital And Physical Systems
Now decentralized physical infrastructure networks (DePIN) and artificial intelligence are rapidly moving from theoretical calculations to reality as the infrastructure for powering communication, storage, and machine-based economies. According to industry giants Helium, Filecoin, iotix, Silcoin, and Akindo, these systems are already facilitating real-world deployments, which is possible thanks to token incentives, enterprise adoption, and increased demand for verifiable data and decentralized connectivity. In contrast to early blockchain projects, DePIN networks currently provide basic services such as wireless coverage, decentralized storage, and IoT authentication. These systems allow people and companies to donate physical infrastructure and obtain tokens, forming scalable/distributed alternatives to…
Tianrong Internet launches DEPINfer GPU sharing beta
Tianrong Internet Products and Services (OTC: TIPS) Beta launched from Deepenver On March 17, 2026, a cloud-based GPU compute sharing market powered by native Solana utility token $ debin (Available on Redium). The io.net demo integrates production-ready DePIN calculation, and enables GPU provider setup, whitelisting/referral actions, and payment for inference using $DEPIN. Includes initial 30-day goals 1000 registrations, Over 200 GPU providersand 10000+ GPU hours; The market launch is planned in approximately 4 weeks with higher targets. download… Loading translation… positive Beta launch From DEPINfer on March 17, 2026 $…
Solana (SOL) DePIN Revenue Jumps 600% or Taurox (TAUX): Why Smart
Solana DePIN protocols achieved their highest monthly revenue ever this year with Helium and XNET achieving 600% year-over-year growth. Helium Mobile has surpassed 120,000 active subscribers. Collectively, these networks offloaded 33,000 terabytes of data in January alone, a 22% increase from the previous month. But Helium’s subscriber growth slowed 31% QoQ, and SOL remained flat year-over-year. DePIN revenue is growing and token holders are seeing none of it. The revenue flows to the protocol’s vaults and contract operators, not to anyone holding SOL on an exchange or in a wallet. Using standard infrastructure has not resulted in standard token prices.…