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Rise vGPU + ModelHub Power China’s AI into the Heterogeneous Orchestration Era

HONG KONG SAR – Media OutReach Newswire – 15 June 2026 – Frost & Sullivan, a globally renowned growth consulting firm, has released its “2026 AI Infrastructure Orchestration Platform White Paper”. The report recognizes Phancy Group’s Rise vGPU as a Tier 1 Leading Platform, the highest maturity tier in heterogeneous GPU orchestration. Phancy’s ModelHub also achieved the highest Overall Score in the enterprise-grade model management platform evaluation. This marks a significant endorsement of Phancy’s technological capability in heterogeneous AI infrastructure.

According to the white paper, as large model applications scale rapidly, China’s AI industry is facing structural challenges stemming from multi-chip coexistence. These include hardware heterogeneity, fragmented software stacks, persistently low GPU utilization (generally below 30%), and rising model adaptation complexity — all of which have become major bottlenecks for enterprise-scale AI deployment.

The report highlights a fundamental shift in AI infrastructure competitiveness – moving away from “single-chip performance” toward “cluster-scale system coordination.” At this critical juncture, Phancy has positioned itself as a leader in advanced orchestration through its full-stack AI infrastructure platform, offering a proven solution to heterogeneous compute challenges and helping drive China’s AI industry from “compute accumulation” into a new era of “compute orchestration.”

Phancy Rise vGPU: Tier 1 Leading Platform

In its assessment of mainstream AI infrastructure platforms, Frost & Sullivan defined Tier 1 criteria across three core dimensions: heterogeneous support, fine-grained control, and production-grade execution. Phancy Rise vGPU meets all three standards and has been recognized as a Tier 1 Leading Platform.

Rise vGPU transforms AI infrastructure from fragmented, low-efficiency device-level management to a unified software-defined control plane. Its key technology breakthroughs include:

• Comprehensive Heterogeneous Management: Unified onboarding and management across more than 10 mainstream GPU/NPU vendors, including NVIDIA, Ascend, Cambricon, Hygon, and others.
• Ultra-Fine Resource Partitioning: Industry-leading sub-GPU level compute and MB-level memory granularity slicing.
• Significant Utilization Improvement: Through safe oversubscription and time/space multiplexing, GPU utilization is increased from industry averages below 30% to 70%-90%.
• Intelligent Precision Scheduling: Multi-dimensional scheduling algorithms based on priority, topology, load, and resource awareness to achieve optimal compute allocation.
• Production-Grade SLA Assurance: The Deterministic Execution Layer delivers committed and auditable SLA guarantees for critical inference workloads.
• Full Lifecycle Operability: Comprehensive monitoring, metering, and cost allocation capabilities that turn GPU resources into truly operable digital assets.

Model Hub: Highest Overall Score in Model Management Platform Evaluation

Beyond compute orchestration, the report underscores the strategic importance of enterprise-grade model management platforms. As a powerful complement to Rise vGPU, Phancy ModelHub enables enterprises to build a complete full-stack AI infrastructure — from compute to models and from resource scheduling to business delivery.

The white paper notes that Phancy ModelHub delivers leading performance in key areas such as Model & Chip Compatibility, Execution Stability & Performance, and Model-GPU Coordination & Scheduling, achieving the highest Overall Score. Through its unified model management and execution platform, ModelHub creates a seamless closed-loop process covering model onboarding, deployment optimization, inference services, and version governance — significantly lowering the barrier to model deployment and accelerating AI innovation.

Dr. Dai Wenyuan, Founder & CEO of Phancy, said: “The Frost & Sullivan white paper accurately captures the inflection point in AI infrastructure development. The recognition of Rise vGPU as a Tier 1 Leading Platform and ModelHub’s top Overall Score provide important authoritative validation of Phancy’s technology strategy and product strength. As a full-stack AI cloud service platform, Phancy believes the next wave of competitiveness in the AI industry will come from systematic improvements in compute orchestration efficiency. We will continue to focus on heterogeneous compute unified scheduling and model ecosystem operations, working closely with customers and industry partners to advance China’s AI industry from ‘compute accumulation’ to a true ‘compute orchestration’ era.”

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About Phancy Group

Phancy Group (6682.HK) is a leading full-stack AI cloud services platform, providing comprehensive solutions for the AI 2.0 era. Our offerings include Rise vGPU, ModelHub and SageAIOS, delivering efficient and scalable AI infrastructure with end-to-end capabilities. We provide a complete solution from heterogeneous compute resource management and optimization to the deployment of intelligent agent models. These solutions empower digital transformation across a wide range of industries, supporting our vision of building a large-scale and efficient “Token Factory.”

Guided by the mission of “AI for Everyone” and positioned as the “Navigator of AI,” Phancy Group is committed to becoming a global leader in Artificial General Intelligence.

By Dr. Nilanjan Banik The Indian economy, to quote from Charles Dickens’ novel, looks like A Tale of Two Cities. Recent estimates suggest India’s real GDP expanded by 7.8%, with strong growth noted across sectors: services (9.3%), manufacturing (10.7%), and construction (7.4%). Consumption expenditure, which is the largest component of GDP explaining 58% of GDP, […]

The article Big Indian Corporates Are Not Investing Despite Series Of Govt Incentives appeared first on Latest India news, analysis and reports on Newspack by India Press Agency).

The agreements involve SK Telecom, SK Hynix, Naver, Doosan Group, LG Group, Hyundai Motor Group and continued discussions with Samsung Electronics, linking Nvidia’s graphics processors, AI factory architecture and robotics platforms with South Korea’s strengths in memory chips, telecoms, manufacturing, cloud services and industrial automation.

The deals were unveiled during Nvidia chief executive Jensen Huang’s Seoul visit, which has underlined how South Korea is moving from being a supplier of critical memory chips to a broader AI infrastructure hub. The push comes as governments and large companies seek sovereign computing capacity, tighter control over data, and dedicated facilities capable of training and running advanced AI models.

SK Telecom plans to build a gigawatt-scale AI cloud in South Korea using Nvidia’s DSX platform, with the first AI factory expected to come online in 2027. The infrastructure is designed to support enterprise AI, robotics, industrial automation and agentic AI services, using SK Telecom’s network, data centre and corporate technology base.

Naver, one of South Korea’s leading internet and cloud companies, is expanding its sovereign AI infrastructure with Nvidia, starting with 55 megawatts of capacity and a plan to move towards gigawatt scale. The collaboration is aimed at serving businesses, public-sector users and industries seeking locally controlled AI platforms.

SK Hynix, already a key supplier of high-bandwidth memory for Nvidia’s AI accelerators, has entered a multi-year technology partnership to develop next-generation memory for global AI data centres. The agreement strengthens the role of high-bandwidth memory as one of the most important bottlenecks in the AI hardware supply chain, with demand rising sharply as large models require faster data movement between processors and memory.

Samsung Electronics remains part of the wider conversation around next-generation foundry and memory cooperation. Its semiconductor leadership held talks with Nvidia on advanced chip manufacturing and future high-bandwidth memory, including technologies beyond the current HBM4 generation. Samsung is also involved in manufacturing AI accelerator chips for other customers, keeping it central to Nvidia’s broader supply chain calculations even as SK Hynix maintains a strong position in premium memory.

Doosan Group’s cooperation with Nvidia extends the agreements beyond data centres into physical AI. Doosan Robotics is working with Nvidia’s simulation, robotics and on-device AI platforms to develop an agentic robot operating system, while Doosan Enerbility is expected to support power infrastructure for AI factories. Doosan Corporation’s electronics materials unit is also positioned to support next-generation data centre hardware through advanced materials used in AI accelerators.

LG Group is working with Nvidia on an AI factory focused on physical AI, mobility and data centre technologies. The partnership is expected to support LG’s work in robotics, autonomous driving, smart manufacturing and GPU cloud services, giving the conglomerate a platform for applying AI across consumer electronics, industrial systems and vehicle technologies.

Hyundai Motor Group’s cooperation with Nvidia is centred on mobility, manufacturing and robotics, including support for Hyundai’s AI Valley project in Saemangeum. The group’s ownership of Boston Dynamics gives it a strong position in humanoid and industrial robotics, while Nvidia’s platforms can support simulation, model training and factory deployment.

South Korea’s national AI strategy gives the corporate agreements wider significance. The country had already announced plans to secure more than 260,000 Nvidia GPUs, with more than 50,000 intended for public AI infrastructure and the rest allocated to major companies including Samsung, SK Group, Hyundai Motor Group and Naver. The latest agreements suggest that those commitments are moving into more defined industrial projects.

The expansion also reflects a shift in Nvidia’s business model. The company is no longer selling chips only as components; it is promoting full-stack AI factories that combine processors, networking, software, reference architecture and operations. That approach gives Nvidia deeper influence over how data centres are designed and operated, while offering partners faster deployment at a time when AI capacity remains constrained.

South Korea’s Science and ICT Ministry is also seeking priority access to Nvidia’s Vera Rubin GPUs, amid expectations that next-generation chip supply could face delays. The effort shows how advanced AI processors have become strategic assets for countries competing in model development, cloud infrastructure and industrial automation.

The agreements carry risks as well as opportunity. AI factories require vast power supplies, expensive cooling systems and long-term commitments from corporate customers. Heavy dependence on one US chip supplier may also raise questions over supply security and bargaining power, even for a country with world-class semiconductor companies.

For Nvidia, the South Korean partnerships strengthen memory access, broaden its AI factory customer base and create new demand in robotics, cloud services and industrial AI. For South Korean companies, the deals offer a faster route into high-value AI infrastructure at a time when global competition is shifting from model development to the computing systems needed to run them at scale.

SINGAPORE – Media OutReach Newswire – 8 June 2026 – Disney magic blooms anew at Singapore’s premier horticultural destination Gardens by the Bay as the second edition of Disney Garden of Wonder, opens today. Featuring 23 vibrant topiaries inspired by beloved Disney and Pixar characters, the enchanting showcase transforms Floral Fantasy into a world of floral artistry and imagination through 14 March 2027.

Organised in collaboration with Disney and supported by the Singapore Tourism Board, Disney Garden of Wonder is inspired by Disney and Pixar stories that have charmed generations of fans around the world, inviting people of all ages to re-discover their favourite stories of courage, kindness, friendship and love through the beauty of plants. Following the success of its debut at Gardens by the Bay in 2024, the enthralling floral showcase returns in an even more special second edition.

Visitors can look forward to five themed areas:

• Frozen, in which topiary versions of Anna, Elsa and Olaf preside over an enchanting snowy landscape, brought to life through themed lighting that imagines a frost-kissed world of wonder. Inspired by Elsa’s Ice Palace, visitors can step on a floor where magical snowflakes dance and respond to movement.
• Disney princesses, where Rapunzel appears alongside her best friend Pascal the chameleon; Belle is with the Beast and their enchanted companions; and Jasmine is accompanied by her loyal tiger Rajah.
• Hundred Acre Wood, where Winnie the Pooh, Eeyore, Piglet and Tigger gather in a cheerful party scene. Tigger bounces up and down while Piglet twirls, and visitors can picture themselves joining everyone at the table!
• Toy Story 5, where Woody, Jessie and Buzz Lightyear appear as topiaries in a playful setting inspired by Bonnie’s Room, alongside displays of new characters Lilypad and Smarty Pants.
• Go Local, a Singaporean-themed zone where Disney characters are reimagined in familiar local settings. Chip ‘n Dale perch atop a giant ice cream sandwich; Minnie Mouse and Daisy Duck share the spicy rice noodle dish laksa; and Mickey Mouse makes the traditional beverage teh tarik with Donald Duck.

Outside Floral Fantasy, a 4m-tall Sorcerer’s Apprentice Mickey marks the entrance and welcomes visitors to Gardens by the Bay.

The hand-assembled topiaries are crafted from more than 40 species of preserved and dried floral materials, which took more than 16,000 man hours.

Each material was selected for its colour, texture and form, helping to reflect each character’s features. Plenty of flowers are used for the Disney princesses for example, while Rapunzel’s hair is crafted from Stipa, a perennial grass that has fluffy or oat-like flowerheads.

The surrounding landscapes also use plant palettes that reflect the mood of each zone — sunflowers and marigolds reflect the honey-toned meadow setting of Winnie the Pooh, while lilies and roses bring out the romantic and jewel-toned settings of Disney Princess stories. Hydrangeas and dusty miller evoke the icy blues, whites and silvers of Frozen.

Throughout the duration of Garden of Wonder, visitors can enjoy select weekend Meet and Greet sessions with Mickey Mouse and Minnie Mouse in outfits inspired by Singapore’s national flower, the Vanda Miss Joaquim. Donald Duck and Daisy Duck will also join the experience on select weekends, dressed for a sunny getaway on our tropical island. Meet and Greet dates are available at www.gardensbythebay.com.sg/disneygardenofwonder.

Visitors can round off their experience with shopping at the gift shop, which carries items launching exclusively at Disney Garden of Wonder.

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Gardens by the Bay

An integral part of Singapore’s “City in Nature” vision, Gardens by the Bay is a national garden and premier horticultural attraction that showcases the best of garden and floral artistry for all to enjoy. Spanning 101 hectares in the heart of Singapore’s downtown Marina Bay, it comprises three waterfront gardens – Bay South, Bay East, and Bay Central. Bay South, the largest at 54 hectares, officially opened on 29 June 2012.

Guided by the vision to be a world of gardens for all to own, enjoy and cherish, the Gardens’ extensive plant collection, ever-changing floral displays, and myriad of engaging programmes have captured the imagination of many, while its Gift of Gardens community initiative, with Mr Tharman Shanmugaratnam, President of the Republic of Singapore as Patron, reaches out to people from all walks of life.

Since opening, Gardens by the Bay has welcomed more than 115 million visitors and garnered numerous international accolades including the third Top Attraction in the World in Tripadvisor Travelers’ Choice Awards Best of the Best 2026, Outstanding Achievement in Sustainability at the Singapore Tourism Awards 2024, Best Theme Attraction at TTG Travel Awards 2022 and 2023, and Best Attraction Experience at the Singapore Tourism Awards 2019. The Gardens continues to refresh and refine its offerings, to be a place that everyone can enjoy – a garden where wonder blooms.

For more information, visit www.gardensbythebay.com.sg.

The response came after the won slipped past psychologically important levels against the dollar, intensifying concern among policymakers over inflation, capital flows and financial stability. Finance Minister Koo Yun-cheol convened senior economic officials and signalled that Seoul would act quickly if market moves became excessive, while the Bank of Korea and financial regulators kept watch on trading patterns across currency, bond and equity markets.

The won traded around the 1,520 range against the dollar after touching levels not seen for years, reflecting a mix of domestic and external pressures. Higher energy import costs, a strong dollar, portfolio outflows and demand for overseas investments have combined to weaken the currency despite South Korea’s current account surplus and continued strength in key export sectors.

Authorities are seeking to draw a line between normal market adjustment and disorderly moves that could spill into inflation expectations or funding conditions. Their measures are focused on sharper surveillance of foreign exchange transactions, closer coordination among financial agencies and readiness to respond to speculative flows that amplify one-way bets against the currency.

Seoul has avoided announcing broad capital controls, mindful of its ambition to deepen market access and secure developed-market recognition from global index providers. Instead, officials are relying on targeted stabilisation tools, verbal intervention and coordination with major institutional investors to smooth dollar demand. The National Pension Service remains central to those efforts because of the scale of its overseas investment activity and its potential impact on dollar-won liquidity.

The currency’s slide has complicated the Bank of Korea’s policy choices. Inflation rose to 3.1 per cent in May, the highest level in more than two years, pushed up by petroleum products and international travel costs. A weaker won increases the local-currency cost of imported fuel, food and raw materials, raising the risk that price pressures remain above the central bank’s 2 per cent target for longer than expected.

Rate policy now sits at the intersection of slowing growth, currency stability and household debt risks. A rate increase could support the won and restrain inflation, but it would add pressure on consumers and businesses already facing tighter financing conditions. Holding rates steady could protect domestic demand, but might leave the currency exposed if dollar strength persists or foreign investors continue to rebalance away from won assets.

Market pressure has also been shaped by South Korea’s stock market boom and its role in global technology supply chains. The country’s chipmakers and artificial intelligence-linked companies drew heavy investor interest, but sharp gains have also encouraged profit-taking and portfolio reallocation. When offshore investors sell equities or hedge exposure, demand for dollars can rise, adding to currency volatility.

Exporters have not provided the same level of support to the won that authorities might have expected during previous cycles. Companies with large overseas revenues have been cautious about converting dollar earnings, partly because of expectations of further currency weakness and partly because global investment plans require foreign currency holdings. That has deepened the imbalance between dollar demand and supply.

South Korea’s external position remains stronger than the currency’s movement alone suggests. The economy continues to benefit from semiconductor exports, sizeable foreign reserves and a sophisticated financial system. Yet the won has become more sensitive to swings in global risk appetite, partly because households, pension funds and institutional investors have increased overseas securities purchases over the past several years.

The government’s challenge is to calm markets without appearing to defend a fixed exchange-rate level. Officials have framed their intervention as an effort to prevent excessive volatility rather than reverse market fundamentals. That distinction matters because heavy-handed action could invite criticism from trading partners and undermine Seoul’s commitment to market liberalisation.

The United States and South Korea have already discussed currency stability, with both sides describing excessive volatility in the won as undesirable. Those consultations add a diplomatic layer to Seoul’s response, especially as South Korea balances foreign exchange concerns with large investment commitments abroad and shifting trade policy under Washington’s current tariff regime.

Since its official inclusion in NVIDIA’s approved and recommended vendor lists for server chassis and rack components in September 2025, Karrie has continually advanced its collaborations based on the NVIDIA MGX architecture and DGX-related platforms. During COMPUTEX this year, Karrie’s relevant server products and mechanical solutions have been featured prominently across the booths of major technology giants, showcasing its milestone achievements spanning from front-end R&D and collaborative design to back-end precision manufacturing. As highlighted by Karrie’s official statement during the exhibition: “We are proud to support NVIDIA MGX™ and be part of the ecosystem shaping the next generation of AI factories.”

Mechanical Technology Upgrade: Transitioning from Traditional Chassis to Full-Scale AI Mechanical Integration to Accelerate Hardware Deployment

As the industry undergoes this generational technological shift, mechanical engineering has become a critical part of system readiness. Behind every advanced AI computing platform is a robust, precise, and production-ready mechanical foundation—from rack-level structures and server chassis to key brackets, frames, and other precision assemblies that support system integration, serviceability, and large-scale deployment.

Leveraging decades of experience in server chassis, precision metal and plastic components, tooling development, automation, and high-volume manufacturing, Karrie consistently turns complex AI server and rack-level requirements into practical, production-ready, and deployment-flexible mechanical solutions. These capabilities support customers in accelerating their infrastructure rollouts based on the NVIDIA MGX architecture and the next-generation NVIDIA Vera Rubin platform.

Deeply Aligned with the Core Supply Chain: Early Engineering Involvement Empowers Tech Leaders Toward Volume Deployment

At COMPUTEX 2026, in addition to NVIDIA, multiple system integrators and ODM partners also showcased Karrie’s 1U, 2U, and 6U series AI chassis and rack-related products developed based on the MGX architecture. This extensive display fully demonstrates Karrie’s executive capability in delivering comprehensive engineering solutions and rapid prototyping, solidifying its position as a highly engaged mechanical engineering partner in the global AI supply chain.

Strategic Positioning for the Future of Intelligent Computing: Serving as a Trusted Mechanical Partner to Build the Physical Foundation for Accelerated Computing

As AI factories continue to scale worldwide, Karrie is committed to serving as a trusted mechanical engineering strategic partner for global technology leaders. The Group will continue to deepen its collaboration with world-class chipmakers, server brands, and cloud service providers to build the ultimate physical foundation for the accelerated computing ecosystem.

Karrie — A Leading Mechanical Partner for Global AI Computing Infrastructure.

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