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New Study Reveals Data Management Is a Top Challenge in the AI Revolution

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Global Survey of More Than 1,500 AI Decision-Makers Finds Organizations That Have Their Data Infrastructure “Houses In Order” Will Be Future AI Leaders

CAMPBELL, Calif., Aug. 16, 2023 /PRNewswire/ — According to a new global study conducted by S&P Global Market Intelligence and commissioned by WEKA, the adoption of artificial intelligence (AI) by enterprises and research organizations seeking to create new value propositions is accelerating, but data infrastructure and AI sustainability challenges present barriers to implementing it successfully at scale. These challenges have been exacerbated by the rapid onset of generative AI that has defined the evolution of the AI market in 2023.

These findings were published today as part of S&P Global’s new 2023 Global Trends in AI report. The research findings are based on a sweeping global survey conducted by S&P Global of more than 1,500 AI practitioners and decision-makers at medium to large enterprise and research organizations across APAC, EMEA and North America – one of the largest of its kind to date.

The study identifies the opportunities and obstacles organizations have encountered in their AI journeys, the unique motivators and value drivers spurring global AI adoption across industries, and provides insights into what steps organizations will need to take to succeed with AI in the future. 

“The meteoric rise of data and performance-intensive workloads like generative AI is forcing a complete rethink of how data is stored, managed and processed. Organizations everywhere now have to build and scale their data architectures with this in mind over the long term,” said Nick Patience, senior research analyst at 451 Research, part of S&P Global Market Intelligence. “Although it is still the early days of the AI revolution, one of the overarching takeaways from our 2023 Global Trends in AI study is that data infrastructure will be a deciding factor in which organizations emerge as AI leaders.1 Having a modern data stack that efficiently and sustainably supports AI workloads and hybrid cloud deployments is critical to achieving enterprise scale and value creation.”

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Key findings from the study include:

AI Adoption and Use Cases Are Accelerating, But Enterprise-Scale Still Remains Elusive

  • 69% of survey respondents reported having at least one AI project in production.
  • Only 28% say they have reached enterprise scale, with AI projects being widely implemented and driving significant business value.
  • AI has shifted from simply being a cost-saving lever to a revenue driver, with 69% of respondents now using AI/ML to create new revenue streams.

Data Management Is the Top Technical Inhibitor to AI Adoption

  • The most frequently cited technological inhibitor to AI/ML deployments is data management (32%), outweighing challenges for security (26%) and compute performance (20%), evidence that many organizations’ current data architectures are unfit to support the AI revolution.

Enterprise AI Use Cases Are Shifting From Cost-Savings to Topline Growth

  • 69% of respondents cited that their AI/ML projects focus on developing new revenue drivers and value creation versus 31% still being cost reduction-focused.

As AI Initiatives Mature, a Hybrid Approach and Multiple Deployment Locations Are Needed to Support Workload Demands

  • AI/ML workloads are being deployed in a variety of locations, from the public cloud to enterprise data centers and, increasingly, edge sites. Respondents running AI in production leverage more deployment locations on average (3.2 for training, 2.5 for inference) than those in pilots and proof-of-concept phases (2.9, 2.3 ).
  • The public cloud is the primary deployment location for training AI/ML models (47%) and inferencing (44%).
  • Those who leverage the public cloud to run AI/ML are more likely to leverage a hybrid approach incorporating more locations for both training (4.2, on average) and inference (3.2), as opposed to those who do not use the public cloud (2.2, 1.9).

AI’s Energy and Carbon Footprint Are Straining Corporate Sustainability Goals, But The Cloud Presents a Path to Improvement

  • 68% of respondents indicated they were concerned with the impact AI/ML had on their organization’s energy use and carbon footprint
  • 74% of respondents said sustainability is an important or critical motivator for moving more workloads to the public cloud.

Aging Data Infrastructures and Legacy Architectures Directly Impact AI’s Sustainability Performance 

  • 77% of respondents said their data architectures directly impact their sustainability performance.  

Organizations Must Get Their Data and Infrastructure ‘Houses in Order’ to Lead with AI

  • Companies leveraging a modern data architecture to overcome significant data challenges (sources, types, requirements etc.) can accommodate AI workloads operating across multiple infrastructure venues.

“This expansive study from S&P Global validates what WEKA has heard repeatedly from our customers: traditional data infrastructures are having a direct, negative impact on their ability to use AI efficiently and sustainably at scale because they weren’t developed with modern performance-intensive workloads or hybrid cloud and edge modalities in mind,” said Liran Zvibel, cofounder and CEO at WEKA. “Just as you wouldn’t expect to use battery technologies developed in the 1990s to power a state-of-the-art electric vehicle, like a Tesla, you can’t expect data management approaches designed for last century’s data challenges to support next-generation applications like generative AI. Organizations that build a modern data stack designed to support the needs of AI workloads that seamlessly span from edge to core to cloud will emerge as the leaders and disruptors of the future.”

To learn more about S&P Global Market Intelligence 2023 Global Trends in AI study, visit www.weka.io/trends-in-AI to read the full report, or register to join WEKA and S&P Global Market Intelligence for a free webinar on September 26th, 2023: www.weka.io/lp/how-to-accelerate-your-ai-ml-journey.

Research Methodology 
The findings in S&P Global Market Intelligence’s 2023 Global Trends in AI report draw from a survey fielded in Q2 2023 of 1,516 AI/ML decision makers/influencers in companies with over 250 employees and more than $10M in annual revenue. The study prioritized respondents with AI/ML projects in pilots and production environments across the following industries: aerospace & defense, automotive, higher education, finance, energy/oil & gas, government, healthcare, information technology, life sciences, manufacturing, media & entertainment, and telecommunications. The report also draws on contextual knowledge of additional research conducted by S&P Global.

About WEKA 
WEKA is leading a paradigm shift in how data is stored, processed, and managed in the cloud and AI era. The WEKA® Data Platform is a software solution that transforms stagnant data silos into dynamic data pipelines that power GPUs efficiently and fuel performance-intensive workloads seamlessly and sustainably. Its advanced cloud-native architecture is optimized to solve complex data challenges at scale, delivering 10-100x performance improvements across edge, core, cloud, hybrid and multicloud environments. WEKA helps the world’s leading data-driven organizations accelerate research and discovery breakthroughs and business outcomes – including eight of the Fortune 50. We operate in over 20 countries globally and are backed by dozens of world-class investors. Learn more at www.weka.io, or connect with us on LinkedIn, Twitter, and Facebook.

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WEKA and the WEKA logo are registered trademarks of WekaIO, Inc. Other trade names used herein may be trademarks of their respective owners.


1 Source: S&P Global Market Intelligence, 2023 Global Trends in AI Report, August, 2023
https://www.weka.io/trends-in-ai/

WEKA

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Blockchain Press Releases

BingX Brings Balance (EPT) to Spot with a 200 Million EPT Xpool

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PANAMA CITY, April 21, 2025 /PRNewswire/ — BingX, a global leading cryptocurrency exchange, announces the listing of EPT, the native token for Balance.fun, for both spot trading and also on the BingX Xpool. The spot listing will commence on April 21 at 12:00 (UTC) while the Xpool launch will start on April 22 at 10:00 (UTC). BingX users can stake BTC and EPT in Xpool, though new users will have an additional option to stake USDT to win a bigger share of the reward pool that includes 2,000,000 EPT Points. The first 1000 new users who stake a minimum of 100 USDT will also be able to earn an additional bonus voucher worth 100 USDT.

EPT is the governance token of Balance, an AI-powered web3 experience infrastructure designed for the masses. This new digital asset will fuel the new Balance Platform to create an open and inclusive gaming ecosystem for both gamers and developers with fairness at its core. With the integration of AI and blockchain technology, games can be built and marketed more easily while allowing players to benefit from the enhanced and diversified gaming experience.

Users of the existing Epal platform can transfer their EPT tokens to BingX, enabling a reliable method to trade EPT or, alternatively, purchase EPT for governance purposes. Having a solid exchange to further explore the vast world of cryptocurrencies, this new listing further empowers both Epal and Balance users in the process.

Vivien Lin, Chief Product Officer of BingX, shared her thoughts on the new trading option and Xpool listing: “I think providing users with these new trading and early investment options is our responsibility as a responsible cryptocurrency exchange since some of our users rely on us to introduce such projects with such numerous functions across multiple subcategories”.

Visit bingx.com to join the Xpool starting April 22 and start trading EPT on spot from April 21. Whether you’re a gamer, builder, or crypto enthusiast, this is your chance to be part of a new decentralized chapter in entertainment.

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About BingX 

Founded in 2018, BingX is a leading crypto exchange, serving over 20 million users worldwide. BingX offers diversified products and services, including spot, derivatives, copy trading, and asset management – all designed for the evolving needs of users, from beginners to professionals. BingX is committed to providing a trustworthy platform that empowers users with innovative tools and features to elevate their trading proficiency. In 2024, BingX proudly became the official crypto exchange partner of Chelsea Football Club, marking an exciting debut in the world of sports.

For more information, please visit: https://bingx.com/

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Blockchain Press Releases

MEXC Announces the Listing of Balance (EPT) with 6,000,000 EPT and 50,000 USDT in Rewards

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VICTORIA, Seychelles, April 21, 2025 /PRNewswire/ — MEXC, a leading global cryptocurrency exchange, has announced that it will list Balance (EPT) on April 21, 2025 (UTC). To celebrate the listing, the platform has launched a series of events featuring a total reward of 6,000,000 EPT and 50,000 USDT for users.

Balance is an innovative Web3 platform that integrates AI and blockchain technologies to create immersive digital interaction experiences. Developed by the team behind E-PAL, the world’s largest game companion platform. Balance offers services such as Human Epal, AI Epal, AI-Driven Battle Report System, and more. These features effectively address key challenges in blockchain gaming, including security, scalability, and development efficiency.

$EPT is the native utility token of the Balance ecosystem, with a total supply of 10 billion tokens. It functions as the core medium powering payments, governance participation, and on-chain transactions across the platform, forming a highly synergistic and sustainable internal economy.

In celebration of the Balance (EPT) listing, MEXC is launching a series of events to offer users exclusive opportunities to earn generous rewards.

The key details are as follows:

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  • Event 1: EPT Launchpool – Stake USDT, MX and EPT to Share 4,800,000 EPT
    Event Period: April 21, 2025, 12:00 – April 24, 2025, 10:00 (UTC)
    Users can stake USDT, MX, or EPT to earn valuable rewards through MEXC’s EPT Launchpool.
  • Event 2: Join Airdrop+ to Share 1,200,000 EPT & 50,000 USDT Bonus
    Event Period: April 21, 2025, 12:00 – May 1, 2025, 10:00 (UTC)
    Benefit 1: Deposit and share 960,000 EPT (New user exclusive)
    Benefit 2: Futures Challenge — Trade to share 50,000 USDT in Futures bonus (For all users)
    Benefit 3: Invite new users and share 240,000 EPT (For all users)
  • Event 3: Spread the Word & Win
    Event Period: April 21, 2025, 10:00 – April 27, 2025, 23:59 (UTC)
    Users who share the EPT events on social media during the event period can win extra rewards.

As a global exchange, MEXC drives innovation across emerging sectors such as Web3 gaming, AI, and DePIN by offering deep liquidity, streamlined market access, and performance-based incentive programs. The listing of EPT opens new investment avenues in the rapidly evolving AI-driven gaming space.

MEXC has established itself as a leading exchange by consistently offering users early access to high-potential crypto assets. In 2024 alone, the platform listed 2,376 new tokens, including 1,716 initial listings. According to the latest TokenInsight report, MEXC led the industry with 461 spot listings between November 1, 2024, and February 15, 2025. During this period, the exchange maintained a high listing frequency, consistently ranking among the top six platforms, demonstrating its agility in capturing emerging market trends. Looking ahead, MEXC remains committed to expanding its asset offerings and helping users seize timely opportunities in the fast-moving crypto market.

For full event details and participation rules, please visit here.

About MEXC
Founded in 2018, MEXC is committed to being “Your Easiest Way to Crypto.” Serving over 36 million users across 170+ countries, MEXC is known for its broad selection of trending tokens, everyday airdrop opportunities, and low trading fees. Our user-friendly platform is designed to support both new traders and experienced investors, offering secure and efficient access to digital assets. MEXC prioritizes simplicity and innovation, making crypto trading more accessible and rewarding.

MEXC Official Website X Telegram |How to Sign Up on MEXC

Risk Disclaimer:

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The information provided in this article regarding cryptocurrencies does not constitute investment advice. Given the highly volatile nature of the cryptocurrency market, investors are encouraged to carefully assess market fluctuations, the fundamentals of projects, and potential financial risks before making any trading decisions.

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Blockchain Press Releases

Bybit’s CEO Meets with Vietnam’s Minister of Finance to Support Regulatory Sandbox and Strengthen Crypto Compliance

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DUBAI, UAE, April 19, 2025 /PRNewswire/ — Ben Zhou, Co-founder and CEO of Bybit, one of the world’s second-largest cryptocurrency exchanges by trading volume, met with H.E. Nguyen Van Thang, Minister of Finance of Vietnam, to express Bybit’s strong support for the country’s regulatory sandbox initiative and its vision to build a safe, transparent, and innovation-friendly digital asset ecosystem.

Hosted at the Ministry of Finance headquarters, the meeting centered on Vietnam’s efforts to establish a comprehensive legal framework for crypto assets. Minister Nguyen Van Thang outlined the Government’s plan to launch a pilot sandbox mechanism that will allow regulators to test the issuance and trading of crypto assets in a controlled environment. This initiative is designed to mitigate risks, strengthen investor protection, and ensure regulatory readiness before introducing official legislation.

A key part of the discussion focused on safeguarding the market against illicit activities. The Minister emphasized the importance of robust compliance frameworks, including Anti-Money Laundering (AML) and Know Your Customer (KYC) protocols, to prevent the misuse of digital assets and support the country’s financial security.

In response, Ben Zhou welcomed Vietnam’s measured and responsible approach to digital asset regulation and reiterated Bybit’s long-standing commitment to compliance:

Vietnam’s forward-thinking regulatory sandbox is a critical step toward unlocking the full potential of blockchain technology. At Bybit, we are fully aligned with the Government’s focus on investor protection and financial integrity,” said Ben Zhou, Co-founder and CEO of Bybit. “We are proud to share our expertise in KYC, AML, and global compliance standards, and we look forward to supporting Vietnam in building a resilient, secure, and dynamic crypto economy.”

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Bybit expressed its readiness to collaborate with Vietnamese authorities on several fronts, including system architecture design, transaction oversight, and the implementation of international best practices in AML/KYC. The exchange also proposed support in capacity building, such as training financial regulators and sharing experiences from other jurisdictions.

Minister Nguyen Van Thang welcomed Bybit’s proactive approach and assigned the State Securities Commission to coordinate with Bybit on concrete proposals. He also commended Bybit’s reputation for strong financial capabilities, technological resilience, and its adherence to legal and regulatory requirements in the markets where it operates.

This meeting underscores Bybit’s growing role as a trusted international partner for regulatory dialogue and innovation. It also highlights Vietnam’s readiness to embrace blockchain technology while ensuring financial safety and public confidence in the digital asset space.

About Bybit

Bybit is the world’s second-largest cryptocurrency exchange by trading volume, serving a global community of over 60 million users. Founded in 2018, Bybit is redefining openness in the decentralized world by creating a simpler, open and equal ecosystem for everyone. With a strong focus on Web3, Bybit partners strategically with leading blockchain protocols to provide robust infrastructure and drive on-chain innovation. Renowned for its secure custody, diverse marketplaces, intuitive user experience, and advanced blockchain tools, Bybit bridges the gap between TradFi and DeFi, empowering builders, creators, and enthusiasts to unlock the full potential of Web3. Discover the future of decentralized finance at Bybit.com.

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For more details about Bybit, please visit Bybit Press.
For media inquiries, please contact: [email protected]
For updates, please follow: Bybit’s Communities and Social Media

Discord | Facebook | Instagram | LinkedIn | Reddit | Telegram | TikTok | X | Youtube

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