Theta Labs has joined forces with FedML, an artificial intelligence platform, to facilitate collaborative machine learning. The partnership aims to focus on improving content recommendation and generative AI through joint efforts.
The two companies have declared that they will collaborate to train large-scale generative AI models. The main objective of this partnership is to enable the Theta TV community to participate in the process by providing their individual preferences and computing resources. By utilizing the power of FedML, the companies will train and deploy these AI models to enhance personalized recommendations and advertisements.
Who is FedML?
FedML offers an innovative open-source community and enterprise platform that supports decentralized, collaborative AI at any scale.
With FedML's MLOps ecosystems in place, training deployment, monitoring and even ongoing improvements of machine learning models can all happen from virtually anywhere - cloud/edge - without compromising data privacy or security.
How influential is FedML's open-source community? FedML boasts an influential open-source community, as evidenced by its highly rated GitHub library for federated learning, and is currently utilized by over 1500 developers in 10+ enterprises across the globe. It has become a major player in the world of machine learning, with users spanning across multiple industries and continents.
From tech giants like Google and Amazon to renowned universities such as Stanford, Princeton, USC and HKUST - industry leaders are tapping into the power of its powerful open source library for research pursuits or engineering needs.
What AI Problem does FedML solve? FedML helps to solve a common issue in AI technologies: how can machine learning be done without compromising the privacy of users?
By utilizing data from various nodes, FedML allows ML processors to take advantage of personal datasets while maintaining user protection. Furthermore, it reduces development costs and empowers data owners by providing them with opportunities for monetization.
FedML was founded by Salman Avestimehr and Chaoyang He. Salman Avestimehr is also a distinguished professor and director of the USC-Amazon Center for Secure and Trusted Machine Learning. The other co-founder, Chaoyang He, is an accomplished tech industry professional with a proven track record working for leading companies such as Google, Facebook, and Amazon.
Why did FedML partner with Theta? Theta's Edge Network, a decentralized network of nodes around the world, is perfectly suited to distributed computing needed for collaborative machine learning and AI applications.
FedML co-founder Salman Avestimehr believes this partnership represents two parallel visions merging together in order to enable collaboration within Web3 space. He highlighted the potential of Ad recommendations and generative AI fueled by people's private data. By contributing their personal information, individuals can capitalize on machine learning models that they all stand to benefit from. The partnership unlocks an unprecedented capacity for AI and machine learning development worldwide.
The new partnership brings together powerful technologies to create exciting opportunities in web3. Through collaborative training, users will be able to utilize large-scale generative AI models for personalized content recommendation while maintaining data security. Collaborating with FedML, Theta Labs unlocks the potential of Edge Nodes for ML and AI development on a global scale. The collaboration will enable users to take advantage of distributed computing with powerful AI applications, powered by Theta Network's Edge Node solutions.
Stargate: Establishing the Physical Foundations of the AI Revolution 🛰️🌎
The Stargate initiative represents the most substantial investment in artificial intelligence infrastructure to date, as it begins to materialize on a global scale. While many perceive AI as an ethereal technology—simply accessed via applications like ChatGPT 🤖—each digital interaction is, in fact, powered by extensive physical resources: vast data centers 🏢, thousands of cutting-edge GPUs 💾, sophisticated cooling systems 💧, dedicated power grids ⚡, and essential water pipelines 🚰. AI does not reside on personal devices; it is anchored on Earth and demands significant resources.
As artificial intelligence continues to advance, its infrastructure needs only intensify. Regardless of improvements in model efficiency, the explosive growth in usage—billions of queries, ongoing model training, and worldwide deployment—necessitates ever-greater computing power, land, electricity, and semiconductors. This expansion is not plateauing; it is accelerating 📈.
🇦🇪 The United Arab Emirates has taken a decisive step that the United States has been reluctant to pursue.
👉 “Within the next two years, cryptocurrency will be used more frequently than traditional currencies like the dollar or dirham, even for everyday purchases such as coffee and groceries.” 🏦☕🛒
It is worth noting which cryptocurrencies offer transaction fees that are virtually negligible. 😏
The official further stated: “Mark my words, I believe in actions, not just words.”
The legislative process is complete, and the Digital Euro 🇪🇺 is ready for real time use and October 2025 is the big roll out.
Around this time Europe will also be releasing their
•Request2pay
• SEPA credit transfer rulebook
•PSD3 instant payments
•Verification of payee
•TIPS multi-currency phase 1
The Digital Euro will be minted on #XRPL and #Stellar
👉 Coinbase just launched an AI agent for Crypto Trading
Custom AI assistants that print money in your sleep? 🔜
The future of Crypto x AI is about to go crazy.
👉 Here’s what you need to know:
💠 'Based Agent' enables creation of custom AI agents
💠 Users set up personalized agents in < 3 minutes
💠 Equipped w/ crypto wallet and on-chain functions
💠 Capable of completing trades, swaps, and staking
💠 Integrates with Coinbase’s SDK, OpenAI, & Replit
👉 What this means for the future of Crypto:
1. Open Access: Democratized access to advanced trading
2. Automated Txns: Complex trades + streamlined on-chain activity
3. AI Dominance: Est ~80% of crypto 👉txns done by AI agents by 2025
🚨 I personally wouldn't bet against Brian Armstrong and Jesse Pollak.
👉 Coinbase just launched an AI agent for Crypto Trading
👉 Coinbase just launched an AI agent for Crypto Trading
Veritaseum Hodlers, Are You Ready For Chaos? 🚀 👩🚀
What would happen if Veritaseum was "Resurrected" from the Land of Dead Cryptos? Would Clif High's prediction of Veri trading 1 to 1 with Bitcoin actually come TRUE?! We may just find out SOONER than you think!!
The Motion to Vacate the SEC case against @ReggieMiddleton was filed on Friday May 30th, 2025 and contains NEW EVIDENCE clearly illustrating the alleged Fraud Upon the Court by SEC attorney Jorge Tenreiro.
It’s Reggie’s time to shine and this is going to be Epic!
Watch for a Video and further X posts breaking down this New Evidence.
Stellar's Ecosystem Surges Forward: Smart Contracts, Lightning Speed, and Real-World Impact in 2025
The Stellar blockchain ecosystem is experiencing remarkable momentum in 2025, with groundbreaking technical achievements and expanding real-world adoption that position it as a major player in the decentralized finance landscape. From lightning-fast transaction speeds to innovative smart contract capabilities, Stellar is demonstrating that blockchain technology can deliver both performance and practical utility.
Technical Breakthroughs Drive Performance
The Stellar Development Foundation's Q1 2025 quarterly report reveals impressive technical milestones that showcase the network's maturation. The platform now processes an astounding 5,000 transactions per second with remarkably fast 2.5-second block times, putting it among the fastest blockchain networks in operation today.
This performance leap isn't just about raw numbers—it represents Stellar's commitment to creating infrastructure that can handle real-world demand. Whether it's cross-border payments, asset tokenization, or decentralized applications, the network's enhanced capabilities provide the foundation for scalable blockchain solutions.
Smart Contracts Get Smarter with Soroban
One of the most significant developments has been the launch and continued evolution of Soroban, Stellar's smart contract platform. The introduction of Contract Copilot represents a major advancement in developer experience, enabling faster and safer smart contract development through enhanced tooling and guidance.
This focus on developer experience is crucial for ecosystem growth. By lowering barriers to entry and improving the development process, Stellar is positioning itself to attract innovative projects and talented developers who might otherwise choose competing platforms.
New Token Standards Meet Market Needs
The Stellar Development Foundation has introduced new token standards developed specifically based on feedback from developers and institutional users. This responsive approach to platform development demonstrates Stellar's commitment to building technology that meets actual market needs rather than theoretical requirements.
These standards are particularly important as institutional adoption continues to grow, with organizations requiring robust, compliant, and flexible token frameworks for their blockchain initiatives.
Global USDC Integration Expands Utility
The integration of USDC across Stellar's global network represents a significant milestone for practical cryptocurrency adoption. Stablecoins like USDC provide the price stability necessary for everyday transactions and business operations, making them crucial for blockchain platforms seeking real-world utility.
This integration is particularly impactful in emerging markets, where access to stable digital currencies can provide financial services to underbanked populations and facilitate more efficient cross-border transactions.
Industry Events Build Community Momentum
The Stellar ecosystem's growing influence is evident in its presence at major industry events. The foundation's participation as a sponsor at Consensus 2025 in Toronto and Digital Assets Week in New York demonstrates its commitment to engaging with builders, investors, and institutional leaders across the blockchain space.
These events serve as crucial networking opportunities and platforms for showcasing innovative projects within the Stellar ecosystem. Recent Meridian events have highlighted creative projects like Skyhitz and HoneyCoin, illustrating the collaborative spirit and diverse applications being built on the platform.
Real-World Impact in Emerging Markets
Perhaps most importantly, Stellar's growth isn't just about technical metrics—it's about real-world impact. The platform's focus on emerging markets addresses genuine financial inclusion challenges, providing efficient payment rails and access to digital financial services where traditional banking infrastructure may be limited.
This practical approach to blockchain implementation sets Stellar apart from projects that focus primarily on speculative trading or theoretical use cases. By solving actual problems for real users, Stellar is building sustainable demand for its technology.
Looking Ahead: Enterprise-Grade Infrastructure
Stellar positions itself as offering enterprise-grade asset tokenization alongside its DeFi capabilities and payment infrastructure. This comprehensive approach makes it attractive to institutions looking for a single platform that can handle multiple blockchain use cases.
The combination of fast transactions, low costs, smart contract capabilities, and regulatory-conscious development creates a compelling value proposition for enterprises considering blockchain adoption.
The Road Forward
As 2025 progresses, Stellar's ecosystem appears well-positioned for continued growth. The technical infrastructure improvements, developer-focused enhancements, and real-world adoption initiatives create a strong foundation for expanding use cases and user adoption.
The blockchain industry has seen many projects promise revolutionary capabilities, but Stellar's focus on delivering measurable performance improvements and practical solutions suggests a mature approach to blockchain development. With transaction speeds that rival traditional payment systems and growing institutional adoption, Stellar is demonstrating that blockchain technology can move beyond experimental phases into mainstream utility.
For developers, institutions, and users looking for blockchain solutions that prioritize both performance and practical applicability, Stellar's 2025 developments represent significant progress toward a more accessible and useful decentralized financial ecosystem.
Source: The Dinarian ⚡ Claude AI
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Soroban Security Audit Bank: Raising the Standard for Smart Contract Security
The Stellar Development Foundation (SDF) is deeply committed to helping ensure that the highest security standards are available for projects building on the Stellar network. Last year SDF launched the Soroban Security Audit Bank, an initiative to provide projects access to auditing experts and tooling that are proven to help prevent hacks by catching potential bugs, inefficiencies, and security flaws before contracts go live. Through the Soroban Security Audit Bank, we’re empowering teams building on Soroban with comprehensive security audits from leading audit firms, enhanced readiness support, and robust tooling, significantly elevating the ecosystem’s safety and efficiency.
Since launch, the Soroban Security Audit Bank has successfully conducted over 40 essential audits, deploying over $3 million to support security of the smart contracts on Stellar. Check it out!
Ecosystem Success Stories: How the Soroban Audit Bank Drives Security Forward
By making automated formal verification available to developers, in addition to allocating significant budget for securing many of the top DeFi protocols built on top of Stellar, SDF has established a new security standard in the Web3 ecosystem. –Mooly Sagiv,Co-Founder of Certora
SDF has been a strong partner as we’ve worked with teams across the Stellar ecosystem. SDF’s Audit Bank initiative allows for a smooth and streamlined review process, and is a clear reflection of the Stellar ecosystem’s enhanced commitment to security. –Robert Chen,CEO of OtterSec
Leading projects within the Soroban ecosystem have highlighted the impact of the Audit Bank
Finding a good auditor is difficult, expensive, and high-stakes. The Audit Bank streamlines the process and supports ecosystem projects with security review at critical growth milestones. –Markus Paulson,Co-Founder of Script3
The audit firms we worked with deeply understood the full ecosystem and the underlying protocols used. Their expertise and the tools from the Audit Bank strengthened our security and supported user and investor trust. –Esteban Iglesias Manríquez,Co-Founder of Palta.Labs
What's New in 2025: Enhanced Audit Support for Soroban Builders
Teams building financial protocols, high-dependency data services, high-traction dApps funded by the Stellar Community Fund are able to request an audit and will typically be matched with a reputable audit firm within two weeks. We recently restructured the program for this year to enhance audit efficiency and incentivize accountability, and rapid and complete vulnerability remediation:
Complimentary Initial Audit: Projects will need to contribute 5% of the audit cost upfront, but this co-payment amount is eligible for a full refund, provided that critical, high, and medium vulnerabilities identified are swiftly remediated within 20 business days of receiving the initial audit report (learn more).
Incentivized Security at Key Traction Milestones: Complimentary, extensive follow-up audits are available as projects achieve critical traction milestones (e.g., $10M and $100M TVL). These audits include deeper assessments such as formal verification or competitive audits, significantly boosting project security at pivotal stages.
Advanced Security Tooling: Projects can enhance their security self-serve through complimentary or discounted access to specialized tooling, which provide vulnerability detection and formal verification capabilities (see full list of available tooling). These tools are encouraged to capture ‘easy-to-spot’ issues prior to audit as well as a final check post-audit to increase the effectiveness and thoroughness of audits.
Enhanced Audit Readiness Support: Projects receive structured preparation support, including the implementation of best practices and security standards based on the STRIDE threat modeling framework. This ensures project teams are thoroughly prepared, optimizing audit efficiency and minimizing delays.
Get Started Today
If you're already funded through the Stellar Community Fund, meet the criteria and ready to secure your smart contracts, check your email for an invitation to submit an audit request–if you haven’t received one, contact [email protected].
If you haven't built on Stellar yet, we encourage you to start your journey with the Stellar Community Fund to become eligible for future security audits and ecosystem support. For any broader questions on the program, contact [email protected].
Also, we’re organizing an exciting series of workshops–join us for the kick-off on Soroban Security Best Practices on Friday, May 30, 2025 at 2 PM ET on @StellarOrg. Together, we're shaping a secure and resilient future for smart contracts on Stellar.
Bloomberg reported that Banco Santander is mulling introducing euro and dollar stablecoins, or potentially making a third party coin available to clients, citing sources. This move aligns with broader crypto ambitions, as its digital bank, Openbank, has reportedly applied for a European cryptocurrency license under the Mica Regulations and may enable retail access to digital assets.
Systemically important banks embrace stablecoins?
Major banks are now moving from observers to participants in this expanding market. Should Santander confirm plans to launch a stablecoin, it will be the fourth global systemically important bank (G-SIB) to do so. Societe Generale’s FORGE subsidiary launched the EURCV euro coin in 2023. Deutsche Bank is a partner in ALLUnity, another stablecoin initiative with plans to launch this year, subject to regulatory approval. And Standard Chartered is part of a joint venture in Hong Kong that intends to introduce a stablecoin.
Santander’s involvement could extend beyond an individual initiative. The bank is a shareholder in The Clearing House, where the Wall Street Journal reported that US banks are exploring the potential to create a joint stablecoin. If a US initiative took that route it could involve nine more G-SIBs including Bank of America, Barclays, BMO, BNY Mellon, Citi, HSBC, JP Morgan, TD Bank and Wells Fargo.
Apart from these initiatives, our research shows that more than 20 other banks have been involved in stablecoin projects.
Until recently stablecoins were mainly used to settle cryptocurrency transactions and by residents in countries with volatile domestic currencies. During the last year stablecoin infrastructure has been expanding, especially for mainstream cross border payments. Plus, President Trump issued an executive order prioritizing stablecoins. One of the administration’s motivations is this increases demand for US Treasuries, lowering the interest rate the government pays on the Treasury bills.
Santander as an early digital assets mover
Santander’s stablecoin consideration builds on years of blockchain experience. The bank was an early Ripple investor and previously used Ripple’s permissioned network for payments (not XRP), while also embracing permissionless blockchain activities including issuing a digital bond on Ethereum in 2019. This dual approach led to collaborations with other major players – alongside Societe Generale FORGE and Goldman Sachs, Santander participated in the European Investment Bank’s first digital bond, also on Ethereum. Currently, the bank’s most significant digital money initiative involves Fnality, the wholesale blockchain-based settlement network, where Santander ranks among 20 institutional backers and is part of the early adopter group alongside Lloyds Bank and UBS.
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Welcome to the Dinarian on Locals, where we discuss everything blockchain and digital asset related. We are here to learn from one another as this is a new and ever evolving space. Please post and share what you like, but be respectful to others as they are here to learn as well.
Knowledge is power, using that knowledge can be extremely powerful,
The Dinarian
