Discovering the Future_ Navigating the DePIN AI Marketplace
The Dawn of Decentralized Physical Infrastructure Networks (DePIN)
In a world where technology increasingly weaves itself into the fabric of our daily lives, the emergence of Decentralized Physical Infrastructure Networks (DePIN) represents a monumental leap forward. Unlike traditional infrastructure, which relies on centralized systems and entities, DePIN envisions a world where physical assets like charging stations, sensors, and communication networks operate in a decentralized manner.
Imagine a future where your home's charging station, streetlights, and even vending machines are part of a vast, interconnected network. This network is not only more resilient but also more efficient. By leveraging blockchain technology and AI, DePIN aims to create a seamless, transparent, and secure ecosystem where every participant—whether a user, provider, or manufacturer—has a stake in the system.
The Intersection of Blockchain and AI: A Game Changer
At the heart of DePIN lies the fusion of blockchain and AI, two technologies that individually hold immense potential but together promise unprecedented capabilities. Blockchain provides the decentralized, transparent, and secure framework that underpins the entire network, ensuring that every transaction, data point, and interaction is recorded accurately and securely.
AI, on the other hand, enhances the functionality of DePIN by providing advanced analytics, predictive maintenance, and intelligent decision-making capabilities. Imagine an AI-driven network that can predict maintenance needs before they occur, optimize energy usage based on real-time data, and even negotiate prices dynamically to ensure the most efficient use of resources.
Building a Sustainable Future with DePIN
One of the most compelling aspects of DePIN is its potential to create a more sustainable future. By decentralizing physical infrastructure, we can reduce the environmental impact of traditional centralized systems. For instance, decentralized energy grids can utilize renewable energy sources more efficiently, reducing reliance on fossil fuels.
Moreover, DePIN can democratize access to essential services. In regions where traditional infrastructure is lacking, decentralized networks can provide critical services like communication, healthcare, and education. This not only improves quality of life but also fosters economic development and social inclusion.
The DePIN AI Marketplace: A Hub of Innovation
The DePIN AI Marketplace is a burgeoning ecosystem where developers, innovators, and businesses can collaborate to create, share, and monetize cutting-edge solutions. This marketplace is not just a platform for exchanging ideas and technologies; it’s a vibrant community where creativity, ingenuity, and entrepreneurship converge to drive forward the next wave of technological innovation.
Exploring Key Components of the DePIN AI Marketplace
Smart Contracts and Automated Services: Smart contracts play a pivotal role in the DePIN AI Marketplace. These self-executing contracts with the terms of the agreement directly written into code facilitate seamless transactions and interactions without the need for intermediaries. Automated services powered by AI ensure that these smart contracts are not only efficient but also adaptable to changing conditions.
Interoperability and Data Sharing: One of the key challenges in building a decentralized network is ensuring interoperability between different systems and devices. The DePIN AI Marketplace addresses this by promoting open standards and protocols that enable seamless data sharing and communication across diverse technologies. This interoperability is crucial for creating a truly interconnected ecosystem where different components work together harmoniously.
Security and Privacy: Security and privacy are paramount in any decentralized network. The DePIN AI Marketplace incorporates advanced security measures, including cryptographic techniques and AI-driven threat detection systems, to safeguard the network from potential vulnerabilities. Additionally, privacy-preserving technologies ensure that user data is protected while still allowing for the necessary data sharing to maintain the network's integrity.
Incentive Mechanisms: To encourage participation and innovation within the DePIN AI Marketplace, incentive mechanisms are essential. These mechanisms, often based on tokenomics and blockchain-based rewards, incentivize users and developers to contribute to the network. By providing financial and non-financial rewards, these incentive systems foster a vibrant and active community committed to the success of the DePIN ecosystem.
Real-World Applications of DePIN AI Marketplace
The potential applications of the DePIN AI Marketplace are vast and varied. Here are some of the most promising use cases:
Energy Management: Decentralized energy grids powered by AI can optimize energy distribution and consumption, integrating renewable energy sources more effectively. Smart contracts can automate payments and manage energy trading between producers and consumers, ensuring a fair and efficient energy market.
Transportation: DePIN can revolutionize transportation by creating a network of smart charging stations, traffic management systems, and autonomous vehicles. AI-driven algorithms can optimize routes, reduce congestion, and ensure efficient energy usage, while smart contracts can handle payments and service agreements seamlessly.
Healthcare: In healthcare, DePIN can provide decentralized, secure, and efficient access to medical data and services. AI can analyze patient data to provide personalized treatment plans, while smart contracts can manage healthcare payments and insurance claims. Decentralized networks can also ensure the integrity and availability of critical medical resources.
Smart Cities: Smart cities can leverage DePIN to create interconnected networks of sensors, infrastructure, and services. AI can analyze data from these networks to optimize resource management, improve public services, and enhance the quality of life for residents. Smart contracts can handle transactions and agreements related to city services, ensuring transparency and efficiency.
Supply Chain Management: DePIN can transform supply chain management by providing a transparent, decentralized, and efficient network. AI can optimize logistics, predict demand, and manage inventory, while smart contracts can automate payments and ensure compliance with contracts.
Challenges and Future Prospects
While the potential of the DePIN AI Marketplace is immense, several challenges need to be addressed to realize its full potential. These include:
Scalability: As the network grows, ensuring scalability to handle increasing amounts of data and transactions is crucial. Advanced blockchain technologies and AI algorithms will need to be developed to address these scalability issues.
Regulatory Compliance: Navigating the complex regulatory landscape is essential for the widespread adoption of DePIN. Collaboration with regulatory bodies and the development of compliant solutions will be necessary to ensure the legal integrity of the network.
Interoperability Standards: Establishing universal standards and protocols for interoperability will facilitate the seamless integration of diverse technologies within the DePIN ecosystem. Continued collaboration and standardization efforts will be key to achieving this goal.
User Adoption: Ensuring widespread user adoption requires addressing user concerns and making the technology accessible and intuitive. Educational initiatives and user-friendly platforms will play a crucial role in encouraging participation.
Despite these challenges, the future of the DePIN AI Marketplace looks promising. With ongoing advancements in blockchain technology and AI, we are on the brink of a transformative era where decentralized physical infrastructure becomes an integral part of our daily lives.
Technological Advancements Driving DePIN AI Marketplace
The rapid evolution of technology is a cornerstone of the DePIN AI Marketplace. Innovations in blockchain, AI, and Internet of Things (IoT) are not only enhancing the capabilities of decentralized networks but also expanding their potential applications.
Blockchain Evolution: Blockchain technology continues to mature, with advancements in scalability, speed, and energy efficiency. Next-generation blockchains like Ethereum 2.0 and new consensus mechanisms are making decentralized networks more robust and capable of handling larger volumes of transactions. These improvements are crucial for supporting the vast and complex interactions within the DePIN ecosystem.
AI and Machine Learning: Artificial Intelligence (AI) and machine learning are at the forefront of technological innovation in the DePIN AI Marketplace. These technologies enable the network to make data-driven decisions, predict trends, and optimize operations. AI algorithms can analyze vast amounts of data from IoT devices to provide actionable insights, while machine learning models can continuously improve based on new data inputs.
Internet of Things (IoT): The proliferation of IoT devices is a significant driver of the DePIN AI Marketplace. From smart sensors and actuators to advanced communication systems, IoT devices form the backbone of decentralized networks. These devices collect and share data, enabling the network to operate more efficiently and respond to real-time conditions. The integration of IoT with blockchain and AI creates a powerful synergy that enhances the functionality and reliability of decentralized networks.
Emerging Business Models
The DePIN AI Marketplace is witnessing the emergence of innovative business models that leverage the unique capabilities of decentralized networks. These models are not only driving economic growth but also fostering new opportunities for businesses and entrepreneurs.
Decentralized Autonomous Organizations (DAOs): DAOs are decentralized organizations governed by smart contracts and run by a community of stakeholders. In the context of the DePIN AI Marketplace, DAOs can manage decentralized infrastructure projects, allocate resources, and make decisions collectively. This model promotes transparency, accountability, and community-driven governance, ensuring that all participants have a say in the network's operations.
Tokenomics and Token-Based Incentives: Tokenomics, the economic model governing the creation, distribution, andusage of tokens, plays a crucial role in the DePIN AI Marketplace. Tokens can be used to incentivize participation, reward contributions, and facilitate transactions within the network. By integrating token-based systems, businesses and developers can create innovative economic models that drive engagement and foster collaboration.
Subscription-Based Services: Subscription models are becoming increasingly popular in the DePIN AI Marketplace. These models allow users to access decentralized services on a recurring basis, providing a steady revenue stream for providers. For example, smart city services like waste management, traffic optimization, and public safety can be offered as subscription-based services, ensuring continuous improvement and maintenance of the infrastructure.
Freemium and Pay-Per-Use Models: Freemium and pay-per-use models offer another avenue for businesses to monetize their services within the DePIN AI Marketplace. These models provide basic services for free while charging for premium features or usage beyond a certain threshold. This approach caters to different user needs and can attract a wide range of customers, from casual users to heavy users.
Societal Impacts and Future Prospects
The DePIN AI Marketplace is not just a technological innovation; it has profound societal impacts and the potential to transform various aspects of our lives.
Environmental Sustainability: One of the most significant societal impacts of DePIN is its potential to promote environmental sustainability. By optimizing resource usage, reducing waste, and integrating renewable energy sources, decentralized networks can significantly lower the environmental footprint of physical infrastructure. For instance, smart grids can efficiently manage energy consumption, reducing reliance on fossil fuels and lowering greenhouse gas emissions.
Economic Empowerment: Decentralized networks empower local communities by providing access to essential services and creating economic opportunities. In underserved regions, DePIN can offer connectivity, healthcare, education, and financial services, fostering economic development and improving quality of life. By democratizing access to infrastructure, DePIN can help bridge the digital divide and promote social inclusion.
Enhanced Security and Privacy: The decentralized nature of DePIN, coupled with advanced security technologies, enhances the security and privacy of users. Traditional centralized systems are often vulnerable to attacks and data breaches, but decentralized networks distribute data and control across multiple nodes, making them more resilient. Blockchain technology ensures that data is encrypted, transparent, and immutable, providing users with greater control over their personal information.
Innovation and Collaboration: The DePIN AI Marketplace fosters a culture of innovation and collaboration. By bringing together developers, researchers, businesses, and users, the ecosystem encourages the sharing of ideas and the development of new technologies. Open standards and protocols facilitate interoperability, enabling diverse technologies to work together seamlessly. This collaborative environment drives technological advancements and accelerates the adoption of new solutions.
Looking Ahead: The Road to a Decentralized Future
The journey toward a fully realized DePIN AI Marketplace is ongoing, with many exciting developments on the horizon. To fully unlock its potential, several key areas need continued focus:
Research and Development: Continued research and development are essential to address the technical challenges and unlock new applications of DePIN. Innovations in blockchain scalability, AI algorithms, and IoT integration will be crucial for driving progress. Collaborative efforts between academia, industry, and government can accelerate the development of cutting-edge technologies.
Regulatory Frameworks: Developing clear and supportive regulatory frameworks is vital for the widespread adoption of DePIN. Governments and regulatory bodies must work together to create policies that balance innovation with consumer protection and security. By establishing frameworks that encourage innovation while safeguarding public interests, regulatory environments can facilitate the growth of the DePIN ecosystem.
Public Awareness and Education: Raising public awareness and educating users about the benefits and capabilities of DePIN is essential for driving adoption. Educational initiatives can help demystify complex technologies, demonstrating how DePIN can improve everyday life. By fostering a well-informed community, public support and engagement can accelerate the transition to a decentralized future.
Global Collaboration: Global collaboration is crucial for the success of the DePIN AI Marketplace. By sharing knowledge, resources, and best practices, countries and organizations can work together to overcome common challenges and drive collective progress. International partnerships can facilitate the standardization of technologies, promote interoperability, and ensure equitable access to decentralized infrastructure worldwide.
In conclusion, the DePIN AI Marketplace represents a transformative shift toward a decentralized, interconnected, and sustainable future. By harnessing the power of blockchain, AI, and IoT, this ecosystem has the potential to revolutionize how we live, work, and interact with the world around us. As we continue to navigate this exciting journey, collaboration, innovation, and a commitment to addressing societal challenges will be key to unlocking the full potential of the DePIN AI Marketplace.
How to Make Money from Crypto Event Referrals: A Comprehensive Guide
In the ever-evolving landscape of cryptocurrency, staying ahead of trends and tapping into new opportunities is key to building a sustainable income stream. One of the most dynamic avenues for earning in the crypto space is through event referrals. Whether it’s a conference, a webinar, or a private meetup, crypto events offer a fertile ground for generating income through strategic referrals. This guide will walk you through the essentials of making money from crypto event referrals, providing you with actionable insights and smart strategies.
Understanding the Referral Dynamics
Crypto events often attract a diverse crowd, from enthusiastic newcomers to seasoned traders and developers. Understanding the dynamics of these events is crucial for leveraging referrals effectively. Events usually offer exclusive content, networking opportunities, and sometimes even rewards for attendees. Here’s a quick rundown on how referrals work:
Network Building: Events are prime for building connections. By referring others, you can access a network of like-minded individuals who can offer support, advice, and potentially, collaborations. Exclusive Benefits: Many platforms offer exclusive benefits for referrals, such as free tickets, discounts, or even cryptocurrency rewards. Understanding these incentives can help you maximize your earnings. Community Engagement: Engaging with the community through referrals can lead to long-term benefits, such as memberships in exclusive groups, early access to new projects, and more.
Strategies for Effective Referrals
1. Leverage Your Existing Network
Start by tapping into your existing network. Friends, family, and even acquaintances who are interested in cryptocurrency are prime candidates for referrals. Here’s how to make the most out of it:
Personalized Invitations: Tailor your invitations to highlight the unique benefits of the event. Whether it’s the opportunity to meet industry leaders, learn cutting-edge trading strategies, or simply network with like-minded individuals, make it clear why they should join. Exclusive Offers: If the event offers special incentives for referrals, make sure to mention this. Highlight any cryptocurrency rewards, free tickets, or other perks that make the referral even more attractive.
2. Utilize Social Media
Social media is a powerful tool for reaching a wider audience. Platforms like Twitter, LinkedIn, and even Reddit can be leveraged to spread the word about crypto events. Here’s how:
Create Engaging Content: Post engaging content that highlights the key takeaways and benefits of attending the event. Use eye-catching graphics and compelling headlines to grab attention. Join Crypto Communities: Engage with crypto-focused groups and forums. Share your insights about the event and encourage members to attend through referrals. Collaborate with Influencers: Partner with crypto influencers who have a substantial following. Their endorsement can significantly boost your referral numbers.
3. Offer Value-Added Referrals
To make your referrals more attractive, offer additional value to both you and the referrer. Here are some ways to do it:
Exclusive Content: Provide access to exclusive content or early information about the event. This could be webinars, whitepapers, or behind-the-scenes looks at the event. Discounted Tickets: Offer discounted tickets to referred individuals as a token of appreciation. This not only incentivizes referrals but also makes the event more accessible to a wider audience. Mentorship Opportunities: If the event includes mentorship sessions, offer to mentor referred individuals. This adds significant value and strengthens your referral network.
Building Trust and Credibility
Trust is the cornerstone of successful referrals. To build and maintain trust, it’s important to be transparent and reliable. Here’s how:
Honest Reviews: Share honest and detailed reviews about the events you’ve attended. Highlight both the pros and cons to maintain credibility. Follow-Up: After the event, follow up with your referred contacts. Show genuine interest in their experience and offer any assistance they might need. Transparency: Be upfront about any incentives you receive for referrals. Transparency builds trust and encourages more referrals.
Tracking and Analyzing Referrals
To ensure you’re getting the most out of your referral efforts, it’s important to track and analyze your referrals. Here’s a step-by-step approach:
Use Referral Codes: Platforms often provide unique referral codes. Use these to track how many people you’ve referred. Analytics Tools: Utilize analytics tools to monitor the performance of your referral campaigns. Look at metrics like referral numbers, engagement rates, and conversion rates. Feedback Loop: Gather feedback from your referrals about their experience. Use this feedback to refine your referral strategy and improve future efforts.
Conclusion
Making money from crypto event referrals is a rewarding way to capitalize on the booming crypto industry. By leveraging your network, utilizing social media, offering value-added referrals, building trust, and tracking your efforts, you can create a profitable referral strategy. Remember, the key is to be genuine, transparent, and always provide value to both you and your referrals.
Stay tuned for the second part of this guide, where we’ll delve deeper into advanced strategies and explore how to scale your referral network for maximum profitability.
How to Make Money from Crypto Event Referrals: Advanced Strategies and Scaling Your Network
In the previous part, we explored foundational strategies for making money from crypto event referrals. Now, let’s dive deeper into advanced tactics and how to scale your referral network to maximize your earnings. By implementing these strategies, you can turn your referral efforts into a robust and profitable venture.
Advanced Referral Tactics
1. Create a Referral Program
Establishing a structured referral program can significantly boost your earnings. Here’s how to create and implement an effective referral program:
Tiered Rewards: Design a tiered reward system where more referrals lead to greater rewards. This encourages participants to refer more people. Public Recognition: Highlight top referrers on social media or the event’s website. Public recognition can motivate others to increase their referral efforts. Bonus Incentives: Offer bonus incentives for referrals that lead to event registrations. This could be additional cryptocurrency rewards, exclusive access to premium content, or other perks.
2. Collaborate with Other Influencers
Collaborating with other crypto influencers can exponentially increase your referral reach. Here’s how to make these collaborations work for you:
Joint Webinars: Host joint webinars or live streams with influencers. This not only expands your audience but also leverages their credibility. Cross-Promotions: Promote each other’s events. This can be done through social media posts, blog articles, or direct messages. Shared Content: Create and share content together, such as blog posts, podcasts, or videos. This provides mutual exposure and strengthens your network.
3. Offer Educational Content
Providing educational content around crypto events can attract more referrals. Here’s how to leverage educational content effectively:
How-To Guides: Create detailed how-to guides on how to attend crypto events, what to expect, and how to maximize the benefits from referrals. Webinars and Workshops: Host webinars or workshops that cover topics related to crypto events. Encourage participants to refer others by offering additional incentives. Blog Posts: Write blog posts that highlight success stories, event highlights, and tips for maximizing referrals. Share these posts across your network to drive more referrals.
Scaling Your Referral Network
1. Utilize Affiliate Marketing
Affiliate marketing is a powerful way to scale your referral network. Here’s how to get started:
Partner with Platforms: Partner with cryptocurrency platforms that offer affiliate programs. Promote their events and earn a commission for each successful referral. Create Your Own Affiliate Program: If you have a significant following, consider creating your own affiliate program. Offer competitive commissions and attractive incentives to encourage referrals. Leverage Email Marketing: Use email marketing to promote events and offer exclusive referral incentives. Segment your email list to target different audiences effectively.
2. Build an Online Community
An online community can serve as a powerful referral network. Here’s how to build and maintain one:
Social Media Groups: Create and manage social media groups dedicated to cryptocurrency events. Encourage members to refer each other and offer incentives for successful referrals. Forums and Discussion Boards: Participate in and create forums or discussion boards where crypto enthusiasts gather. Share event information and encourage referrals within these communities. Online Platforms: Use platforms like Discord, Telegram, or Reddit to build a community. Regularly share event updates, success stories, and referral tips to keep members engaged.
3. Network with Industry Professionals
Building relationships with industry professionals can open doors to new referral opportunities. Here’s how to make the most of these connections:
Attend Networking Events: Attend networking events, both online and offline. These events provide opportunities to meet industry professionals and discuss potential referral partnerships. Join Professional Associations: Join crypto professional associations. These groups often have referral programs and exclusive event opportunities. Collaborative Projects: Engage in collaborative projects with industry professionals. This can lead to mutual referrals and increased visibility.
Measuring Success and Optimizing Your Strategy
How to Make Money from Crypto Event Referrals: Advanced Strategies and Scaling Your Network
In the previous part, we explored foundational strategies for making money from crypto event referrals. Now, let’s dive deeper into advanced tactics and how to scale your referral network to maximize your earnings. By implementing these strategies, you can turn your referral efforts into a robust and profitable venture.
Advanced Referral Tactics
1. Create a Referral Program
Establishing a structured referral program can significantly boost your earnings. Here’s how to create and implement an effective referral program:
Tiered Rewards: Design a tiered reward system where more referrals lead to greater rewards. This encourages participants to refer more people. Public Recognition: Highlight top referrers on social media or the event’s website. Public recognition can motivate others to increase their referral efforts. Bonus Incentives: Offer bonus incentives for referrals that lead to event registrations. This could be additional cryptocurrency rewards, exclusive access to premium content, or other perks.
2. Collaborate with Other Influencers
Collaborating with other crypto influencers can exponentially increase your referral reach. Here’s how to make these collaborations work for you:
Joint Webinars: Host joint webinars or live streams with influencers. This not only expands your audience but also leverages their credibility. Cross-Promotions: Promote each other’s events. This can be done through social media posts, blog articles, or direct messages. Shared Content: Create and share content together, such as blog posts, podcasts, or videos. This provides mutual exposure and strengthens your network.
3. Offer Educational Content
Providing educational content around crypto events can attract more referrals. Here’s how to leverage educational content effectively:
How-To Guides: Create detailed how-to guides on how to attend crypto events, what to expect, and how to maximize the benefits from referrals. Webinars and Workshops: Host webinars or workshops that cover topics related to crypto events. Encourage participants to refer others by offering additional incentives. Blog Posts: Write blog posts that highlight success stories, event highlights, and tips for maximizing referrals. Share these posts across your network to drive more referrals.
Scaling Your Referral Network
1. Utilize Affiliate Marketing
Affiliate marketing is a powerful way to scale your referral network. Here’s how to get started:
Partner with Platforms: Partner with cryptocurrency platforms that offer affiliate programs. Promote their events and earn a commission for each successful referral. Create Your Own Affiliate Program: If you have a significant following, consider creating your own affiliate program. Offer competitive commissions and attractive incentives to encourage referrals. Leverage Email Marketing: Use email marketing to promote events and offer exclusive referral incentives. Segment your email list to target different audiences effectively.
2. Build an Online Community
An online community can serve as a powerful referral network. Here’s how to build and maintain one:
Social Media Groups: Create and manage social media groups dedicated to cryptocurrency events. Encourage members to refer each other and offer incentives for successful referrals. Forums and Discussion Boards: Participate in and create forums or discussion boards where crypto enthusiasts gather. Share event information and encourage referrals within these communities. Online Platforms: Use platforms like Discord, Telegram, or Reddit to build a community. Regularly share event updates, success stories, and referral tips to keep members engaged.
3. Network with Industry Professionals
Building relationships with industry professionals can open doors to new referral opportunities. Here’s how to make the most of these connections:
Attend Networking Events: Attend networking events, both online and offline. These events provide opportunities to meet industry professionals and discuss potential referral partnerships. Join Professional Associations: Join crypto professional associations. These groups often have referral programs and exclusive event opportunities. Collaborative Projects: Engage in collaborative projects with industry professionals. This can lead to mutual referrals and increased visibility.
Measuring Success and Optimizing Your Strategy
1. Track Your Referrals
To effectively scale your referral network, you need to track your referrals. Here’s how to do it:
Unique Referral Codes: Use unique referral codes for each referrer. This allows you to track how many people each individual has referred. Analytics Tools: Utilize analytics tools to monitor the performance of your referral campaigns. Look at metrics like referral numbers, engagement rates, and conversion rates. Feedback Loop: Gather feedback from your referrals about their experience. Use this feedback to refine your referral strategy and improve future efforts.
2. Optimize Your Strategy
Based on your tracking and analytics, continuously optimize your referral strategy. Here’s how:
A/B Testing: Conduct A/B tests on different referral tactics. For example, test different types of referral messages or incentives to see what works best. Adjust Incentives: Based on performance data, adjust your referral incentives to maximize participation. Higher rewards for more successful referrals can drive better results. Refine Communication: Tailor your communication based on the audience. Different groups may respond better to different types of messages and incentives.
3. Stay Informed and Adapt
The crypto industry is constantly evolving. To stay ahead, keep informed about the latest trends and adapt your strategies accordingly:
Follow Industry News: Stay updated with industry news and trends. This can provide insights into new opportunities and changes in the market. Attend Events: Regularly attend crypto events to network and gather insights. This can also provide firsthand information on upcoming events and trends. Continuous Learning: Invest time in continuous learning. Follow thought leaders, read industry reports, and participate in online courses to stay ahead.
Conclusion
Making money from crypto event referrals is a dynamic and rewarding venture. By implementing advanced strategies and scaling your referral network, you can significantly boost your earnings. Remember, the key is to be strategic, transparent, and always provide value to both you and your referrals. With dedication and smart tactics, you can turn your referral efforts into a profitable and sustainable income stream in the exciting world of cryptocurrency.
Stay tuned for more tips and advanced strategies in the future to help you maximize your earnings from crypto event referrals.
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