The farmer's dilemma arises in Proof-of-Capacity (PoC) blockchains, where farmers must choose between allocating their limited storage resources to maintain the blockchain's state and history or maximizing their storage for consensus participation. This trade-off presents a challenge: rational farmers tend to prioritize maximizing consensus space, which can lead them to become light clients or join centralized farming pools. Consequently, this behavior undermines the network's decentralization and security, as fewer nodes maintain the complete history. The dilemma highlights the need for innovative solutions that allow farmers to contribute to both consensus and data integrity without compromising their incentives or the overall health of the blockchain ecosystem

AUTONOMYS’ SOLUTION
Using the Subspace protocol, Autonomys allows farmers to efficiently store blockchain history without sacrificing security or decentralization by decoupling consensus from execution. Farmers collectively maintain the blockchain's history through replicated storage, enabling them to focus on proposing transaction orders while dedicated executor nodes handle state maintenance and computation. This design significantly reduces the storage and computational burden on farmers, promoting broader participation with standard hardware, thereby enhancing decentralization and security. #AI3

For decentralized AI applications, this solution offers substantial benefits, including a robust infrastructure for data integrity and availability, which is crucial for AI training and deployment. It fosters a scalable environment where AI can operate securely and efficiently, promoting innovation in decentralized applications that leverage AI technology while ensuring user autonomy and control over their data. #AI3

Blockchain technology is built on decentralization, transparency, and security. However, as networks grow, these strengths can create a challenge known as the "Farmer's Dilemma." This dilemma arises when network participants, or farmers, must choose between storing blockchain history to enhance security or optimizing storage for transaction consensus to increase speed.
Typically, farmers prioritize consensus for higher rewards, but this can undermine network security and decentralization in the long term. As blockchain networks expand, the storage requirements become more demanding, making this dilemma even more complex.

How Autonomys and Subspace Solve the Problem
Autonomys and Subspace introduce a groundbreaking solution by decoupling storage and consensus processes. Using their Proof-of-Archival-Storage (PoAS) model, farmers can focus on securely storing #blockchain data, while transaction processing and consensus occur on a separate network. This ensures that neither security nor efficiency is compromised.
With this approach, blockchain networks can maintain decentralization and security while scaling effectively. Farmers experience reduced storage burdens, and the network remains robust, making it ideal for decentralized #AI applications and other advanced blockchain use cases.
By resolving the Farmer's Dilemma, #Autonomys and #Subspace ensure that blockchain technology remains scalable, secure, and accessible to a broad range of participants, even those with basic hardware. #AI3

The farmer's dilemma presents a significant challenge for blockchain networks: how can farmers allocate storage effectively between maintaining blockchain history and achieving consensus?
Autonomys, leveraging the Subspace protocol, provides an innovative solution. By enabling efficient storage of blockchain history, farmers can enhance security and decentralization simultaneously. This approach not only solves the dilemma but also paves the way for advanced decentralized AI applications, making blockchain technology more accessible and efficient.
#farmers #Blockchain #AI3 #defi #Artificiallnteligence

It will be fun to read good news on the day $BTC turns the market upside down. #Dyor2024
The farmer's dilemma is that farmers in #blockchain networks have to make a decision on how to use their limited storage resources. In the face of this dilemma, farmers allocate these resources to preserve the history of the chain or open up the amount of space they promised. Rational farmers mostly prefer the second option. This choice threatens the security and decentralization of the network. #AutonomysNetwork offers farmers the opportunity to efficiently store their blockchain history with the #Subspace protocol, while preserving the state and history to a minimum. With Autonomys, farmers only list their transactions and verify them. The calculation and state preservation functions are performed by separate nodes. Thus, both storage and computational load are significantly reduced. Thanks to the efficient storage and processing methods provided by Autonomys, developers and users are offered larger areas. High efficiency and scalability are offered for decentralized artificial intelligence applications. A very important issue for projects with intensive data input, such as artificial intelligence applications, is solved in this way. As a result, Autonomys and Subspace make blockchain more efficient and accessible. #AI3

In today’s fast-paced world, artificial intelligence (AI) is growing by leaps and bounds, transforming industries and how we live our lives. But, as #AI3 evolves, so do the risks. How can we make sure that AI progresses in a way that’s safe and benefits everyone? That’s where Autonomys Network comes in.
Just as $BTC and $ETH has made their mark in the blockchain industry, Autonomys is here to ensure that AI development remains secure, transparent, and most importantly, ethical. At the heart of this project is #AutoID , a groundbreaking innovation that creates a universal digital identity for both humans and AI. Let’s break down how Autonomys is paving the way for a future where humans and AI can coexist safely and securely.

Basics of the Autonomys Network and Subspace protocol
The Autonomys Network is built using the Subspace protocol to ensure security and decentralization. Basically, it’s a network that keeps AI development in check by making sure there’s no single point of control. Here’s why that’s a big deal:
Security without a middleman: Since Autonomys distributes data across the network, there’s no central authority that can be attacked or corrupted.
Transparent decisions: With a decentralized consensus model, the network allows participants to validate transactions fairly and openly.
Scalability for the future: As the world’s need for AI solutions grows, Autonomys is designed to handle increased demand without compromising on security.
By decentralizing AI governance, Autonomys gives us a platform where AI can develop safely, without the risks of centralized control.

Auto ID benefits and its universal digital identity for both humans and AI
A major highlight of the Autonomys ecosystem is Auto ID. Imagine having a single, secure digital identity that works everywhere—whether you’re a human or an AI. Auto ID brings this idea to life. Here’s why it’s game-changing:
Verifiable and tamper-proof: Auto ID ensures that your identity is genuine, thanks to cryptographic security.
Portable and flexible: You can use your Auto ID across different platforms and services without hassle.
Secure: No more worrying about your personal information being compromised. Auto ID is built on blockchain, which means your data is safe and sound.
Interoperable: Whether you’re interacting with AI systems or using online services, Auto ID works across different platforms seamlessly.
In a world where AI is becoming part of our everyday lives, Auto ID gives us a secure way to interact with both humans and machines, ensuring trust and safety at every step.

How Auto Coin operates
No thriving ecosystem is complete without its own currency. That’s where Auto Coin comes in. It’s the digital currency that powers everything on the Autonomys Network. Whether you’re verifying identities or making secure data exchanges, Auto Coin ensures smooth, fast transactions. Here’s how it works:
Seamless transactions: Auto Coin makes it easy to earn, spend, and engage within the Autonomys Network.
Identity and data services: Whether you’re verifying an Auto ID or exchanging secure data, Auto Coin fuels these processes.
Incentivizing participation: By rewarding users who contribute to the network’s security and growth, Auto Coin encourages a thriving, decentralized economy.

The decentralized nature and consensus model of the Autonomys Network
The future of AI is exciting, but it needs to be handled responsibly. With Autonomys Network, we have a way to make sure that AI grows in a secure and ethical direction. By using tools like Auto ID and Auto Coin, Autonomys creates an environment where humans and AI can interact in a safe and transparent way.

Autonomys doesn’t just oversee AI development; it provides the foundation for AI and humans to collaborate in ways that are beneficial to both. In a world where AI’s role is expanding daily, projects like Autonomys are critical in keeping things on track.

Conclusion
As AI continues to advance, we need to ensure it remains a force for good. The Autonomys Network and Auto ID system are key to making this happen. With decentralization, security, and transparency at its core, Autonomys offers a vision of the future where both humans and AI can thrive together.

#AI3 #AutoID #SocialMining @DAO Labs

#GrayscaleConsiders35Cryptos Grayscale Announces 35 Altcoins on its Radar, including Artificial Intelligence and #DePIN projects. This news excited me a lot. So I thought I should accelerate my research in this area. Today I decided to write another article about #AutonomysNetwork , which provides infrastructure for scaling decentralized #AI3 applications on-chain. Our topic: The Farmer's Dilemma and proposed solutions.
Blockchain technology promises us decentralization, security and transparency. However, these advantages, along with the growth of blockchain data over time, lead to a problem called the “farmer's dilemma”. This dilemma arises when farmers contributing to the blockchain network need to decide how to use their storage space.
Farmers either increase the security of the network by storing the blockchain date, or speed up the verification of transactions by allocating more space for consensus.
A rational farmer usually chooses to allocate space for consensus, because this allows them to earn more rewards. But this choice could harm the long-term security of the network and jeopardize decentralization. This problem becomes even more pronounced in larger blockchain networks, because as the amount of data increases, so do the storage and transaction demands. So what is the solution to this problem that Autonomys offers?
The basis of the solution is the idea of separating storage and processing processes. In this system, farmers are only responsible for storing the blockchain history, and this data is duplicated many times. In this way, the secure protection of the data is ensured. On the other hand, transactions and consensus are carried out on a separate network. This, in turn, allows farmers to focus only on data storage operations.
With this approach, farmers’ storage burden is reduced while the security and decentralization of the network are maintained. This system offered by Subspace allows farmers to operate in an Ethereum - like model in a low-cost, efficient, and secure manner.

Unfortunately, the problems encountered are not limited to this. To illustrate the issue more clearly, you can review the infographic in which I summarize the other problem and what the solution of Autonomys' is.
As a result, Autonomys and Subspace solve the farmer’s dilemma by increasing the security and efficiency of blockchain networks while maintaining decentralization. This solution makes blockchain technology more scalable and sustainable.
If you need more technical details on this and other topics, feel free to review the source documentation.

#Autonomys is a pioneering project aimed at ensuring the safe and ethical development of unsupervised AI. At its core, the #AutonomysNetwork leverages a combination of decentralized technologies to build a future where human and #AI3 collaboration can thrive securely. I am glad I am early on this project through #AutonomysHUB on the @DAO Labs #SocialMining ecosystem.

The Autonomys Network, previously known as Subspace, is powered by the Subspace Protocol. This protocol combines Proof-of-Archival-Storage (PoAS) for secure data storage and Proof-of-Stake (PoS) for compute power. These mechanisms ensure decentralized, scalable solutions for AI-driven applications, while also enabling users to contribute to the network and earn rewards for storage and compute contributions.

A key element of the Autonomys platform is Auto ID, which provides a universal digital identity for both humans and AI. This decentralized identity system is designed to protect user privacy without relying on invasive biometrics. Auto ID is verifiable, portable, secure, and interoperable, allowing users to control access to their digital footprint and AI agents. The integration of Auto ID helps establish trust and accountability in interactions between humans and AI.

Another aspect of the Autonomys ecosystem is Auto Coin, a native digital currency used within the network. Auto Coin operates through the Autonomys Network’s decentralized consensus model, ensuring transparent and secure transactions across the platform. This facilitates the economic incentives for participants who contribute to the network, enhancing its decentralized infrastructure.

The decentralized nature of the Autonomys Network is further supported by its consensus models, enabling distributed decision-making and governance, making it a robust solution for developing AI applications that adhere to ethical guidelines. This focus on decentralization provides a safeguard against potential risks posed by unsupervised AI.
Autonomys aims to shape a future where AI development serves humanity’s best interests, empowering users to engage with AI in a secure and controlled environment.

👉 The basics of the Autonomys Network and Subspace protocol.
Autonomys Network is a blockchain system built on the Subspace #protocol . They aim to create an #ECOSYSTEM that is strengthened by user contributions. The Subspace protocol, on the other hand, offers important features such as high security, scalability and decentralization to its users. This system uses an innovative " Proof of Archival Storage" consensus mechanism for storing and processing data. In this way, more people can participate and contribute to the network. Users can participate in the network without requiring technical knowledge. Diversity and dynamism are added to the network with all transactions made. As a result, Autonomys Network allows users to play a more active role in the blockchain world.
👉 Auto ID and its universal digital identity for both humans and AI.
Auto ID is defined as a digital identity system developed for both humans and artificial intelligence. #AutoID allows users to securely verify their online identities. It helps them protect their privacy. Auto ID allows everyone to create and manage their own digital identity. People can create this identity themselves. Artificial intelligence systems can have these identities with the permission they receive from people. In this way, it is aimed to provide more transparent and reliable interactions in the digital world.
👉 The benefits of Auto ID
One of the most important advantages that makes Auto ID different is that it is verifiable. Users can verify their identities and the accuracy of the information provided under this identity with digital signatures. The identities created by Auto ID can be easily used on different platforms. When we look at it in terms of security, Auto ID tightly protects users' information using encryption methods. When we look at it in terms of security measures, an effective defense mechanism has been created against identity theft and fraud. When we look at the specifics of Auto ID systems, it allows different identities and information to be used in a way that is compatible with each other.
👉 How Auto Coin operates
Auto Coin is the local token used on the Autonomys Network. We can say that it is used as a reward system that encourages users to participate in the network. Users can earn Auto Coin by allocating free space on their computers and promising space through the Auto Peer application. With Auto Coin, users are given the opportunity to make transactions on the network. Users gain the necessary rights to perform transactions by staking a minimum amount of Auto Coin. Depending on the amount they stake, their chances of winning more rewards increase. They also contribute to the security of the network with the transactions they make. As a result of all the transactions made, the network continues to develop continuously and it also benefits new users.
👉 Decentralized Structure and Consensus Model of the Autonomys Network
Autonomys Network has a decentralized structure in its essence. We can think that the network is not controlled and managed by a single authority. Thanks to decentralization, more people are allowed to participate in the network and decision-making processes. The Subspace protocol uses an innovative consensus mechanism to ensure security. This mechanism checks the accuracy of the transactions made. It ensures that the network remains constantly secure. It is aimed to provide protection against malicious and incorrect attempts. . As a result, Autonomys Network offers a safe, fair and equal environment. #AI3

🎯 If I were to give a contemporary example of Auto ID,;
Let's think about the question of where and how we can use the Auto ID system today. I will complete my article by giving an example from the social media platform that is at our fingertips every minute. For example, you can log in to a social media site you use using your Auto ID. Since you will have authenticated your identity during the login, the content to be shared will be secured thanks to the identity information you have entered. The identity we create by another user will verify whether the content is fake or not. In the checks to be made by other users, it will be possible to see who created the identity. In this way, secure connections will be provided. Since trust is at the forefront, there may be a greater increase in interactions. #Dyor2024

We’re heading into a future where #AI3 is set to play a huge role in our daily lives. It’s no longer a question of “if” but “when.” As we approach this AI-driven world, the #AutonomysNetwork pioneering a bold new approach, one that emphasizes individual control and meaningful contribution, rather than passive reliance on AI.
What kind of future does this concept promise for humanity?

At the heart of Autonomys' vision is something called Radical Autonomy. This concept is all about empowering people to thrive alongside AI, rather than being dependent on it. Instead of pushing models like Universal Basic Income (UBI), which offer passive income, Autonomys provides decentralized tools that enable real participation. You can actively contribute and get rewarded through their Proof-of-Archival-Storage (PoAS) consensus, where you earn by contributing storage space to the network. It’s a model that promotes dignity through meaningful work, rather than handouts.

One of the standout features of Autonomys is Auto ID. This tool allows you to prove your humanity without invasive biometric scans or giving up control over your digital footprint. It’s about maintaining autonomy and security while working with AI in ways that benefit you.

With Artificial General Intelligence (AGI) on the horizon, it’s more important than ever to build frameworks that ensure #AI3 serves humanity’s values and something individuals at #SocialMining can benefit from. Autonomys is focused on creating those frameworks and empowering individuals with the tools they need to navigate and thrive in this new world.

The future of AI is coming fast. With Autonomys, you’re not just a spectator; you’re an active participant, shaping your own path in this exciting new era.

#SocialMining #AI3

The future of human autonomy in the digital realm is here. With Radical Autonomy, individuals can reclaim control over their digital identities, interactions, and data. This revolutionary concept, championed by #AutonomysNetwork ,redefines how we engage with technology, ensuring transparency, security, and personal empowerment.

Radical Autonomy offers more than just privacy—it promises absolute self-governance in the digital world. Imagine being in total control of your online presence, free from external interference. By empowering users with tools like Auto ID, Autonomys Network is paving the way for secure, verifiable identities linked to AI systems. This not only promotes trust but also ensures data provenance and accountability.
Autonomys Network envisions a future where humans collaborate with #AI seamlessly, fostering ethical innovation and societal growth. The decentralization of AI resources, combined with Radical Autonomy, empowers individuals to shape their digital futures on their own terms. No more reliance on passive technologies—Radical Autonomy promotes active engagement and decision-making in an interconnected world.
As we transition to the Age of Autonomy, Radical Autonomy is the key to unlocking new possibilities. By promoting transparency, trust, and self-determination, this vision of the future amplifies human potential rather than diminishing it. Autonomys Network is at the forefront of this shift, building a secure, equitable ecosystem for human-AI collaboration.
Join us on this journey toward a future of true digital self-governance with Radical Autonomy at its core.
#Autonomys #SocialMining #AI3

Radical Autonomy refers to the concept of individuals having complete control over their digital identities, data, and online interactions, free from external influences or centralized entities. This vision of digital self-governance is built on #decentralized technologies that empower people to make uncoerced decisions about their online presence and security. This has captured my interest since the inception of #AI3 focused #AutonomysNetwork . Thank goodness I am a social miner in #AutonomysHUB under the @DAO Labs #SocialMining Ecosystem.

Moving forward, Radical Autonomy promises a future where technology enhances human freedom rather than diminishing it. By creating decentralized systems like Autonomys' Auto ID, humans can establish secure, verifiable identities and interact with AI in a transparent, ethical manner. This shift could foster greater trust in digital environments and redefine human-AI collaboration, ensuring that technological advancements promote self-sufficiency and personal empowerment.
The future shaped by Radical Autonomy envisions a society where humans are not replaced by AI but rather augmented by it, unlocking individual potential and enabling people to flourish. Rather than being dependent on external systems, individuals and communities can innovate and evolve on their terms. This new era, called the "Age of Autonomy," supports a decentralized, transparent ecosystem where human agency is preserved, and collaboration with AI fosters growth, creativity, and ethical digital interactions.
Ultimately, Radical Autonomy sets the stage for a world where humans maintain control over their digital lives, and AI serves to empower rather than dominate. It promises a future of increased personal freedom, self-governance, and a balanced partnership between humanity and technology.

The future of AI is no longer something distant—it’s happening now. With Radical Autonomy, Autonomys Network is creating a new way for humans and AI to work together, driven by fairness and transparency.
🌐As we embrace the future, artificial intelligence (AI) is becoming a larger part of our daily lives. From simple tasks like virtual assistants to more complex systems like self-driving cars, AI is rapidly evolving. In fact, concepts such as Artificial General Intelligence (AGI) and Artificial Super Intelligence (ASI), which once seemed like science fiction, are now within reach.

At the forefront of this revolution is Autonomys Network, with its visionary approach of Radical Autonomy. But what exactly does Radical Autonomy mean for you and me? It’s about ensuring that as AI grows, it does so in a way that benefits everyone. By decentralizing AI development, we keep it fair, transparent, and free from control by a handful of powerful entities. Simply put, it’s about making sure AI serves humanity, not the other way around.

Decentralization The Key to Trust
One of the most important aspects of Radical Autonomy is decentralization. Using blockchain technology, Autonomys Network is building a system that keeps AI’s development open and accessible to all. No more secrets, no more unchecked power. Instead, we’ll have security, fairness, and trust baked into the very foundation of AI’s future.

A Brighter Tomorrow for All Industries
The impact of Radical Autonomy goes far beyond just technology. It’s set to transform key industries like healthcare, finance, and education. Imagine a world where AI-powered healthcare diagnostics are more accurate, financial systems are more transparent, and education is personalized for every learner. By cutting out middlemen, these industries will not only become more efficient but more trustworthy too.

Why It Matters
This is not just about creating smarter machines. It’s about creating a world where humans and AI work together for the betterment of society. With Radical Autonomy, we’re building a future where AI’s progress is ethical, transparent, and a force for good.

Get Involved
Autonomys Network is leading the way to this new, decentralized future. Want to be part of this change? Join the movement today, and together, we can ensure that AI continues to evolve in a way that benefits all of humanity.
#AutonomysNet #SocialMining #AI3 #Blockchain

🔥 Today, I will talk about Radical Autonomy from the perspective of #SocialMining . Radical autonomy is the state of control of all information belonging to individuals or organizations by individuals or organizations. In other words, I am the only one who owns my information in the digital world. 😃 Let's not forget that #ElonsMusk and #donaldtrump are also here . #AI3
So what opportunity does Radical Autonomy offer here?
🎯 Radical autonomy offers us the opportunity of Auto ID. Auto ID is a digital identity standard that everyone can access and own. With this system, secure and verifiable identities are created. Auto ID has a structure open to every person in the world. Imagine that artificial intelligence and autonomous agents, which continue to develop today, work in connection with these digital identities. Thanks to Auto ID, the results and actions of the systems can be tracked more easily. You may have a question in your mind, how will our management situation be?
👀 People have the chance to manage their identities securely with Auto ID. Auto ID helps verify online content. Thus, a more secure environment is created in digital interactions. As users, we will be able to control our identities and have the chance to share them with others if we wish. Digital identities will contribute to the prevention of fraud. It will allow us to easily verify our identity. As a result, Auto ID will be a useful application for both individuals and communities. It would be crazy not to see that the future could be here.
⭐ I tried to explain Auto ID, one of the basic concepts under the roof of Autonomys. Autonomys aims to create a strong ecosystem between humans and artificial intelligence as a vision. While providing this, it allows all people in the network to access AI resources securely. It provides this thanks to the transparency of blockchain technology.
⚡ #AutonomysNetwork offers us the opportunity to recognize the opportunities of the future early. If you want to contribute to Autonomys, you can become a social miner and earn rewards. You will both contribute to the project you support and have the right to receive rewards.

Imagine a world where you hold the reins of your digital destiny – a future where your personal data, online identity, and autonomous creations are firmly under your control. This is the promise of Radical Autonomy, a transformative vision that is shaping the rapidly evolving landscape of artificial intelligence (AI).
As AI advances at a breathtaking pace, it's crucial that we, as individuals, maintain a firm grip on our digital rights and autonomy. This is where Autonomys Network steps in, offering a decentralized ecosystem where humans and AI collaborate as equal partners.
At the heart of this groundbreaking initiative lies Auto ID, a versatile digital identity standard that is open to all. This revolutionary system ensures that your online persona is secure, verifiable, and inextricably linked to the AI models you have created or influenced. By fostering authenticity and accountability, Auto ID empowers you to truly own your digital existence, free from the constraints of centralized control.
But Autonomys Network is more than just a technological marvel; it's a vibrant, self-sustaining community where humans and autonomous agents (dAgents) work in harmony. Through a captivating incentivized participation model, you become an active architect of the Age of Autonomy, shaping the future with your unique contributions.
Envision a society built on the principles of self-determination, where AI amplifies and celebrates human autonomy, rather than diminishing it. Autonomys Network aims to bring this vision to life, creating a decentralized, AI-powered world where humanity can thrive, unencumbered by the limitations of the past.
Join the revolution and embrace Radical Autonomy – a future where you are the master of your digital destiny, collaborating with AI to forge a world of endless possibilities. The time to shape the future is now!
#SocialMining #AI3

Autonomys Network has secured a unique place in the decentralized AI space with its innovative modular blockchain and permanent distributed storage. But what makes it even more promising is the high-level support it receives from crypto market veterans and blockchain labs.

Partner Highlights

Consensys Mesh provides the infrastructure to help the Autonomys ecosystem thrive in the Web3 era. Their support enables seamless integration with decentralized protocols.

Alumni Ventures has been a strategic partner, offering financial backing that ensures the sustainable growth of the Autonomys Network.

Web3 Foundation advocates for decentralization, fostering Autonomys' vision of a decentralized AI future and interoperability with other major blockchain networks.

Pantera Capital brings its expertise in tokenomics and fosters ecosystem expansion for Autonomys, especially focusing on DeFi and scalable solutions.

KR1 is known for its commitment to decentralized finance, backing Autonomys' DeFi-related projects and its decentralized storage plans.

Coinbase Ventures offers the critical tools needed for driving mass adoption while enhancing security and ease of use for the platform.

These partnerships are pivotal in ensuring the success of Autonomys and its vision for an AI-powered decentralized future. Each partner brings something unique to the table, helping the network become a cornerstone of the Web3 x AI infrastructure.

#AI3 #SocialMining