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

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 an effort to make blockchains more energy-efficient, egalitarian, and decentralized, several new protocols employ consensus based on Proofs-of-Capacity (PoC), which replace compute-intensive mining with storage-intensive farming. We observe that PoC consensus introduces a unique mechanism design challenge, referred to as the farmer’s dilemma, which suggests that existing constructions are not actually incentive compatible.Simply put, farmers must decide whether to allocate scarce storage resources towards either maintaining the chain state and history or maximizing the amount of space they pledge towards consensus. Rational farmers will always choose the latter, at best becoming light clients, while at worst encouraging pooled farming under a few trusted operators. To resolve this dilemma, we introduce Subspace, a PoC blockchain in which farmers maintain neither the state nor the history, while retaining the security properties and decentralization benefits of a full node.Consensus in Subspace is based on proofs of replicated storage of the history of the blockchain itself. Farmers store the history collectively, many times over, with each farmer storing as many replicas as their disk space allows. Consensus and computation are then decoupled, such that farmers only propose an ordering for transactions, while staked executor nodes maintain the state and compute transitions.This separation of concerns significantly reduces the storage and compute overhead needed to operate a farmer, even in an Ethereum-style execution model, allowing for high levels of participation in consensus by ordinary users with commodity hardware.#SubspaceNetwork #Subspace

What is subspace? This is a question I am often asked, and lately have been asking myself more and more. As the original author of the subspace white paper and the co-founder of the company building subspace, I feel uniquely qualified to answer this question. Subspace is a novel consensus protocol and technical architecture that allows for the establishment of a network of secure, scalable, decentralized, and energy-efficient blockchains. The vision of the subspace protocol has always been to create the foundation for the next generation of global digital infrastructure. But, to be clear, subspace is still just a technology. This technology is certainly noteworthy, as it solves all of the core technical challenges facing blockchains and it does actually pave the road for mass adoption of blockchain-based applications and services. However, the subspace protocol itself does not address the far more difficult question of why we need scalable blockchain infrastructure in the first place.
At the same time, despite over fifteen years of experimentation by a passionate global community, blockchains (regardless of whether or not they scale) remain an interesting technical solution that is still searching for a universal, compelling, real world problem to solve. As it stands, the most widely adopted use case of blockchain technology to date has been financial speculation, whether it be in the form of cryptocurrencies, decentralized finance (DeFi), or Web3. This hyper-focus on speculation and the numerous abuses that it has enabled, most recently demonstrated by the collapse of the FTX exchange, have tarnished the public perception of blockchain technology. For much of the world, blockchain is seen as either a way for fraudsters to pull off massive Ponzi schemes on an unsuspecting public, or a new kind of easy money that allows those who can spot the next best investment opportunity to get rich quick.
The core contributors to the subspace protocol have long-sought to build a project that could break out of this speculative trap, by creating an infrastructure layer that was able to support more meaningful and impactful use cases. Up to this point, we have attempted to bridge this gap by articulating the value of subspace in terms of its technical features alone. This has proven to be a mistake. In reality, the true value of subspace does not lie in the core technology, but in what that technology enables. Until now, what subspace actually unlocks has been elusive, even to those of us who have dedicated the last six years of our lives to building it.
But along our journey, the world has changed, and we would all do well to take notice. Regardless of how we feel about it, accelerating advances in Artificial Intelligence (AI) are quickly transitioning humanity into the Age of AI. It is no longer a question of if AI will surpass human intelligence, but rather how soon it will happen and what, if anything, we may do to influence the ultimate outcome. Moreover, any industry, organization, or individual who chooses to ignore AI will soon find themselves irrelevant and largely beholden to those who have instead chosen to engage with it. Subspace is no exception. While the above facts are becoming increasingly clear to the rest of the world, where we are ultimately headed and the role of blockchain in this new age remain unclear.
I have chosen to engage with AI and have also sought to understand it in a systematic and holistic manner, in the same way that I approached blockchains when I began working on subspace six years ago. Given my unique perspective at the intersection of blockchain and AI, I have drawn my own conclusions regarding where we might be headed and what role blockchain may hold in helping humanity to arrive at a positive outcome. As described in greater detail below, I have become convinced that the core value proposition of blockchain technology lies in its unique ability to secure, constrain, and control AI; allowing blockchains to serve as a mediating force between humanity and ever more capable AI systems, such as Artificial General Intelligence (AGI) and Artificial Super Intelligence (ASI). In short, blockchains will help make AI safe for all humanity.
Given the critical role blockchains will play in the Age of AI, the ultimate use case for the subspace protocol is now much more clear. Our network will serve as the backbone of a global safety layer for AI. In order for us to be successful in this endeavor, we will need to make several changes to our project as we prepare for the imminent launch of our network. Perhaps the most significant change is that we have chosen a new name for the project. Recognizing that subspace is a technology, what we need is a name that captures the value provided by this technology in a clear and meaningful way. That name is Autonomys. From this day forward our project will be known as Autonomys, the first network for both humans and AI. The subspace protocol will remain a core component of the Autonomys technology stack, but we must recognize that subspace is not what we are, instead it is what will allow us to make an impact on the world.
#SubspaceNetwork #Subspace $DOT

The Subspace Network lets developers run Web3 apps at Internet scale. It provides a simple interface for quickly deploying multi-chain decentralized apps that auto-scale with demand. Subspace is powered by a new eco-friendly, 4th generation blockchain that enables massively scalable on-chain storage and compute without compromising security or decentralization. It seamlessly integrates with existing blockchains, layer two protocols, and decentralized applications, allowing it to serve as a foundational infrastructure layer for the entire Web3 ecosystem. Subspace will empower builders to unlock the next wave of crypto adoption by supporting NFTs, GameFi, and the Metaverse at Internet scale.
#SubspaceNetwork #Subspace