# Proof of Work Related Articles

HTX News Center provides the latest articles and in-depth analysis on "Proof of Work", covering market trends, project updates, tech developments, and regulatory policies in the crypto industry.

PRL Surges Over 60% in a Week: How Does Pearl Enable AI Computing Power to Mine While Performing Inference?

Pearl Research (PRL), a project in the AI crypto space, has seen its token price surge over 60% in a week and 250% in 30 days, reaching a market cap of ~$6.5B. The core innovation is its Proof of Useful Work (PoUW) consensus mechanism, which aims to enable GPUs to perform AI computations (like inference) while simultaneously mining the Pearl blockchain, creating a potential dual revenue stream from AI service fees and PRL block rewards. An early commercial case involves a partnership with Together AI, offering discounted inference services subsidized by expected mining rewards. However, a key challenge and point of debate is distinguishing between *useful* AI computations from paying clients and *synthetic* matrix calculations generated purely for mining rewards. Independent research suggests miners can currently earn rewards without running full AI models for real clients. Technically, Pearl replaces traditional PoW hashing with matrix multiplication, a fundamental AI operation. Its long-term value hinges on increasing the proportion of paid, real-world AI inference tasks on its network. The project faces other hurdles: PRL has a maximum supply of 2.1B tokens with only ~16.4% currently circulating, leading to a high fully diluted valuation (FDV) of nearly $40B. Continuous mining issuance (est. ~1M PRL daily) creates ongoing sell pressure. For the current valuation to be sustainable, Pearl must demonstrate scalable commercial demand and establish clearer value accrual mechanisms for the PRL token beyond block rewards.

marsbit13h ago

PRL Surges Over 60% in a Week: How Does Pearl Enable AI Computing Power to Mine While Performing Inference?

marsbit13h ago

Earning on Uselessness? How the Proof of Useful Work Consensus Works

Earning from the Useless? How Proof of Useful Work Consensus Works Classical cryptocurrency mining, like Bitcoin's Proof of Work (PoW), secures the network and prevents double-spending by performing computationally intensive "useless" hash calculations. Proof of Useful Work (PoUW) aims to solve this by making the work miners do valuable beyond the blockchain. The goal is for computational power securing the network to simultaneously solve problems in fields like medicine, astronomy, or AI. However, implementing PoUW faces significant challenges: 1. **Providing Useful Work**: Unlike uniform hash calculations, useful tasks are rarely identical or consistently available, making fair, parallel work distribution difficult. 2. **The Blockchain Trilemma**: Verifying complex "useful" solutions can be slower than verifying a simple hash, potentially harming scalability and security. 3. **Solution Uniqueness**: Solutions must be unique for each block to prevent reuse. 4. **Predictable Effort**: The system must ensure fair competition with predictable costs, preventing participants from cherry-picking only easy tasks. 5. **Economic Model**: The "useless" work in PoW has intrinsic value—it secures the network and incurs real costs (hardware, electricity), which contribute to a cryptocurrency's economic foundation and valuation. Replacing it with externally valuable work complicates this economic incentive structure. Examples of projects exploring PoUW concepts include: * **Primecoin (2013)**: The first major PoUW attempt, where mining involved searching for special chains of prime numbers, contributing to mathematics. * **Gridcoin**: Rewards participants for contributing computational power to scientific projects via the BOINC platform, though it uses PoS as its base consensus. * **Flux**: A decentralized cloud infrastructure where nodes perform real computational work like hosting and AI tasks under a PoUW v2 model. Other networks like Bittensor (machine learning) and Render Network (GPU rendering) also align with the broad idea of useful computation. In conclusion, while PoUW seeks to merge blockchain security with practical problem-solving, it currently grapples with technical and economic hurdles. Despite these challenges, the concept continues to evolve, indicating persistent interest in making computational work genuinely useful.

cryptonews.ru08/16 20:42

Earning on Uselessness? How the Proof of Useful Work Consensus Works

cryptonews.ru08/16 20:42

Michael Saylor Compares Bitcoin and Gold!

Michael Saylor, founder of MicroStrategy, argues that Bitcoin fundamentally changes how wealth is stored and transferred by transforming digital scarcity into economic value. He describes Bitcoin as the first digital monetary network, combining computers, digital networks, and cryptography. It digitizes monetary assets, allowing their supply to be controlled by public protocols rather than institutions, thus converting economic value into information transmissible over global networks. Comparing Bitcoin to gold, Saylor states that while increasing Bitcoin's supply is harder, its integration with software and transfer is easier. He highlights Bitcoin's proof-of-work mechanism, which ties it to the physical world by consuming real energy to secure the ledger, making past transactions immutable. This creates a shared security system involving miners, energy companies, and investors. Saylor suggests "digital monetary energy" is a more accurate term than "digital gold." He emphasizes that the Bitcoin network is an adaptive ecosystem of miners, nodes, developers, and users. Its core design is intentionally simple, focused on maintaining a secure ledger for scarce digital assets, with complex functionalities built in higher-layer applications. This architecture allows Bitcoin to serve as a foundation for transmitting value and fostering innovation in payments and financial services. Saylor notes Bitcoin's deeper impact lies in creating digital sovereignty, where private keys give individuals permissionless control over their economic power, with ownership verified mathematically, not by institutions. He concludes that while gold's physical scarcity makes it money, Bitcoin's digital scarcity does the same, characterizing Bitcoin as the monetary energy of the digital age.

cryptonews.ru08/16 10:45

Michael Saylor Compares Bitcoin and Gold!

cryptonews.ru08/16 10:45

If Ethereum Had Never Switched from PoW to PoS: An Unrealized Game

"The Great Merge: What If Ethereum Had Stayed on PoW?" This article explores a counterfactual scenario: What if Ethereum had not transitioned from Proof-of-Work (PoW) to Proof-of-Stake (PoS) in 2022? It examines the potential trade-offs of this historical decision. The key argument for a continued PoW path is the missed opportunity in the AI era. Ethereum's GPU miners, unlike Bitcoin's specialized ASICs, could have formed a massive, globally distributed computing network. This infrastructure might have evolved into a decentralized AI cloud, giving Ethereum a strategic position in the AI compute market. Critics argue the switch to PoS prematurely ended this possibility. However, sticking with PoW would have carried significant costs. PoS drastically reduced ETH's daily issuance and miner sell pressure, aiding its "digital gold" narrative and attracting institutional capital. PoW's higher, continuous inflation could have hindered price stability. Furthermore, PoS provides greater design flexibility for scaling solutions (like Rollups and data blobs) and aligns better with environmental (ESG) and regulatory concerns for mainstream finance adoption. In conclusion, the shift from PoW to PoS represented a fundamental strategic choice between two distinct paths: one potentially leading to a smart-contract-enabled "digital commodity" network with vast compute resources, and the other aiming to become a global, efficient settlement layer for the digital economy. The rise of AI has only made the road not taken more intriguing to contemplate.

marsbit08/12 15:21

If Ethereum Had Never Switched from PoW to PoS: An Unrealized Game

marsbit08/12 15:21

活动图片