{"id":24406,"date":"2025-05-30T19:30:00","date_gmt":"2025-05-30T16:30:00","guid":{"rendered":"https:\/\/forklog.com\/en\/beyond-the-blockchain-useful-mining-and-the-proof%e2%80%91of%e2%80%91useful%e2%80%91work-concept\/"},"modified":"2025-05-30T19:30:00","modified_gmt":"2025-05-30T16:30:00","slug":"beyond-the-blockchain-useful-mining-and-the-proof%e2%80%91of%e2%80%91useful%e2%80%91work-concept","status":"publish","type":"post","link":"https:\/\/u1f987.com\/en\/beyond-the-blockchain-useful-mining-and-the-proof%e2%80%91of%e2%80%91useful%e2%80%91work-concept\/","title":{"rendered":"Beyond the blockchain: \u201cuseful\u201d mining and the Proof\u2011of\u2011Useful\u2011Work concept"},"content":{"rendered":"<p>As entire countries <a href=\"https:\/\/u1f987.com\/en\/news\/crypto-bhutan-how-one-of-the-worlds-most-closed-countries-pioneered-green-mining\">set an example<\/a> of efficient mining, ForkLog\u2019s editors wondered whether it is possible to go beyond the paradigm \u2014 to channel vast computing power for good, rather than confining the technology to hash calculation.<\/p>\n<p>Having studied information compiled by Web3 enthusiast Danil Ivanov on the \u201cuseful\u201d consensus mechanism Proof-of-Useful-Work (PoUW), we concluded this is the right direction of travel. Sergey Golubenko shares the findings.<\/p>\n<h2 class=\"wp-block-heading\">A useful user of the 1990s<\/h2>\n<p>In January 1997, the RC5-56 cryptographic challenge began on distributed.net. The task was to find an encryption key for a specific algorithm. Over eight months, a group of participants cracked 56-bit encryption. After that success, a 64-bit key was targeted and found five years later, in 2002.<\/p>\n<p>Alex Petrov, an expert in PoW mining and chip production and co-founder of HyperFusion, told ForkLog about his experience and the start of his career:<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u00abI took part in RC5-56 and even led a team that ranked near the top. Back then two people nudged me to dive into analysing the RC, MD5 and SHA algorithms. Alex Biryukov \u2014 through his 1998 research \u2014 and the creator of the equihash\/aragon2 algorithm Dmitry Khovratovich, who is still active today\u00bb<\/em>.<\/p>\n<\/blockquote>\n<p>In 1999 the distributed-computing platform <span data-descr=\"Search for Extra-Terrestrial Intelligence at Home \u2014 the search for extraterrestrial intelligence at home\" class=\"old_tooltip\">SETI@home<\/span> was released. Built on the University of California, Berkeley\u2019s <span data-descr=\"Berkeley Open Infrastructure for Network Computing\" class=\"old_tooltip\">BOINC<\/span>, it let people join the search for extraterrestrial intelligence. The installed software processed small chunks of radio-astronomy data. People donated idle PC resources to science \u2014 much like <a href=\"https:\/\/u1f987.com\/en\/news\/tokens-for-noise-and-a-web3-alternative-to-google-maps-the-most-interesting-depin-projects\">DePIN<\/a> applications today, only without financial incentives.<\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"754\" src=\"https:\/\/u1f987.com\/wp-content\/uploads\/Seti_home-1024x754.png\" alt=\"Seti_home\" class=\"wp-image-259662\" srcset=\"https:\/\/u1f987.com\/wp-content\/uploads\/Seti_home-1024x754.png 1024w, https:\/\/u1f987.com\/wp-content\/uploads\/Seti_home-300x221.png 300w, https:\/\/u1f987.com\/wp-content\/uploads\/Seti_home-768x566.png 768w, https:\/\/u1f987.com\/wp-content\/uploads\/Seti_home.png 1128w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Interface of the SETI@home software for the search for extraterrestrial civilisations. Source: <a href=\"https:\/\/ru.wikipedia.org\/wiki\/SETI@home\">Wikipedia<\/a>.<\/figcaption><\/figure>\n<p>In 2020 the project was put on hold after the closure of the Arecibo Observatory.<\/p>\n<p>Many programmes on BOINC helped scientists and researchers in astrophysics and in modelling three-dimensional dynamic maps of stellar streams.<\/p>\n<p>Riding the trend, universities released their own software. In 2000 Stanford launched protein-folding simulations to help in the fight against common diseases such as cancer and Alzheimer\u2019s.<\/p>\n<p>Thousands of similar programmes were launched; many still run.<\/p>\n<h2 class=\"wp-block-heading\">Crypto-hope and the foundations of PoUW<\/h2>\n<p>Former IOHK employee and Ergo founder <a href=\"https:\/\/u1f987.com\/en\/news\/bitcoin-surges-past-69000-amid-meme-rally-and-binances-nigerian-troubles\">Alexander Chepurnoy<\/a> recalled the popularity of peer-to-peer (P2P) computer networks in those years.<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u00abAt the turn of the 1990s and 2000s there was a P2P boom, and the first virtual currency for rewarding participants appeared after the 2001 launch of the file-sharing network Mojo Nation. However, the startup failed, partly due to poorly designed rewards\u00bb.<\/em><\/p>\n<\/blockquote>\n<p>He added that problems usually lurk in the details. When it comes to tokens distributed for useful work, one must always balance supply and demand to avoid a death spiral.<\/p>\n<p>Fast forward to 2013 \u2014 bitcoin had existed for five years and Ethereum was two years away. The young blockchain industry brimmed with crypto-enthusiasm without a total fixation on profit.<\/p>\n<p>Gridcoin and Primecoin were the first crypto-startups to marry utility and monetisation. While the notion of PoUW was only approaching realisation, early protocols toyed with terminology. The former opted for Proof-of-Research; the latter for Proof-of-Work based on prime number search.<\/p>\n<p>Gridcoin rewarded participants in scientific computations. Initially the system ran on PoW, but by 2014 it had moved to Proof-of-Stake (PoS), while keeping incentives for participating in BOINC projects. Consensus relied on staking, with scientific work layered on top to determine rewards.<\/p>\n<p>Primecoin was the first experiment in which blockchain computation yielded scientific value. Its creator proposed abandoning classical hashing in favour of rare chains of prime numbers \u2014 <a href=\"https:\/\/ru.wikipedia.org\/wiki\/%D0%A6%D0%B5%D0%BF%D1%8C_%D0%9A%D0%B0%D0%BD%D0%BD%D0%B8%D0%BD%D0%B3%D0%B5%D0%BC%D0%B0#:~:text=%D0%A6%D0%B5%D0%BF%D1%8C%20%D0%9A%D0%B0%D0%BD%D0%BD%D0%B8%D0%BD%D0%B3%D0%B5%D0%BC%D0%B0%20(%D1%86%D0%B5%D0%BF%D1%8C%20%D0%BF%D0%BE%D1%87%D1%82%D0%B8%20%D1%83%D0%B4%D0%B2%D0%BE%D0%B5%D0%BD%D0%BD%D1%8B%D1%85,%D0%B2%20%D1%87%D0%B5%D1%81%D1%82%D1%8C%20%D0%BC%D0%B0%D1%82%D0%B5%D0%BC%D0%B0%D1%82%D0%B8%D0%BA%D0%B0%20%D0%90%D0%BB%D0%B0%D0%BD%D0%B0%20%D0%9A%D0%B0%D0%BD%D0%BD%D0%B8%D0%BD%D0%B3%D0%B5%D0%BC%D0%B0.&#038;text=%D0%A6%D0%B5%D0%BF%D0%B8%20%D0%9A%D0%B0%D0%BD%D0%BD%D0%B8%D0%BD%D0%B3%D0%B5%D0%BC%D0%B0%20%D0%B8%D0%BD%D0%BE%D0%B3%D0%B4%D0%B0%20%D0%BE%D0%B1%D0%BE%D0%B1%D1%89%D0%B0%D1%8E%D1%82%20%D0%BA%D0%B0%D0%BA,%D0%B2%D0%B7%D0%B0%D0%B8%D0%BC%D0%BD%D0%BE%20%D0%BF%D1%80%D0%BE%D1%81%D1%82%D1%8B%D1%85%20%D1%86%D0%B5%D0%BB%D1%8B%D1%85%20a%2C%20b.\">Cunningham chains<\/a>.<\/p>\n<p>That period brought a conceptual understanding of \u201cuseful\u201d work \u2014 long before the term Proof-of-Useful-Work appeared.<\/p>\n<p>In 2014 there were attempts to steer mining energy towards practical ends. One was Permacoin, where network participants engaged in distributed storage of valuable data. Correctness was checked via a Proof-of-Retrievability algorithm.<\/p>\n<p>The next project, CureCoin, launched the same year, took part in the Folding@home initiative, with a cryptocurrency serving as a bridge between a decentralised economy and scientific tasks.<\/p>\n<h2 class=\"wp-block-heading\">A clear formulation \u2014 and plenty of problems<\/h2>\n<p>The term PoUW was first used in 2017. A <a href=\"https:\/\/eprint.iacr.org\/2017\/203\">paper<\/a> \u2014 Proofs of Useful Work by Marshall Ball, Alon Rosen, Manuel Sabin and Pratik Gopalan \u2014 was expanded in 2021.<\/p>\n<p>The authors set the main goal: to design a PoW scheme in which computational resources are not wasted but applied to meaningful tasks beyond the blockchain. The key criteria are:<\/p>\n<ul class=\"wp-block-list\">\n<li>the task must be computationally hard;<\/li>\n<li>its solution must be fast and reliably verifiable;<\/li>\n<li>and the result must have practical value outside the cryptographic system.<\/li>\n<\/ul>\n<p>Alexander Chepurnoy pointed out a raft of difficulties with this concept:<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u00abFor fairness, PoUW requires that any task randomly chosen by a miner be indistinguishable from a randomly selected one, and that difficulty not vary from case to case. Otherwise miners will try to pick easy tasks and drop off after solving them. It is also necessary to ensure that private optimisations for specific GPU models, or improvements in FPGA\/ASIC hardware, do not yield a large advantage\u00bb.<\/em><\/p>\n<\/blockquote>\n<p>He added that, in bitcoin mining, an AsicBoost optimisation was found at one point and exploited by some hardware makers. Many of these issues surfaced in Primecoin, whose network set several world records.<\/p>\n<p>Web3 developer and Everstake founder Sergey Vasilchuk shared his view with ForkLog:<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u00abTo me, PoUW is more a label than a fundamentally new model. In essence, many solutions already use this approach without calling themselves PoUW. Look at <\/em><em>Chainlink<\/em><em>, <\/em><a href=\"https:\/\/u1f987.com\/en\/news\/wormhole-distributes-617-million-w-tokens-in-airdrop\"><em>Wormhole<\/em><\/a><em> or <\/em><a href=\"https:\/\/u1f987.com\/en\/news\/pyth-network-unveils-lazer-oracle-with-1-millisecond-updates\"><em>Pyth<\/em><\/a><em> \u2014 these are examples of real Proof-of-Useful-Work without marketing tags\u00bb.<\/em><\/p>\n<\/blockquote>\n<p>In the context of viability, he sees the main driver as the market and its users.<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u00abChances of success do not depend on the type of consensus. Validators will support any model if it makes economic sense. And economics emerge only where there is user activity. Only the model that addresses real market needs works \u2014 not the other way round\u00bb<\/em>, the Everstake CEO noted.<\/p>\n<\/blockquote>\n<p>The multifaceted nature of PoUW invites reflection on all its aspects. Alex Petrov offered an ethical lens and a question of perception:<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u00abI will leave aside for now the emotional label \u2018meaningless cryptographic task\u2019 \u2014 because it is meaningless only from the outside world\u2019s point of view; for the network it is useful and functional. In my view, all cryptography fulfils the most important task for it (or for a network like Bitcoin): security. The moral-political dilemma \u2014 the \u2018right\u2019 or \u2018wrong\u2019 use of energy and resources, goals and some \u2018useful\u2019 tasks for someone outside this network \u2014 is where politicians and sociologists can argue endlessly. There are many examples where costs and benefits are not always obvious or do not please everyone\u00bb.<\/em><\/p>\n<\/blockquote>\n<h2 class=\"wp-block-heading\">That still needs proving<\/h2>\n<p>Satoshi Nakamoto\u2019s consensus mechanism was not chosen by accident, and attempts to replace or refine it can simply make things more complex.<\/p>\n<p>Petrov noted the positives of PoW:<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u00abVerification in PoW is extremely simple and fast \u2014 that is its beauty. A validator node receives block data, checks the hash, compares it with the target\/difficulty and everything is clear \u2014 yes or no. Usually this is one or a few cryptographic operations and a simple comparison, performed even offline\u00bb.<\/em><\/p>\n<\/blockquote>\n<p>The next stage in PoUW\u2019s development was <span data-descr=\"Resource-Efficient Mining\" class=\"old_tooltip\">REM<\/span>, presented in 2017 by researchers from Cornell University. The system used hardware to attest to a miner\u2019s real computations in order to produce verifiable proofs of useful work.<\/p>\n<p>In 2022 a team from IOHK <a href=\"https:\/\/forum.cardano.org\/t\/ofelimos\/106532\">presented<\/a> a PoUW protocol prototype. Ofelimos uses combinatorial-optimisation problems to select a leader. The developers replaced the traditional PoW puzzle with an optimisation task while preserving resistance to attacks and mathematical rigour.<\/p>\n<p>According to Alexander Chepurnoy, Ofelimos reliably prevents miners from cherry-picking easy tasks. The protocol supports a broad class of problems, including popular ones in machine learning and ZKP generation. It still leaves many economic and implementation issues.<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u00abUseful tasks with rewards somehow have to appear in the network, while possible collusion between task submitters and miners must not affect consensus. Nor should we forget minimising private optimisations in software and hardware\u00bb<\/em>, he added.<\/p>\n<\/blockquote>\n<p>A separate line of PoUW research involves cryptographic proofs \u2014 SNARKs and <a href=\"https:\/\/u1f987.com\/en\/news\/scaling-from-zero-how-zkps-are-evolving-in-2024\">other forms of ZKP<\/a>. Lately developers have used a specific term: zk-PoUW.<\/p>\n<p>Such methods let one verify correctness without redoing the work itself.<\/p>\n<p>In 2023, Brno-based researcher Richard Gazdik <a href=\"https:\/\/excel.fit.vutbr.cz\/submissions\/2025\/095\/95.pdf#:~:text=The%20increasing%20demand%20for%20efficient,knowledge\">proposed<\/a> a scheme in which miners not only perform computations but generate zk-SNARK proofs for specified tasks along the way. The architecture works like a marketplace: users submit tasks that require proof generation; miners solve them for a reward. The block is produced by the participant whose proof verifies.<\/p>\n<p>A recent <a href=\"https:\/\/excel.fit.vutbr.cz\/submissions\/2025\/095\/95.pdf#:~:text=Previous%20research%20by%20Ing,at%20the%20application%20layer%20and\">study<\/a> by Samuel Oleksak demonstrated embedding SNARK proofs directly into the consensus layer of an experimental blockchain.<\/p>\n<p>Crypto startup teams and modern blockchains are trying to implement PoUW in practice.<\/p>\n<p>In the <a href=\"https:\/\/wiki.internetcomputer.org\/wiki\/Proof_of_Useful_Work\">technical documentation<\/a> for <a href=\"https:\/\/u1f987.com\/en\/news\/internet-computer-the-swiss-army-knife-for-cloud-computing\">Internet Computer<\/a>, \u201cuseful\u201d work is described as an architectural component \u2014 the way Internet Computer Consensus (ICC) creates the blockchain. The Network Nervous System (NNS) DAO built atop this mechanism coordinates protocol upgrades.<\/p>\n<p>Another project \u2014 Flux \u2014 lets users deploy applications and services in a Web3 cloud. It is more a hybrid of a compute platform and a blockchain.<\/p>\n<p>This DePIN project uses PoW with the ZelHash algorithm, a fork of Equihash, on the main blockchain with FluxNodes masternode infrastructure. Blocks are created by PoW, while the \u201cuseful\u201d work is performed by nodes processing users\u2019 applications.<\/p>\n<p>On the Internet Computer forum discussion of PoUW, a user nicknamed ZackDS <a href=\"https:\/\/forum.dfinity.org\/t\/difference-between-proof-of-useful-work-and-internet-computer-consensus\/19348\/7\">mentioned<\/a> Flux:<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u00abHalf the network is mining on GPUs, and the other half is staking tokens simply to be able to deploy anything via Docker. That in itself isn\u2019t necessarily bad \u2014 I just don\u2019t think it fits a blockchain\u00bb.<\/em><\/p>\n<\/blockquote>\n<p>Alex Petrov on the size of the PoUW-implementation challenge:<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u00abFirst you need to check the correctness of the task formulation, to ensure it is legitimate and meets the network\u2019s criteria. Verification of results in PoUW is significantly more complex than in PoW\u00bb.<\/em><\/p>\n<\/blockquote>\n<p>Proposed verification options for PoUW:<\/p>\n<ul class=\"wp-block-list\">\n<li>full recomputation (rare). If the task is small, one can repeat the computation entirely. But that defeats the idea of saving on verification;<\/li>\n<\/ul>\n<ul class=\"wp-block-list\">\n<li>partial checking \u2014 sampling some key points or aspects of the solution;<\/li>\n<\/ul>\n<ul class=\"wp-block-list\">\n<li>cryptographic proofs such as zk-SNARKs\/STARKs. This approach can and should be fast \u2014 proof generation by the miner is hard, and that is what ensures security;<\/li>\n<\/ul>\n<ul class=\"wp-block-list\">\n<li>consensus-based checking by other verifiers (less decentralised) \u2014 several nodes verify and confirm the result;<\/li>\n<\/ul>\n<ul class=\"wp-block-list\">\n<li>statistical methods, for tasks where the exact solution is not unique or where solution quality can be assessed comparatively.<\/li>\n<\/ul>\n<p>In his words, checking uniqueness is one of the hardest parts, since the \u201cdifficulty\u201d of a useful task can be hard to formalise and to compare with a PoW puzzle.<\/p>\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/lh7-qw.googleusercontent.com\/docsz\/AD_4nXe4knK3utPbb5te6QSg2QKQf18I_J4n6PU8ZO3ok6UtGNxGFEkVilGJNkiG_Qu8MYktB18A__b3YPCPwUgL29jH-LQC_4NbFEBHqImIWAJQbKYDIAnN8tlFhgxOztkqGvoIh7A1?key=Io3P0GSZnBo2_r_yln5jeA\" alt=\"\u0412\u044b\u0445\u043e\u0434 \u0437\u0430 \u043f\u0440\u0435\u0434\u0435\u043b\u044b \u0431\u043b\u043e\u043a\u0447\u0435\u0439\u043d\u0430 \u2014 \u00ab\u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0439\u00bb \u043c\u0430\u0439\u043d\u0438\u043d\u0433 \u0438 \u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u044f Proof-of-Useful-Work\"\/><figcaption class=\"wp-element-caption\"><em>\u00abAn excerpt from Ofelimos technical documentation describes swapping one simple check for another, replacing it with a third\u00bb<\/em>, \u2014 Alex Petrov. Source: <a href=\"https:\/\/forum.cardano.org\/t\/ofelimos\/106532\">Cardano, IOHK<\/a>.<\/figcaption><\/figure>\n<p>In PoW, compliance of a \u201cproof of work\u201d with blockchain requirements is a result that translates into something providing blockchain security and satisfying the consensus mechanism. For example, the hash of the result must meet a fixed target \u2014 simple, fast, and unambiguous.<\/p>\n<p>With PoUW, the number of steps is far greater. They may be non-deterministic, require heavy computation, or interaction with other systems or nodes, adding risk.<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u00abVerification complexity directly depends on the type of useful task. The goal is to reduce verification resources significantly below those for performing the work itself, which is not always easy. In this case, the load on nodes will grow disproportionately, by multiples. We will see multiple resource spending not only on \u2018scientific mining\u2019 (let alone the difficulty of coordinating tasks) but also on nodes \u2014 the same operations will be performed on thousands of network nodes\u00bb<\/em>, the expert concluded.<\/p>\n<\/blockquote>\n<h2 class=\"wp-block-heading\">What next?<\/h2>\n<p>Technically, implementing PoUW has proved difficult. The idea is important and interesting and there are first steps \u2014 but what should come next?<\/p>\n<p>In the blockchain industry, \u201cuseful\u201d work beyond the network is represented by <a href=\"https:\/\/u1f987.com\/en\/news\/distributed-energy-and-a-global-geodetic-network-what-lies-ahead-for-depin-in-2025\">infrastructure applications<\/a> from DePIN; perhaps the links lie there.<\/p>\n<p>Alexander Chepurnoy offered an alternative plan along these lines:<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u00abIt makes sense to start with DePIN without consensus, as <\/em><em>DeFi<\/em><em> protocols where both a task and its solution can be submitted, building an economy around it. Then you can try to combine it with Ofelimos. Interest in PoUW will remain, but doing it properly will be hard\u00bb.<\/em><\/p>\n<\/blockquote>\n<p>Sergey Vasilchuk highlighted weaknesses of DePIN and such a pairing:<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u00abHelium or Render can run on any consensus \u2014 and most users do not care. Mobile operators have long used distributed networks and data-integrity algorithms without blockchains. WeatherXM, for instance, is not accurate enough for critical domains \u2014 aviation, energy. Real power grids use only certified solutions approved by the regulator. We often overestimate the role of technologies and live under the illusion of their impact\u00bb.<\/em><\/p>\n<\/blockquote>\n<p>He also noted that the industry has far more L1\/L2 blockchains than truly useful Web3 applications, and voiced interest in applications built on Proof-of-Useful-Work rather than new consensuses. Vasilchuk concluded:<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u00ab<em>I am interested in watching for new technical solutions that PoUW can bring. Technology does not change people, but if PoUW yields examples of real benefit, that can gradually shift the industry\u2019s focus from speculation to value creation<\/em>\u00bb<em>.<\/em><\/p>\n<\/blockquote>\n<p>Summing up, Alex Petrov said implementing PoUW is incomparably more complex than PoW. It requires solving fundamental problems in distributed systems, cryptography and game theory, as well as domain-specific knowledge for the \u201cuseful\u201d tasks. The number of conceptual and engineering steps or modules is far larger.<\/p>\n<p>He noted that many PoUW projects are still at the research-and-development stage, as building a truly working, secure and efficient system is highly ambitious:<\/p>\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><em>\u00abInstead of optimal devices finely tuned for one specific task [ASIC], we will again end up with a multitasking, expensive and inefficient processor. Given that useful workloads typically change every three to five years \u2014 only rarely lasting 20\u201330 \u2014 the potential upside from directing huge computational power to useful goals makes this line of work very attractive for researchers, but economically unviable for most networks. The accompanying complication of their design by risks from external task sources is, in essence, the artificial grafting of additional mechanisms and tasks for someone\u2019s \u2018benefit\u2019 from outside\u00bb.<\/em><\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>As entire countries set an example of efficient mining, ForkLog\u2019s editors wondered whether it is possible to go beyond the paradigm \u2014 to channel vast computing power for good, rather than confining the technology to hash calculation. Having studied information compiled by Web3 enthusiast Danil Ivanov on the \u201cuseful\u201d consensus mechanism Proof-of-Useful-Work (PoUW), we concluded [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":24405,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"select":"","news_style_id":"","cryptorium_level":"","_short_excerpt_text":"","creation_source":"","_metatest_mainpost_news_update":false,"footnotes":""},"categories":[1144],"tags":[275,1137,76],"class_list":["post-24406","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-longreads","tag-consensus","tag-cryptocurrency-mining","tag-proof-of-work"],"aioseo_notices":[],"amp_enabled":true,"views":"66","promo_type":"","layout_type":"","short_excerpt":"","is_update":"","_links":{"self":[{"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/posts\/24406","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/comments?post=24406"}],"version-history":[{"count":0,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/posts\/24406\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/media\/24405"}],"wp:attachment":[{"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/media?parent=24406"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/categories?post=24406"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/u1f987.com\/en\/wp-json\/wp\/v2\/tags?post=24406"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}