{"id":56376,"date":"2025-11-08T16:38:57","date_gmt":"2025-11-08T13:38:57","guid":{"rendered":"https:\/\/coinengineer.net\/blog\/?p=56376"},"modified":"2025-11-08T16:38:57","modified_gmt":"2025-11-08T13:38:57","slug":"what-is-janction-jct","status":"publish","type":"post","link":"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/","title":{"rendered":"What Is Janction (JCT)?"},"content":{"rendered":"<p data-start=\"185\" data-end=\"748\"><strong>Janction (JCT)<\/strong> is defined as the first Layer-2 network designed to deliver <a href=\"https:\/\/coinengineer.net\/blog\/artificial-superintelligence-alliance-fet-sees-sharp-price-surge\/\"><strong>artificial intelligence (AI)<\/strong><\/a> services in a verifiable, scalable, and distributed way. The project unifies AI models, GPU computing power, data feeds, and data labeling processes under a single ecosystem, offering an AI + <a href=\"https:\/\/coinengineer.net\/blog\/visa-stablecoin-expands-four-blockchains\/\"><strong>Blockchain<\/strong><\/a>\u2013compatible infrastructure. In this article, we will examine Janction\u2019s technical architecture, usage scenarios, GPU pool structure, billing system, node operations, partnerships, and more in detail. Let\u2019s take a look at the AI infrastructure of the future.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_71 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#What_Is_Janction_JCT\" title=\"What Is Janction (JCT)?\">What Is Janction (JCT)?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#Key_Features_of_Janction\" title=\"Key Features of Janction\">Key Features of Janction<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#1_Distributed_GPU_Pool\" title=\"1. Distributed GPU Pool\">1. Distributed GPU Pool<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#2_GPU_Marketplace\" title=\"2. GPU Marketplace\">2. GPU Marketplace<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#3_Layer-2_Solution_for_AI_Workloads\" title=\"3. Layer-2 Solution for AI Workloads\">3. Layer-2 Solution for AI Workloads<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#Proof_of_Contribution\" title=\"Proof of Contribution\">Proof of Contribution<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#AI_Services_Janction_Aims_to_Provide\" title=\"AI Services Janction Aims to Provide\">AI Services Janction Aims to Provide<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#AI_Image_Generation\" title=\"AI Image Generation\">AI Image Generation<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#Speech%E2%80%93Text_Conversions\" title=\"Speech\u2013Text Conversions\">Speech\u2013Text Conversions<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#Video_Processing\" title=\"Video Processing\">Video Processing<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#Object_Detection_and_Image_Analysis\" title=\"Object Detection and Image Analysis\">Object Detection and Image Analysis<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#Private_LLM\" title=\"Private LLM\">Private LLM<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#Janction_Architecture\" title=\"Janction Architecture\">Janction Architecture<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#1_Blockchain_Layer\" title=\"1. Blockchain Layer\">1. Blockchain Layer<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#2_Distributed_Resource_Pooling\" title=\"2. Distributed Resource Pooling\">2. Distributed Resource Pooling<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#3_GPU_Marketplace\" title=\"3. GPU Marketplace\">3. GPU Marketplace<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#Roles_in_the_Janction_Ecosystem\" title=\"Roles in the Janction Ecosystem\">Roles in the Janction Ecosystem<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#Janction_Partnerships\" title=\"Janction Partnerships\">Janction Partnerships<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#Janction_Team_%E2%80%93_HARA\" title=\"Janction Team \u2013 HARA\">Janction Team \u2013 HARA<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/#Official_Links\" title=\"Official Links\">Official Links<\/a><\/li><\/ul><\/nav><\/div>\n<h2 data-start=\"755\" data-end=\"785\"><span class=\"ez-toc-section\" id=\"What_Is_Janction_JCT\"><\/span>What Is Janction (JCT)?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"787\" data-end=\"927\">One of the biggest bottlenecks in today\u2019s AI landscape is access to high-performance GPU resources and the efficient use of those resources.<\/p>\n<p data-start=\"929\" data-end=\"1392\">Centralized cloud providers are expensive, limited in accessibility, and often come with privacy concerns. This is exactly where Janction (JCT) comes in: the world\u2019s first Layer-2 blockchain network offering verifiable, synergistic, and scalable AI services. Through smart contracts, Janction automates machine learning workflows and brings together essential components such as AI models, GPU computing power, data streams, and labeling into a unified ecosystem.<\/p>\n<p data-start=\"1394\" data-end=\"1650\">The core purpose of Janction is to establish a globally distributed GPU marketplace, enabling users to access the computing power they need at low cost. This allows GPU owners to earn revenue, while developers gain affordable access to AI compute capacity.<\/p>\n<p data-start=\"1394\" data-end=\"1650\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-181309 aligncenter\" src=\"https:\/\/coinmuhendisi.com\/blog\/wp-content\/uploads\/2025\/11\/janction-JCT.png\" alt=\"\" width=\"1365\" height=\"527\" \/><\/p>\n<h2 data-start=\"1657\" data-end=\"1688\"><span class=\"ez-toc-section\" id=\"Key_Features_of_Janction\"><\/span>Key Features of Janction<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 data-start=\"1690\" data-end=\"1721\"><span class=\"ez-toc-section\" id=\"1_Distributed_GPU_Pool\"><\/span>1. Distributed GPU Pool<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-start=\"1723\" data-end=\"1886\">Janction aggregates GPUs with varying hardware specifications into vGPU units and brings them together in a single pool.<br data-start=\"1843\" data-end=\"1846\" \/>This pool is automatically managed with:<\/p>\n<ul data-start=\"1888\" data-end=\"1987\">\n<li data-start=\"1888\" data-end=\"1906\">\n<p data-start=\"1890\" data-end=\"1906\">Load balancing<\/p>\n<\/li>\n<li data-start=\"1907\" data-end=\"1931\">\n<p data-start=\"1909\" data-end=\"1931\">Task parallelization<\/p>\n<\/li>\n<li data-start=\"1932\" data-end=\"1957\">\n<p data-start=\"1934\" data-end=\"1957\">Resource verification<\/p>\n<\/li>\n<li data-start=\"1958\" data-end=\"1987\">\n<p data-start=\"1960\" data-end=\"1987\">Pricing and usage metrics<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"1994\" data-end=\"2020\"><span class=\"ez-toc-section\" id=\"2_GPU_Marketplace\"><\/span>2. GPU Marketplace<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-start=\"2022\" data-end=\"2032\">Users can:<\/p>\n<ul data-start=\"2034\" data-end=\"2135\">\n<li data-start=\"2034\" data-end=\"2047\">\n<p data-start=\"2036\" data-end=\"2047\">Rent GPUs<\/p>\n<\/li>\n<li data-start=\"2048\" data-end=\"2081\">\n<p data-start=\"2050\" data-end=\"2081\">Lease out their GPU resources<\/p>\n<\/li>\n<li data-start=\"2082\" data-end=\"2135\">\n<p data-start=\"2084\" data-end=\"2135\">Select cost-efficient options for their workloads<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2137\" data-end=\"2238\">This structure offers an effective solution for both individual users and institutional AI companies.<\/p>\n<h3 data-start=\"2245\" data-end=\"2289\"><span class=\"ez-toc-section\" id=\"3_Layer-2_Solution_for_AI_Workloads\"><\/span>3. Layer-2 Solution for AI Workloads<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-start=\"2291\" data-end=\"2361\">Janction is built on a Layer-2 architecture that ensures AI tasks are:<\/p>\n<ul data-start=\"2363\" data-end=\"2407\">\n<li data-start=\"2363\" data-end=\"2377\">\n<p data-start=\"2365\" data-end=\"2377\">Verifiable<\/p>\n<\/li>\n<li data-start=\"2378\" data-end=\"2390\">\n<p data-start=\"2380\" data-end=\"2390\">Scalable<\/p>\n<\/li>\n<li data-start=\"2391\" data-end=\"2407\">\n<p data-start=\"2393\" data-end=\"2407\">Synchronized<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2409\" data-end=\"2550\">Transactions executed on Layer-2 are later recorded on the main chain and rewarded through a transparent Proof of Contribution mechanism.<\/p>\n<p data-start=\"2409\" data-end=\"2550\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-181322 aligncenter\" src=\"https:\/\/coinmuhendisi.com\/blog\/wp-content\/uploads\/2025\/11\/janction-1.png\" alt=\"\" width=\"1365\" height=\"455\" \/><\/p>\n<h2 data-start=\"2557\" data-end=\"2585\"><span class=\"ez-toc-section\" id=\"Proof_of_Contribution\"><\/span>Proof of Contribution<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"2587\" data-end=\"2733\">Janction uses an advanced evaluation model to measure contributions from both data providers and GPU providers.<br data-start=\"2698\" data-end=\"2701\" \/>This model uses factors such as:<\/p>\n<ul data-start=\"2735\" data-end=\"2838\">\n<li data-start=\"2735\" data-end=\"2760\">\n<p data-start=\"2737\" data-end=\"2760\">Individual data value<\/p>\n<\/li>\n<li data-start=\"2761\" data-end=\"2785\">\n<p data-start=\"2763\" data-end=\"2785\">Shapley value method<\/p>\n<\/li>\n<li data-start=\"2786\" data-end=\"2805\">\n<p data-start=\"2788\" data-end=\"2805\">Usage frequency<\/p>\n<\/li>\n<li data-start=\"2806\" data-end=\"2838\">\n<p data-start=\"2808\" data-end=\"2838\">Participant reputation score<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"2840\" data-end=\"2939\">This mechanism aims to ensure fair rewards for developers and resource providers across the system.<\/p>\n<h2 data-start=\"2946\" data-end=\"2989\"><span class=\"ez-toc-section\" id=\"AI_Services_Janction_Aims_to_Provide\"><\/span>AI Services Janction Aims to Provide<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 data-start=\"2991\" data-end=\"3018\"><span class=\"ez-toc-section\" id=\"AI_Image_Generation\"><\/span>AI Image Generation<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-start=\"3019\" data-end=\"3106\">\n<li data-start=\"3019\" data-end=\"3053\">\n<p data-start=\"3021\" data-end=\"3053\">Create images from text inputs<\/p>\n<\/li>\n<li data-start=\"3054\" data-end=\"3106\">\n<p data-start=\"3056\" data-end=\"3106\">Useful for advertising, design, and social media<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"3108\" data-end=\"3139\"><span class=\"ez-toc-section\" id=\"Speech%E2%80%93Text_Conversions\"><\/span>Speech\u2013Text Conversions<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-start=\"3140\" data-end=\"3253\">\n<li data-start=\"3140\" data-end=\"3167\">\n<p data-start=\"3142\" data-end=\"3167\">TTS: Text-to-speech<\/p>\n<\/li>\n<li data-start=\"3168\" data-end=\"3195\">\n<p data-start=\"3170\" data-end=\"3195\">STT: Speech-to-text<\/p>\n<\/li>\n<li data-start=\"3196\" data-end=\"3253\">\n<p data-start=\"3198\" data-end=\"3253\">Ideal for podcasts, subtitles, customer service, etc.<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"3255\" data-end=\"3279\"><span class=\"ez-toc-section\" id=\"Video_Processing\"><\/span>Video Processing<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-start=\"3280\" data-end=\"3378\">\n<li data-start=\"3280\" data-end=\"3300\">\n<p data-start=\"3282\" data-end=\"3300\">Super-resolution<\/p>\n<\/li>\n<li data-start=\"3301\" data-end=\"3320\">\n<p data-start=\"3303\" data-end=\"3320\">Noise reduction<\/p>\n<\/li>\n<li data-start=\"3321\" data-end=\"3342\">\n<p data-start=\"3323\" data-end=\"3342\">Color enhancement<\/p>\n<\/li>\n<li data-start=\"3343\" data-end=\"3378\">\n<p data-start=\"3345\" data-end=\"3378\">Slow motion &amp; frame enhancement<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"3380\" data-end=\"3423\"><span class=\"ez-toc-section\" id=\"Object_Detection_and_Image_Analysis\"><\/span>Object Detection and Image Analysis<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-start=\"3424\" data-end=\"3515\">\n<li data-start=\"3424\" data-end=\"3449\">\n<p data-start=\"3426\" data-end=\"3449\">Security applications<\/p>\n<\/li>\n<li data-start=\"3450\" data-end=\"3480\">\n<p data-start=\"3452\" data-end=\"3480\">Industrial quality control<\/p>\n<\/li>\n<li data-start=\"3481\" data-end=\"3515\">\n<p data-start=\"3483\" data-end=\"3515\">Autonomous driving sensor data<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"3517\" data-end=\"3536\"><span class=\"ez-toc-section\" id=\"Private_LLM\"><\/span>Private LLM<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p data-start=\"3537\" data-end=\"3609\">Users can run their own private LLM models on Janction, benefiting from:<\/p>\n<ul data-start=\"3611\" data-end=\"3687\">\n<li data-start=\"3611\" data-end=\"3627\">\n<p data-start=\"3613\" data-end=\"3627\">Data privacy<\/p>\n<\/li>\n<li data-start=\"3628\" data-end=\"3653\">\n<p data-start=\"3630\" data-end=\"3653\">Regulatory compliance<\/p>\n<\/li>\n<li data-start=\"3654\" data-end=\"3687\">\n<p data-start=\"3656\" data-end=\"3687\">Enterprise-grade AI solutions<\/p>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-181323 aligncenter\" src=\"https:\/\/coinmuhendisi.com\/blog\/wp-content\/uploads\/2025\/11\/janction-2.png\" alt=\"\" width=\"1365\" height=\"514\" \/><\/p>\n<h2 data-start=\"3694\" data-end=\"3722\"><span class=\"ez-toc-section\" id=\"Janction_Architecture\"><\/span>Janction Architecture<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"3724\" data-end=\"3766\">The network consists of three main layers:<\/p>\n<h3 data-start=\"3768\" data-end=\"3795\"><span class=\"ez-toc-section\" id=\"1_Blockchain_Layer\"><\/span>1. Blockchain Layer<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-start=\"3796\" data-end=\"3893\">\n<li data-start=\"3796\" data-end=\"3819\">\n<p data-start=\"3798\" data-end=\"3819\">Transaction records<\/p>\n<\/li>\n<li data-start=\"3820\" data-end=\"3841\">\n<p data-start=\"3822\" data-end=\"3841\">Data availability<\/p>\n<\/li>\n<li data-start=\"3842\" data-end=\"3865\">\n<p data-start=\"3844\" data-end=\"3865\">Reward distribution<\/p>\n<\/li>\n<li data-start=\"3866\" data-end=\"3893\">\n<p data-start=\"3868\" data-end=\"3893\">On-chain data ingestion<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"3895\" data-end=\"3934\"><span class=\"ez-toc-section\" id=\"2_Distributed_Resource_Pooling\"><\/span>2. Distributed Resource Pooling<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-start=\"3935\" data-end=\"4031\">\n<li data-start=\"3935\" data-end=\"3944\">\n<p data-start=\"3937\" data-end=\"3944\">vGPUs<\/p>\n<\/li>\n<li data-start=\"3945\" data-end=\"3961\">\n<p data-start=\"3947\" data-end=\"3961\">Task routing<\/p>\n<\/li>\n<li data-start=\"3962\" data-end=\"3992\">\n<p data-start=\"3964\" data-end=\"3992\">API-based AI microservices<\/p>\n<\/li>\n<li data-start=\"3993\" data-end=\"4031\">\n<p data-start=\"3995\" data-end=\"4031\">Horizontally scalable GPU clusters<\/p>\n<\/li>\n<\/ul>\n<h3 data-start=\"4033\" data-end=\"4059\"><span class=\"ez-toc-section\" id=\"3_GPU_Marketplace\"><\/span>3. GPU Marketplace<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul data-start=\"4060\" data-end=\"4166\">\n<li data-start=\"4060\" data-end=\"4081\">\n<p data-start=\"4062\" data-end=\"4081\">Resource tracking<\/p>\n<\/li>\n<li data-start=\"4082\" data-end=\"4102\">\n<p data-start=\"4084\" data-end=\"4102\">Price comparison<\/p>\n<\/li>\n<li data-start=\"4103\" data-end=\"4130\">\n<p data-start=\"4105\" data-end=\"4130\">Renting &amp; revenue model<\/p>\n<\/li>\n<li data-start=\"4131\" data-end=\"4166\">\n<p data-start=\"4133\" data-end=\"4166\">User rating (reputation system)<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"4173\" data-end=\"4211\"><span class=\"ez-toc-section\" id=\"Roles_in_the_Janction_Ecosystem\"><\/span>Roles in the Janction Ecosystem<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul data-start=\"4213\" data-end=\"4473\">\n<li data-start=\"4213\" data-end=\"4275\">\n<p data-start=\"4215\" data-end=\"4275\">GPU Provider: Supplies GPU resources and earns revenue<\/p>\n<\/li>\n<li data-start=\"4276\" data-end=\"4345\">\n<p data-start=\"4278\" data-end=\"4345\">Aggregator: Discovers, manages, and distributes GPU resources<\/p>\n<\/li>\n<li data-start=\"4346\" data-end=\"4397\">\n<p data-start=\"4348\" data-end=\"4397\">User: Rents GPUs and processes AI workloads<\/p>\n<\/li>\n<li data-start=\"4398\" data-end=\"4473\">\n<p data-start=\"4400\" data-end=\"4473\">Node Operators: Participate in verification and balancing processes<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"4480\" data-end=\"4508\"><span class=\"ez-toc-section\" id=\"Janction_Partnerships\"><\/span>Janction Partnerships<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"4510\" data-end=\"4948\">Janction expands its ecosystem and strengthens its infrastructure through strategic partnerships with leading Web3 projects such as Arichain, DMC-Dao, AltLayer, TEN, Humanode, Etarn, and Chainlink. These collaborations provide the platform with multi-layered technological support in areas such as data verification, secure identity infrastructure, Layer-2 scaling solutions, AI-focused execution layers, and reliable oracle integrations.<\/p>\n<p data-start=\"4950\" data-end=\"5092\">This partner network forms a powerful technological backbone that brings Janction\u2019s DePIN- and AI-focused vision into real-world applications.<\/p>\n<p data-start=\"4950\" data-end=\"5092\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-181317 aligncenter\" src=\"https:\/\/coinmuhendisi.com\/blog\/wp-content\/uploads\/2025\/11\/janction-partner.jpg\" alt=\"\" width=\"398\" height=\"224\" \/><\/p>\n<h2 data-start=\"5099\" data-end=\"5126\"><span class=\"ez-toc-section\" id=\"Janction_Team_%E2%80%93_HARA\"><\/span>Janction Team \u2013 HARA<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"5128\" data-end=\"5675\">HARA, one of the key figures behind Janction, stands out as a versatile executive combining financial expertise with technology leadership. As the CFO of Jasmy, he leads the vision of \u201cIoT-based data democracy,\u201d while as the CEO of Janction, he develops the decentralized GPU pool powered by an EVM-compatible Layer-2 architecture. With a background at KPMG, CPA certification, and extensive IPO and corporate consulting experience, HARA provides the project with strong leadership in both financial transparency and sustainable growth strategies.<\/p>\n<p data-start=\"5128\" data-end=\"5675\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-181312 aligncenter\" src=\"https:\/\/coinmuhendisi.com\/blog\/wp-content\/uploads\/2025\/11\/janction-team.png\" alt=\"\" width=\"622\" height=\"280\" \/><\/p>\n<h2 data-start=\"5128\" data-end=\"5675\"><span class=\"ez-toc-section\" id=\"Official_Links\"><\/span>Official Links<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/www.janction.ai\/home\">Website<\/a><\/li>\n<li><a href=\"https:\/\/x.com\/Janction_global\">X (Twitter)<\/a><\/li>\n<li><a href=\"https:\/\/docs.janction.io\/\">Whitepaper<\/a><\/li>\n<\/ul>\n<p><em>You can also freely share your thoughts and comments about the topic in the comment section. Additionally, don\u2019t forget to follow us on our\u00a0<a href=\"https:\/\/t.me\/coinengineernews\" target=\"_blank\" rel=\"noreferrer noopener\">Telegram,\u00a0<\/a><a href=\"https:\/\/www.youtube.com\/@CoinEngineer\" target=\"_blank\" rel=\"noreferrer noopener\">YouTube<\/a>,\u00a0and\u00a0<a href=\"https:\/\/twitter.com\/coinengineers\">Twitter<\/a>\u00a0channels for the latest news and updates.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Janction (JCT) is defined as the first Layer-2 network designed to deliver artificial intelligence (AI) services in a verifiable, scalable, and distributed way. The project unifies AI models, GPU computing power, data feeds, and data labeling processes under a single ecosystem, offering an AI + Blockchain\u2013compatible infrastructure. In this article, we will examine Janction\u2019s technical<\/p>\n","protected":false},"author":29,"featured_media":56426,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18,5],"tags":[10524,192,5715,25419,25420,25421,25418],"class_list":["post-56376","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-altcoin-projects","category-project-review","tag-artificial-intelligence-ai","tag-blockchain","tag-gpu","tag-jct-coin","tag-jct-token","tag-vgpu","tag-what-is-janction-jct"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What Is Janction (JCT)? - Coin Engineer<\/title>\n<meta name=\"description\" content=\"Janction (JCT) is described as the first Layer-2 network that aims to deliver AI services in a verifiable, scalable, and distributed manner.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/coinengineer.net\/blog\/what-is-janction-jct\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What Is Janction (JCT)? 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