{"version":"1.0","provider_name":"Petani Law Firm","provider_url":"https:\/\/www.petani-lawfirm.com\/sq","title":"AI is making world memory more expensive. - Petani Law Firm","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"jQ4cDS9U2Y\"><a href=\"https:\/\/www.petani-lawfirm.com\/sq\/ai-is-making-world-memory-more-expensive\/\">AI is making world memory more expensive.<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/www.petani-lawfirm.com\/sq\/ai-is-making-world-memory-more-expensive\/embed\/#?secret=jQ4cDS9U2Y\" width=\"600\" height=\"338\" title=\"\u201cAI is making world memory more expensive.\u201d &#8212; Petani Law Firm\" data-secret=\"jQ4cDS9U2Y\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/\/# sourceURL=https:\/\/www.petani-lawfirm.com\/wp-includes\/js\/wp-embed.min.js\n<\/script>","thumbnail_url":"https:\/\/www.petani-lawfirm.com\/wp-content\/uploads\/2026\/04\/case-studies-petani-scaled.webp","thumbnail_width":2560,"thumbnail_height":2560,"description":"AI po e shtrenjton memorien e bot\u00ebsAI is making the world&#8217;s memory more expensiveL&#8217;IA sta rendendo pi\u00f9 costosa la memoria del mondo | Petani Law &#038; Tax Ekonomi &#038; Teknologji \u2022 Analiz\u00ebEconomy &#038; Technology \u2022 AnalysisEconomia &#038; Tecnologia \u2022 Analisi AI po e shtrenjton memorien e bot\u00ebsAI is making the world&#8217;s memory more expensiveL&#8217;IA sta rendendo pi\u00f9 costosa la memoria del mondo \u00c7far\u00eb po ndodh me RAM-in dhe pse kriz\u00eb mund t\u00eb na prek\u00eb t\u00eb gjith\u00ebve Interesi im p\u00ebr k\u00ebt\u00eb tem\u00eb nuk nisi nga tregu i gjysm\u00ebp\u00ebr\u00e7uesve dhe as nga nj\u00eb analiz\u00eb mbi kompanit\u00eb teknologjike. Nisi nga nj\u00eb projekt konkret q\u00eb po zhvillojm\u00eb n\u00eb Petani Law &#038; Tax, s\u00eb bashku me UPWeb Services. Prej disa koh\u00ebsh po punojm\u00eb p\u00ebr LISA &#8211; Legal Intelligent Software Assistance, nj\u00eb sistem inteligjent juridik t\u00eb brendsh\u00ebm, t\u00eb nd\u00ebrtuar mbi dokumentacionin dhe njohurit\u00eb tona. LISA nuk \u00ebsht\u00eb konceptuar thjesht si nj\u00eb nd\u00ebrfaqe q\u00eb i drejton pyetje nj\u00eb sistemi t\u00eb jasht\u00ebm t\u00eb Inteligjenc\u00ebs Artificiale. Ideja \u00ebsht\u00eb t\u00eb nd\u00ebrtojm\u00eb nj\u00eb sistem q\u00eb punon mbi baz\u00ebn ton\u00eb t\u00eb njohurive: dosje dhe dokumente pune, vendime gjykatash, legjislacion, kode dhe materiale juridike t\u00eb mbledhura dhe strukturuara nd\u00ebr vite. Synimi \u00ebsht\u00eb q\u00eb ky informacion t\u00eb mos q\u00ebndroj\u00eb m\u00eb vet\u00ebm si nj\u00eb arkiv dokumentesh, por t\u00eb mund t\u00eb k\u00ebrkohet, lidhet dhe analizohet nga sistemi, duke u kthyer gradualisht n\u00eb nj\u00eb baz\u00eb aktive njohurish juridike. Pik\u00ebrisht kur kaluam nga koncepti te projektimi konkret i infrastruktur\u00ebs, s\u00eb bashku me ekipin e UPWeb Services filluam t\u00eb llogarisnim kapacitetin e server\u00ebve, memorien dhe kostot q\u00eb do t\u00eb k\u00ebrkonte sistemi. Dhe aty hasa n\u00eb di\u00e7ka q\u00eb nuk e kisha parashikuar: \u00e7mimin e RAM-it. N\u00eb fillim mendova se ishte thjesht nj\u00eb rritje e p\u00ebrkohshme e \u00e7mimeve t\u00eb hardware-it. Por kur fillova ta k\u00ebrkoja m\u00eb tej, kuptova se pas \u00e7mimit t\u00eb RAM-it fshihej nj\u00eb fenomen shum\u00eb m\u00eb i madh: gara globale p\u00ebr infrastruktur\u00ebn q\u00eb po k\u00ebrkon Inteligjenca Artificiale. Dhe shifrat jan\u00eb dometh\u00ebn\u00ebse. N\u00eb tetor t\u00eb vitit 2025, nj\u00eb kit standard 32 GB DDR5 RAM p\u00ebr nj\u00eb kompjuter personal mund t\u00eb blihej p\u00ebr rreth 100\u2013200 dollar\u00eb. Sot, m\u00eb pak se nj\u00eb vit m\u00eb von\u00eb, i nj\u00ebjti kapacitet nis rreth 350 dollar\u00eb, kur gjendet n\u00eb stok. Nuk \u00ebsht\u00eb nj\u00eb gabim n\u00eb \u00e7mim. Sipas indeksit t\u00eb \u00e7mimeve t\u00eb Tom&#8217;s Hardware, tregu i DDR5 ka kaluar n\u00eb disa raste n\u00eb rritje trefishe dhe kat\u00ebrfishe t\u00eb \u00e7mimeve. Por RAM-i i kompjuterit ton\u00eb \u00ebsht\u00eb vet\u00ebm pjesa e dukshme e nj\u00eb problemi shum\u00eb m\u00eb t\u00eb madh. Pas tij po zhvillohet nj\u00eb gar\u00eb globale p\u00ebr nj\u00eb nga burimet m\u00eb t\u00eb r\u00ebnd\u00ebsishme t\u00eb epok\u00ebs s\u00eb Inteligjenc\u00ebs Artificiale: MEMORIEN. Nga +20% n\u00eb +60% brenda nj\u00eb tremujori, HBM, Micron, SK hynix, Samsung, NVIDIA, Cloud, etj. Nga nafta te memoria? Shekulli XX u nd\u00ebrtua mbi kontrollin e energjis\u00eb. Fillimi i shekullit XXI u nd\u00ebrtua mbi kontrollin e t\u00eb dh\u00ebnave. Epoka e Inteligjenc\u00ebs Artificiale mund t\u00eb na tregoj\u00eb se vet\u00ebm t\u00eb kesh t\u00eb dh\u00ebna nuk mjafton. Duhet t\u00eb kesh edhe kapacitetin fizik p\u00ebr t&#8217;i p\u00ebrpunuar ato. N\u00eb k\u00ebt\u00eb kuptim, memoria po shnd\u00ebrrohet gradualisht nga nj\u00eb komponent teknik n\u00eb nj\u00eb burim strategjik t\u00eb ekonomis\u00eb dixhitale. Dhe k\u00ebtu historia m\u00eb kthen p\u00ebrs\u00ebri te LISA. Kur nis\u00ebm k\u00ebt\u00eb projekt n\u00eb Petani Law &#038; Tax s\u00eb bashku me UPWeb Services, objektivi ishte juridik dhe teknologjik: si mund ta kthejm\u00eb dijen e akumuluar n\u00eb vite pune, dokumente, legjislacion dhe praktik\u00eb gjyq\u00ebsore n\u00eb nj\u00eb sistem q\u00eb mund ta p\u00ebrdor\u00eb dhe analizoj\u00eb k\u00ebt\u00eb njohuri n\u00eb m\u00ebnyr\u00eb inteligjente? Nuk mendonim se gjat\u00eb rrug\u00ebs do t\u00eb na duhej t\u00eb analizonim edhe tregun bot\u00ebror t\u00eb memories. Por pik\u00ebrisht kjo \u00ebsht\u00eb ndoshta nj\u00eb nga gj\u00ebrat m\u00eb interesante t\u00eb revolucionit t\u00eb AI. Nj\u00eb projekt relativisht i vog\u00ebl teknologjik n\u00eb nj\u00eb studio ligjore n\u00eb Shqip\u00ebri p\u00ebrfundon duke u ndikuar nga e nj\u00ebjta gar\u00eb globale p\u00ebr memorie ku marrin pjes\u00eb NVIDIA, Microsoft, Google, Amazon dhe kompanit\u00eb m\u00eb t\u00eb m\u00ebdha t\u00eb teknologjis\u00eb n\u00eb bot\u00eb. Nj\u00eb kit RAM q\u00eb nga 100\u2013200 dollar\u00eb shkon drejt 350 dollar\u00ebve mund t\u00eb duket si nj\u00eb problem i vog\u00ebl i tregut t\u00eb kompjuter\u00ebve. Por pas atij \u00e7mimi fshihet di\u00e7ka shum\u00eb m\u00eb e madhe: nj\u00eb gar\u00eb p\u00ebr fabrikat, energjin\u00eb, GPU-t\u00eb dhe memorien q\u00eb nevojitet p\u00ebr t\u00eb nd\u00ebrtuar Inteligjenc\u00ebn Artificiale. Dhe ndoshta kjo \u00ebsht\u00eb m\u00ebnyra m\u00eb e thjesht\u00eb p\u00ebr ta kuptuar: Cloud-i mund t\u00eb duket virtual. Inteligjenca Artificiale mund t\u00eb duket virtuale. Por t\u00eb dyja varen nga burime krejt\u00ebsisht fizike. Dhe burimet fizike, kur k\u00ebrkesa tejkalon ofert\u00ebn, kan\u00eb nj\u00eb zakon shum\u00eb t\u00eb vjet\u00ebr: b\u00ebhen t\u00eb shtrenjta. LISA &#8211; Legal Intelligent Software Assistance Nj\u00eb projekt i Petani Law &#038; Tax, i zhvilluar n\u00eb bashk\u00ebpunim me UPWeb Services. (upwebservices.com) www.petani-lisa.com AI is making the world&#8217;s memory more expensive: What is happening with RAM and why this crisis could affect us all My interest in this topic did not stem from the semiconductor market or an analysis of tech corporations. It started from a concrete project we are developing at Petani Law &#038; Tax, together with UPWeb Services. For some time now, we have been working on LISA \u2013 Legal Intelligent Software Assistance, an internal intelligent legal system built upon our own documentation and expertise. LISA is not merely conceived as an interface that queries an external Artificial Intelligence system. The idea is to build a system that works on top of our own knowledge base: working files and documents, court decisions, legislation, codes, and legal materials gathered and structured over the years. The goal is for this information to no longer remain just a document archive, but to be searchable, linkable, and analyzable by the system, gradually transforming into an active legal knowledge base. Right when we transitioned from concept to actual infrastructure design, together with the UPWeb Services team we began calculating server capacity, memory, and the costs the system would require. And that is where I encountered something I had not anticipated: the price of RAM. At first, I thought it was simply a temporary spike in hardware prices. But when I looked into it further, I realized that behind the price of RAM lay a much larger phenomenon: the global race for the infrastructure demanded by Artificial Intelligence. And the numbers are significant. In"}