{"id":3210,"date":"2026-05-04T20:38:00","date_gmt":"2026-05-04T18:38:00","guid":{"rendered":"https:\/\/mkmserwis.pl\/?p=3210"},"modified":"2026-05-04T20:43:17","modified_gmt":"2026-05-04T18:43:17","slug":"nowinki-tech-2026","status":"publish","type":"post","link":"https:\/\/mkmserwis.pl\/index.php\/2026\/05\/04\/nowinki-tech-2026\/","title":{"rendered":"Nowinki Tech 2026"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\"><em>AI, RTX 50 i nowa era wydajno\u015bci \u2013 co naprawd\u0119 ma znaczenie w 2026?<\/em><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">1. AI PC i NPU \u2013 realna zmiana, ale\u2026<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">To nie jest jeszcze \u201epe\u0142na rewolucja\u201d dla ka\u017cdego u\u017cytkownika.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>NPU faktycznie odci\u0105\u017ca CPU\/GPU przy zadaniach AI (transkrypcje, Copilot, obr\u00f3bka obrazu)<\/li>\n\n\n\n<li>ale <strong>wi\u0119kszo\u015b\u0107 aplikacji nadal korzysta g\u0142\u00f3wnie z GPU lub CPU<\/strong><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udc49 W praktyce:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>32 GB RAM<\/strong> \u2013 s\u0142usznie, to nowy standard przy AI + multitaskingu<\/li>\n\n\n\n<li>dla zwyk\u0142ego u\u017cytkownika: 16 GB jeszcze \u201e\u017cyje\u201d, ale zaczyna by\u0107 w\u0105skim gard\u0142em<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udccc Wniosek serwisowy:<br>NPU ma sens \u2192 je\u015bli realnie u\u017cywasz AI offline (np. modele lokalne, edycja, dev)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">2. GPU RTX 50 (Blackwell) \u2013 pot\u0119\u017cne, ale wymagaj\u0105ce<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Zgadza si\u0119: DLSS 4 zmieni\u0142 zasady gry, ale jest jeden haczyk:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>generowanie klatek = mniej obci\u0105\u017cenia GPU, ale wi\u0119cej zale\u017cno\u015bci od AI<\/li>\n\n\n\n<li>realna wydajno\u015b\u0107 \u2260 \u201emarketing FPS\u201d<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udc49 Co widzimy w serwisie:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ogromny wzrost:\n<ul class=\"wp-block-list\">\n<li>temperatur<\/li>\n\n\n\n<li>poboru mocy<\/li>\n\n\n\n<li>problem\u00f3w z airflow<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udccc Kluczowe:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>zasilacz: <strong>minimum ATX 3.1 \/ PCIe 5.0<\/strong><\/li>\n\n\n\n<li>ch\u0142odzenie:\n<ul class=\"wp-block-list\">\n<li>AIO typu Endorfy Navis F360 \u2013 dobry kierunek<\/li>\n\n\n\n<li>ale \u017ale zamontowane = cz\u0119sta przyczyna throttlingu<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">3. ARM vs x86 \u2013 w ko\u0144cu sensowna alternatywa<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">To jedna z wi\u0119kszych zmian, ale trzeba jasno powiedzie\u0107:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>ARM (Windows on ARM):\n<ul class=\"wp-block-list\">\n<li>\u015bwietny do:\n<ul class=\"wp-block-list\">\n<li>pracy biurowej<\/li>\n\n\n\n<li>przegl\u0105dania<\/li>\n\n\n\n<li>lekkiej edycji<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>nadal \u015bredni do:\n<ul class=\"wp-block-list\">\n<li>gier<\/li>\n\n\n\n<li>starszego softu<\/li>\n\n\n\n<li>specjalistycznych aplikacji<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udc49 Desktop:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>hybrydowe CPU (Intel\/AMD) = obecnie najlepszy kompromis<\/li>\n\n\n\n<li>scheduler Windows + AI faktycznie robi robot\u0119<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">4. Kultura pracy <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">To najwi\u0119kszy \u201ecichy upgrade\u201d ostatnich lat:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>lepsze profile energetyczne<\/li>\n\n\n\n<li>inteligentne sterowanie wentylatorami<\/li>\n\n\n\n<li>wydajno\u015b\u0107 \u2260 ha\u0142as (jak kiedy\u015b)<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">ALE\u2026<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udc49 realia serwisowe:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>10 wentylator\u00f3w + ARGB =<br>\ud83d\udd27 wi\u0119cej kabli<br>\ud83d\udd27 wi\u0119cej kontroler\u00f3w<br>\ud83d\udd27 wi\u0119cej punkt\u00f3w awarii<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Najcz\u0119stsze problemy:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u017ale ustawiony airflow<\/li>\n\n\n\n<li>kurz + brak konserwacji<\/li>\n\n\n\n<li>b\u0142\u0119dne podpi\u0119cie ARGB<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udd39 1. SSD \u2013 absolutny fundament<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Masz racj\u0119, ale warto to podkre\u015bli\u0107 mocniej:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>NVMe PCIe 4.0 = minimum<\/li>\n\n\n\n<li>PCIe 5.0:\n<ul class=\"wp-block-list\">\n<li>szybkie, ale<\/li>\n\n\n\n<li>grzej\u0105 si\u0119 jak diabli<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udc49 cz\u0119sty b\u0142\u0105d:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>brak radiatora \u2192 throttling \u2192 spadki wydajno\u015bci<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udd39 2. PSU \u2013 niedoceniany element<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Nowe GPU = nowe wymagania:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>stare zasilacze = niestabilno\u015b\u0107<\/li>\n\n\n\n<li>spike\u2019i mocy potrafi\u0105 wywala\u0107 system<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udccc realnie:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>dobry PSU = stabilno\u015b\u0107 ca\u0142ej platformy<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udd39 3. BIOS \/ firmware \/ AI optimization<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Coraz cz\u0119\u015bciej:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>aktualizacje BIOS wp\u0142ywaj\u0105 na:\n<ul class=\"wp-block-list\">\n<li>dzia\u0142anie NPU<\/li>\n\n\n\n<li>zarz\u0105dzanie energi\u0105<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>u\u017cytkownicy tego nie robi\u0105 \u2192 trac\u0105 wydajno\u015b\u0107<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83e\udde0 Wniosek <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Upgrade w 2026 to nie \u201ekup lepszy CPU\u201d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To jest:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>platforma (CPU + RAM + NPU)<\/li>\n\n\n\n<li>zasilanie (PSU)<\/li>\n\n\n\n<li>ch\u0142odzenie (airflow \/ AIO)<\/li>\n\n\n\n<li>storage (NVMe z ch\u0142odzeniem)<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ud83d\udc49 Dopiero ca\u0142o\u015b\u0107 daje efekt.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\ud83d\udd27 Perspektywa MKM Serwis <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Najwi\u0119ksza zmiana to nie wydajno\u015b\u0107 \u2014 tylko <strong>z\u0142o\u017cono\u015b\u0107 systemu<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Nowoczesny PC:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>jest szybszy<\/li>\n\n\n\n<li>jest cichszy<\/li>\n\n\n\n<li>ale jest te\u017c:\n<ul class=\"wp-block-list\">\n<li>trudniejszy w serwisie<\/li>\n\n\n\n<li>bardziej wra\u017cliwy na b\u0142\u0119dy monta\u017cowe<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/mkmserwis.pl\/wp-content\/uploads\/2026\/05\/efe61e30-b868-4d91-aceb-5574703ba927-1024x1024.png\" alt=\"\" class=\"wp-image-3214\" srcset=\"https:\/\/mkmserwis.pl\/wp-content\/uploads\/2026\/05\/efe61e30-b868-4d91-aceb-5574703ba927-1024x1024.png 1024w, https:\/\/mkmserwis.pl\/wp-content\/uploads\/2026\/05\/efe61e30-b868-4d91-aceb-5574703ba927-300x300.png 300w, https:\/\/mkmserwis.pl\/wp-content\/uploads\/2026\/05\/efe61e30-b868-4d91-aceb-5574703ba927-150x150.png 150w, https:\/\/mkmserwis.pl\/wp-content\/uploads\/2026\/05\/efe61e30-b868-4d91-aceb-5574703ba927-768x768.png 768w, https:\/\/mkmserwis.pl\/wp-content\/uploads\/2026\/05\/efe61e30-b868-4d91-aceb-5574703ba927-1080x1080.png 1080w, https:\/\/mkmserwis.pl\/wp-content\/uploads\/2026\/05\/efe61e30-b868-4d91-aceb-5574703ba927.png 1254w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>AI, RTX 50 i nowa era wydajno\u015bci \u2013 co naprawd\u0119 ma znaczenie w 2026? 1. AI PC i NPU \u2013 realna zmiana, ale\u2026 To nie jest jeszcze \u201epe\u0142na rewolucja\u201d dla ka\u017cdego u\u017cytkownika. \ud83d\udc49 W praktyce: \ud83d\udccc Wniosek serwisowy:NPU ma sens \u2192 je\u015bli realnie u\u017cywasz AI offline (np. modele lokalne, edycja, dev) 2. GPU RTX 50 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3211,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"saved_in_kubio":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[282],"tags":[333,335,327],"class_list":["post-3210","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-obeznani-z-technologia","tag-kompetencje-przyszlosci","tag-technologia-w-sluzbie-zycia","tag-wszystko-wyjasnione"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"AI, RTX 50 i nowa era wydajno\u015bci \u2013 co naprawd\u0119 ma znaczenie w 2026? 1. AI PC i NPU \u2013 realna zmiana, ale\u2026 To nie jest jeszcze \u201epe\u0142na rewolucja\u201d dla ka\u017cdego u\u017cytkownika. 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