[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"$ffFUljuElgdP-i1mZ4wzexYr4TTvUKDDrmCNWTaL4Fwo":3,"$f-gwIXJgDGgGv9bmRu29vUWmMAqDVQVCWspFuwnTv5fs":28,"$fs8386zdAUI-Rj5TzVbzTerjIHduHTXuIcIJmyYrxqs0":127,"$fBAGYmGYCfa_82-1pUhttAnnvWwuBAwrImwnGqteiGsU":300,"notifications-unread":325,"$fky_nQlqkue9h3DI9FaQmticpPxnsc5kyHuGTNk_K1bE":873,"atoms-gpt-5-5-polknal-codex-czy-developerzy-straca-precyzje-za-uniwersalnosc":975},[4,9,14,19,24],{"id":5,"slug":6,"name":7,"color_token":8},"5878a593-ac48-4ff3-a25b-35a7de448daa","narzedzia-ai","Narzędzia AI","accent",{"id":10,"slug":11,"name":12,"color_token":13},"ec013b2c-e6c4-4c31-b1ec-9587c629a169","praktyczne-zastosowania","Praktyczne zastosowania","gold",{"id":15,"slug":16,"name":17,"color_token":18},"165808b7-bea9-4eef-8280-014b3d85e6bf","news-analizy","News & analizy","azure",{"id":20,"slug":21,"name":22,"color_token":23},"d6c684e6-7b4c-40d9-907b-469f30dc2126","tutoriale-how-to","Tutoriale how-to","olive",{"id":25,"slug":26,"name":27,"color_token":8},"73506ae5-4a59-4ce3-9712-58fbb8565fc4","nauka-biznes-marketing","Nauka biznes & marketing",[29,34,39,44,49,53,58,63,68,72,77,82,87,92,97,102,107,112,117,122],{"slug":30,"draft_id":31,"pillar_id":33},"google-vs-anthropic-kto-naprawde-kontroluje-open-source-ai",{"title":32},"Google vs Anthropic: kto naprawdę kontroluje open source AI?",{"name":17},{"slug":35,"draft_id":36,"pillar_id":38},"78-deklaruje-5-mierzy-gdzie-reszta-gubi-pieniadze",{"title":37},"78% deklaruje, 5% mierzy. Gdzie reszta gubi pieniądze?",{"name":27},{"slug":40,"draft_id":41,"pillar_id":43},"27-razy-zbudowalem-tego-samego-bota-oto-co-naprawde-psuje-sie-po-wyjsciu-z-demo",{"title":42},"Zapier, Make czy n8n: agenci AI i automatyzacja bez kodu w 2026",{"name":7},{"slug":45,"draft_id":46,"pillar_id":48},"news-analizy-nawigacja-w-dynamicznym-swiecie-ai",{"title":47},"Newsy i analizy AI w 2026: jak odróżnić zmianę realną od szumu",null,{"slug":50,"draft_id":51,"pillar_id":48},"praktyczne-zastosowania-ai-od-pilotazu-do-produkcji",{"title":52},"Praktyczne zastosowania AI: jak przejść od pilotażu do produkcji",{"slug":54,"draft_id":55,"pillar_id":57},"90-inwestuje-12-mierzy-to-jest-roznica-miedzy-zyskiem-a-wydatkiem",{"title":56},"90% inwestuje, 12% mierzy. To jest różnica między zyskiem a wydatkiem.",{"name":27},{"slug":59,"draft_id":60,"pillar_id":62},"web-search-rag-pipeline-zanim-napiszesz-kolejny-scraper-przeczytaj-o-czterech-pulapkach",{"title":61},"Twój scraper spala tokeny na menu nawigacyjnym. Oto co zrobić zamiast tego",{"name":12},{"slug":64,"draft_id":65,"pillar_id":67},"hermes-agent-vs-gpt-4-kto-naprawde-wygrywa-w-open-source",{"title":66},"Hermes Agent vs. GPT-4: Kto naprawdę wygrywa w open-source?",{"name":17},{"slug":69,"draft_id":70,"pillar_id":48},"tutoriale-how-to-praktyczne-integracje-ai-krok-po-kroku",{"title":71},"Tutoriale how-to: Praktyczne integracje AI krok po kroku",{"slug":73,"draft_id":74,"pillar_id":76},"twoj-pilot-ai-zachwycil-zarzad-dlaczego-nigdy-nie-trafi-na-hale-produkcyjna",{"title":75},"95% pilotaży AI nie trafia do produkcji — i nie chodzi o kod",{"name":12},{"slug":78,"draft_id":79,"pillar_id":81},"twoj-agent-ma-72-skutecznosci-zmiana-modelu-tego-nie-naprawi",{"title":80},"LLM jako selektor akcji: dlaczego 72% to pułap, którego nie przeskoczysz bez zmiany architektury",{"name":12},{"slug":83,"draft_id":84,"pillar_id":86},"openai-i-microsoft-kto-zyskuje-kto-traci-na-zerwaniu-wylacznosci",{"title":85},"OpenAI i Microsoft: kto zyskuje, kto traci na zerwaniu wyłączności",{"name":17},{"slug":88,"draft_id":89,"pillar_id":91},"5-dni-zero-kodu-dzialajacy-agent-ai-czy-google-naprawde-da-founderom-to-czego-potrzebuja",{"title":90},"5 dni, zero kodu, działający agent AI – czy Google naprawdę da founderom to, czego potrzebują?",{"name":22},{"slug":93,"draft_id":94,"pillar_id":96},"karpathy-w-anthropic-kto-teraz-naprawde-wyprzedzi-openai",{"title":95},"Karpathy w Anthropic: kto teraz naprawdę wyprzedzi OpenAI?",{"name":17},{"slug":98,"draft_id":99,"pillar_id":101},"chatgpt-w-rozmowach-o-depresji-czy-zwolnieniach-kiedy-ai-naprawde-rozumie-o-co-chodzi",{"title":100},"ChatGPT w rozmowach o depresji czy zwolnieniach — kiedy AI naprawdę rozumie, o co chodzi?",{"name":17},{"slug":103,"draft_id":104,"pillar_id":106},"twoj-agent-ai-wlasnie-zjadl-trucizne-i-nawet-o-tym-nie-wie",{"title":105},"Twój agent AI właśnie przeczytał stronę, która go okłamała — i nie wie o tym",{"name":12},{"slug":108,"draft_id":109,"pillar_id":111},"kiedy-brak-llm-gateway-zaczyna-kosztowac-mapa-decyzji-dla-operatora",{"title":110},"Kiedy jeden provider LLM zaczyna kosztować więcej niż cały zespół",{"name":12},{"slug":113,"draft_id":114,"pillar_id":116},"egzaminy-w-erze-ai-czy-chatgpt-zdalby-mature-lepiej-niz-twoje-dziecko",{"title":115},"Egzaminy w erze AI: Czy ChatGPT zdałby maturę lepiej niż twoje dziecko?",{"name":17},{"slug":118,"draft_id":119,"pillar_id":121},"nemotron-3-nano-vs-reszta-stawki-4b-kto-wygrywa-lokalny-benchmark-finansowy-w-2026",{"title":120},"Nemotron 3 Nano 4B: co potwierdzają źródła o modelu NVIDIA",{"name":7},{"slug":123,"draft_id":124,"pillar_id":126},"15-minut-vs-30-sekund-jak-przyspieszyc-pandasa-bez-kupowania-nowego-serwera",{"title":125},"15 minut vs 30 sekund: jak przyspieszyć Pandasa bez kupowania nowego serwera",{"name":22},[128,160,186,212,237,258,278],{"id":129,"label":130,"label_en":131,"icon":132,"subcategories":133,"count":159},"generowanie-tresci","Generowanie treści","Content Generation","pen-tool",[134,139,144,149,154],{"id":135,"label":136,"description":137,"count":138},"tekst-llm","Tekst i LLM","Chatboty, asystenci pisania, generatory copy, parafrazy",28,{"id":140,"label":141,"description":142,"count":143},"obrazy-design","Obrazy i design","Generowanie obrazów, edycja zdjęć, design graficzny",115,{"id":145,"label":146,"description":147,"count":148},"wideo-animacja","Wideo i animacja","Generowanie wideo, edycja, animacja AI",58,{"id":150,"label":151,"description":152,"count":153},"audio-mowa","Audio i mowa","TTS, voice cloning, generowanie muzyki, podcasty AI",43,{"id":155,"label":156,"description":157,"count":158},"kodowanie","Kodowanie","Asystenci kodowania, generacja kodu, code review",18,262,{"id":161,"label":162,"label_en":163,"icon":164,"subcategories":165,"count":185},"automatyzacja","Automatyzacja","Automation","zap",[166,170,175,180],{"id":167,"label":168,"description":169,"count":153},"workflow","Workflow i integracje","Automatyzacja procesów, integracje API, no-code",{"id":171,"label":172,"description":173,"count":174},"agenci-ai","Agenci AI","Autonomiczni agenci, frameworki agentowe, MCP",51,{"id":176,"label":177,"description":178,"count":179},"web-scraping","Web scraping i harvesting","Ekstrakcja danych, scraping, monitoring stron",6,{"id":181,"label":182,"description":183,"count":184},"rpa","RPA i automatyzacja biura","Robotic Process Automation, automatyzacja zadań biurowych",0,100,{"id":187,"label":188,"label_en":189,"icon":190,"subcategories":191,"count":211},"biznes-marketing","Biznes i marketing","Business & Marketing","briefcase",[192,197,202,207],{"id":193,"label":194,"description":195,"count":196},"marketing-seo","Marketing i SEO","SEO, content marketing, reklamy, social media",76,{"id":198,"label":199,"description":200,"count":201},"sprzedaz-crm","Sprzedaż i CRM","CRM AI, lead generation, sales automation",39,{"id":203,"label":204,"description":205,"count":206},"analityka","Analityka i BI","Business Intelligence, analiza danych, raportowanie",7,{"id":208,"label":209,"description":210,"count":179},"finanse-ksiegowosc","Finanse i księgowość","Automatyzacja finansów, fakturowanie, księgowość AI",128,{"id":213,"label":214,"label_en":215,"icon":216,"subcategories":217,"count":201},"produktywnosc","Produktywność","Productivity","check-square",[218,222,227,232],{"id":219,"label":220,"description":221,"count":206},"asystenci","Asystenci AI","Asystenci osobisti, AI chat, asystenci głosowi",{"id":223,"label":224,"description":225,"count":226},"notatniki-pm","Notatniki i zarządzanie projektami","AI note-taking, project management, organizacja pracy",23,{"id":228,"label":229,"description":230,"count":231},"komunikacja","Komunikacja i email","Email AI, komunikacja zespołowa, kalendarze",5,{"id":233,"label":234,"description":235,"count":236},"research-wiedza","Research i zarządzanie wiedzą","Research AI, bazy wiedzy, zarządzanie dokumentami",4,{"id":238,"label":239,"label_en":240,"icon":241,"subcategories":242,"count":257},"edukacja-nauka","Edukacja i nauka","Education & Science","book-open",[243,247,252],{"id":244,"label":245,"description":246,"count":226},"e-learning","E-learning i kursy","Platformy edukacyjne, generacja kursów, tutoring AI",{"id":248,"label":249,"description":250,"count":251},"jezyki","Nauka języków","Aplikacje do nauki języków, translatory, konwersacje AI",1,{"id":253,"label":254,"description":255,"count":256},"akademia-research","Badania naukowe","Research akademicki, analiza publikacji, cytowania",2,26,{"id":259,"label":260,"label_en":261,"icon":262,"subcategories":263,"count":277},"infrastruktura","Infrastruktura i API","Infrastructure & API","server",[264,269,273],{"id":265,"label":266,"description":267,"count":268},"api-modele","API i modele","API LLM, hosting modeli, platformy AI",19,{"id":270,"label":271,"description":272,"count":236},"mcp-serwery","MCP i narzędzia deweloperskie","Model Context Protocol, SDK, frameworki AI",{"id":274,"label":275,"description":276,"count":251},"bezpieczenstwo","Bezpieczeństwo i compliance","AI security, monitoring, compliance, governance",24,{"id":279,"label":280,"label_en":281,"icon":282,"subcategories":283,"count":299},"pozostale","Pozostałe","Other","more-horizontal",[284,289,294],{"id":285,"label":286,"description":287,"count":288},"wykrywanie-ai","Wykrywanie AI","AI content detection, deepfake detection, watermarking",13,{"id":290,"label":291,"description":292,"count":293},"rozrywka","Rozrywka i lifestyle","AI w rozrywce, randki, gry, kreatywność",10,{"id":295,"label":296,"description":297,"count":298},"inne","Inne","Nieskategoryzowane narzędzia AI",12,35,[301],{"id":302,"slug":303,"canonical_url":304,"cover_image":305,"published_at":306,"last_refreshed_at":307,"reading_time_min":308,"pillar_id":309,"author_id":310,"draft_id":317},"0687d20f-29bf-4bc4-a56b-87578591ad0e","gpt-5-5-polknal-codex-czy-developerzy-straca-precyzje-za-uniwersalnosc","https:\u002F\u002Fai-odkrywca.pl\u002Fposts\u002Fgpt-5-5-polknal-codex-czy-developerzy-straca-precyzje-za-uniwersalnosc","ff3b5eff-b652-4982-86ee-932fdd31504d","2026-08-18T08:01:58.642Z","2026-10-21T22:20:58.081Z",8,{"id":15,"name":17,"slug":16,"color_token":18},{"display_name":311,"slug":312,"bio_short":313,"social_links":314},"Andrzej Niemiec","andrzej-niemiec","Fanatyk nowych technologii i specjalista w zakresie sztucznej inteligencji.",{"linkedin":315,"x":48,"github":48,"website":316},"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fandrzej-niemiec-b3ab60220\u002F","https:\u002F\u002Faion-automation.pl",{"title":318,"meta_description":319,"body_mdx":320,"word_count":321,"author_type":322,"ai_model_used":323,"schema_type":324},"GPT-5.5 wycofany z Codex dla ChatGPT. Co to oznacza dla programistów?","14 października 2026 OpenAI wycofało GPT-5.5 z Codex dla użytkowników logujących się przez ChatGPT. Codex nadal działa, API bez zmian. Wyjaśniamy różnice modeli i ceny.","## Czy Codex przestał istnieć po premierze GPT-5.5?\n\nNie. Codex pozostaje osobnym produktem OpenAI: obejmuje aplikację, CLI, rozszerzenie do IDE oraz wersję w przeglądarce, a jego changelog był aktualizowany również w październiku 2026 [1]. Dokumentacja modeli nadal wymienia modele dostępne w Codex [2]. To, co się zmieniło, dotyczy dostępności jednego modelu dla wybranej grupy użytkowników, nie likwidacji narzędzia.\n\nTrzy zdarzenia, które łatwo pomylić:\n\n- **5 lutego 2026** — OpenAI wypuściło wyspecjalizowany model GPT-5.3-Codex, opisany jako natywny agent Codex łączący wydajność programowania z ogólnym rozumowaniem [3].\n- **5 marca 2026** — GPT-5.4 stał się ogólnym modelem dostępnym także w Codex; OpenAI podało, że zawiera możliwości koderskie GPT-5.3-Codex i upraszcza wybór modeli w Codex [4].\n- **14 października 2026** — GPT-5.5 wycofano z Codex dla użytkowników zalogowanych przez ChatGPT [5].\n\nŻadne z tych zdarzeń nie oznacza „połknięcia” Codex przez nowszy model ani likwidacji produktu. Kontekst rodziny modeli, plany i cennik opisujemy na stronie [ChatGPT](\u002Fchatgpt).\n\n## Co dokładnie zmieniło się 14 października 2026?\n\nOpenAI wycofało GPT-5.5 z Codex dla użytkowników zalogowanych przez ChatGPT, z mocą od 14 października 2026 o 19:00 UTC [5]. Zmiana nie objęła API ani sesji Codex uwierzytelnianych kluczem API [5]. Ten sam model pozostaje więc osiągalny w jednej ścieżce dostępu, a znika w drugiej.\n\nW praktyce dwa zespoły pracujące „w Codexie” mogą tego dnia mieć różne doświadczenie, mimo tej samej subskrypcji. Warto to sprawdzić przed planowaniem wdrożenia, bo changelog produktu jest aktualizowany na bieżąco [1]. Użytkownicy Codex raportowali też, że GPT-5.5 w Codex jest droższy i wolniejszy od GPT-5.4 przy tym samym zadaniu [9]. Niezależny opis premiery wskazywał, że GPT-5.5 jest około dwukrotnie droższy od GPT-5.4, wygrywa w kodowaniu agentowym, a w SWE-Bench Pro prowadzi Claude [8].\n\n## Czym różniły się GPT-5.4 i GPT-5.5 w Codex?\n\nRóżniły się datą premiery, pozycjonowaniem i deklarowanym kontekstem. GPT-5.4 ogłoszono 5 marca 2026 jako model ogólny z możliwościami GPT-5.3-Codex i eksperymentalnym kontekstem do 1 mln tokenów w Codex [4]. GPT-5.5 ogłoszono 23 kwietnia 2026 jako model do kodowania agentowego, używania komputera, pracy biurowej i badań, z kontekstem 400 tys. tokenów w Codex [6].\n\n| Kryterium | GPT-5.4 | GPT-5.5 |\n|---|---|---|\n| Data ogłoszenia | 5 marca 2026 [4] | 23 kwietnia 2026 [6] |\n| Pozycjonowanie | model ogólny, zawiera możliwości koderskie GPT-5.3-Codex [4] | kodowanie agentowe, używanie komputera, praca biurowa, badania [6] |\n| Kontekst w Codex | eksperymentalnie do 1 mln tokenów [4] | 400 tys. tokenów w ogłoszeniu [6] |\n| Ścieżki dostępu | ChatGPT, API i Codex [4] | ChatGPT i Codex [6] |\n| Wycofanie z Codex przy logowaniu przez ChatGPT | nie dotyczy | 14 października 2026 [5] |\n\nWniosek: nowszy model nie daje automatycznie większego kontekstu w każdej konfiguracji. 1 mln tokenów dla GPT-5.4 było ustawieniem eksperymentalnym, a GPT-5.5 ogłaszano z 400 tys. tokenów w Codex [4][6]. Porównanie modeli do kodowania, także pod kątem kosztu, opisujemy w tekście [GPT 5.5 vs Opus 4.7 w kodowaniu](\u002Fposts\u002Fgpt-5-5-vs-opus-4-7-w-kodowaniu-ktory-model-naprawde-oszczedza-czas-i-pieniadze).\n\n## Czy uniwersalny model traci precyzję w kodowaniu?\n\nNie ma dowodów na ogólną utratę precyzji. Materiały pokazują, że wynik zależy od modelu, ustawień rozumowania, narzędzi, sandboxa i orkiestracji Codex [7]. Porównania bezpieczeństwa i poprawności pokazują różnice między samym modelem a harnessem, w którym pracuje [7]. Pytanie „uniwersalny czy wyspecjalizowany” lepiej zastąpić pytaniem o konkretne zadanie i konfigurację.\n\nMateriał Endor Labs wskazuje, że GPT-5.5 ustanowił nowy rekord bezpieczeństwa kodu we współpracy z Cursor, a nie z Codex [7]. To pokazuje, jak mocno wynik zależy od środowiska uruchomienia. W dostępnych źródłach nie ma benchmarku, który potwierdzałby ogólny spadek precyzji GPT-5.5 względem modeli dedykowanych [7][8].\n\n## Ile kosztuje ChatGPT i Codex w Polsce?\n\nCeny zależą od planu, nie od samego modelu. OpenAI podaje 8 USD miesięcznie za plan Go, 20 USD za Plus i 200 USD za Pro [11][10]. Polskie zestawienie z września 2026 podawało 34,99 zł za Go, 99,99 zł za Plus i 999 zł za Pro 200 [13]. Stan na październik 2026: ceny w checkoutcie mogą się różnić.\n\nOpenAI obsługuje PLN dla Polski, ale zmiana waluty wymaga anulowania i ponownej subskrypcji po zakończeniu okresu rozliczeniowego [12]. Subskrypcje kupowane w iOS lub Androidzie rozliczają Apple i Google w walucie lokalnej [12]. Pro występuje w kilku progach, Pro 100, Pro 200 i Pro 500, różniących się limitem użycia [18]. API jest rozliczane oddzielnie od planów ChatGPT [10].\n\n## Co dalej z modelami w Codex?\n\nCodex nadal dostaje nowe modele. 9 lipca 2026 OpenAI udostępniło GPT-5.6 w wariantach Sol, Terra i Luna w ChatGPT, Codex i API [14]. 7 października 2026 ruszył globalny rollout GPT-6 z Intelligent UI [15]. 15 października 2026 GPT-6.1 Sol trafił do ChatGPT Work i Codex dla planów Plus, Pro, Business, Enterprise i Edu, ale jeszcze nie do zwykłego czatu [16]. Materiały OpenAI opisują GPT-6.1 Sol jako model o wydajności bliskiej Astra i niższym koszcie [17].\n\nTo najprostszy test tezy o „końcu Codex”: produkt, który ma zniknąć, nie dostaje w październiku 2026 kolejnego modelu [1][16].\n\n## Jak sprawdzić własną konfigurację?\n\n1. Ustal, czy logujesz się przez ChatGPT, czy kluczem API, bo od tego zależy dostępność GPT-5.5 w Codex [5].\n2. Sprawdź aktualną listę modeli w dokumentacji Codex [2].\n3. Zajrzyj do changelogu produktu przed planowaniem wdrożenia [1].\n4. Zmierz model na własnym zadaniu, bo wynik zależy od harnessu, nie tylko od modelu [7].\n5. Oszacuj koszt według planu, bo cennik dotyczy planu, nie modelu [10][11].\n\nJeśli wdrożenie ma działać poza chmurą, osobny wątek opisuje [Codex on-premise i wymogi compliance](\u002Fposts\u002Fcodex-on-premise-jak-openai-i-dell-omijaja-polskie-blokady-compliance-w-kodowaniu).\n\n## Najczęstsze pytania\n\n### Czy Codex został zamknięty?\n\nNie. Codex nadal jest produktem obejmującym aplikację, CLI, rozszerzenie IDE i wersję webową, a jego changelog był aktualizowany w październiku 2026 [1]. Zmiana z 14 października dotyczyła dostępności GPT-5.5 dla użytkowników logujących się przez ChatGPT, nie samego Codex [5].\n\n### Czy GPT-5.5 nadal działa w Codex?\n\nTak, ale nie dla każdej ścieżki logowania. Od 14 października 2026 o 19:00 UTC GPT-5.5 nie jest dostępny w Codex dla użytkowników zalogowanych przez ChatGPT, natomiast API i sesje uwierzytelniane kluczem API nie zostały objęte zmianą [5]. Warto sprawdzić własną konfigurację przed planowaniem pracy.\n\n### Czy API OpenAI objęła ta zmiana?\n\nNie. Wycofanie GPT-5.5 z Codex przy logowaniu przez ChatGPT nie dotyczy API ani sesji Codex uwierzytelnianych kluczem API [5]. API pozostaje osobną ścieżką dostępu, a modele w nim dostępne opisuje dokumentacja OpenAI [2].\n\n### Czy GPT-5.5 jest droższy od GPT-5.4?\n\nOpis premiery wskazywał, że GPT-5.5 jest około dwukrotnie droższy od GPT-5.4 [8], a użytkownicy Codex raportowali wyższy koszt i wolniejsze działanie przy tym samym zadaniu [9]. Cennik zależy jednak od planu i sposobu rozliczenia, więc kwoty trzeba sprawdzać w oficjalnym cenniku [10].\n\n### Który model wybrać do kodowania w 2026?\n\nNie ma jednej odpowiedzi. GPT-5.4 oferował w Codex eksperymentalny kontekst do 1 mln tokenów [4], GPT-5.5 ogłaszano z kontekstem 400 tys. tokenów i pozycjonowaniem pod kodowanie agentowe [6], a nowsze GPT-5.6 i GPT-6.1 Sol trafiły również do Codex [14][16]. Wybór zależy od zadania i harnessu [7].\n\n## Źródła\n\n1. [ChatGPT & Codex changelog (OpenAI Developers, 2026)](https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fchangelog)\n2. [Models, Codex (OpenAI Developers, 2026)](https:\u002F\u002Fdevelopers.openai.com\u002Fcodex\u002Fmodels)\n3. [Introducing GPT-5.3-Codex (OpenAI, 2026)](https:\u002F\u002Fopenai.com\u002Findex\u002Fintroducing-gpt-5-3-codex)\n4. [Introducing GPT-5.4 (OpenAI, 2026)](https:\u002F\u002Fopenai.com\u002Findex\u002Fintroducing-gpt-5-4)\n5. [Model Release Notes (OpenAI Help Center, 2026)](https:\u002F\u002Fhelp.openai.com\u002Fen\u002Farticles\u002F9624314-model-release-notes)\n6. [Introducing GPT-5.5 (OpenAI, 2026)](https:\u002F\u002Fopenai.com\u002Findex\u002Fintroducing-gpt-5-5)\n7. [GPT-5.5 Sets a New Code Security Record with Cursor, not Codex, in Agent Security League (Endor Labs, 2026)](https:\u002F\u002Fwww.endorlabs.com\u002Flearn\u002Fgpt-5-5-sets-a-new-code-security-record-with-cursor-not-codex-in-agent-security-league)\n8. [GPT-5.5 premiera: dwa razy drożej, ale czy warto? (DevStock Academy, 2026)](https:\u002F\u002Fdevstockacademy.pl\u002Fblog\u002Fbranza-it-i-nowe-technologie\u002Fgpt-5-5-openai-premiera-benchmarki-2026\u002F)\n9. [GPT-5.5 in Codex is twice as expensive, slower (Reddit r\u002Fcodex, 2026)](https:\u002F\u002Fwww.reddit.com\u002Fr\u002Fcodex\u002Fcomments\u002F1sv39px\u002Fgpt55_in_codex_is_twice_as_expensive_slower_and\u002F)\n10. [Plans and Pricing (ChatGPT, 2026)](https:\u002F\u002Fchatgpt.com\u002Fpricing)\n11. [Introducing ChatGPT Go, now available worldwide (OpenAI, 2026)](https:\u002F\u002Fopenai.com\u002Findex\u002Fintroducing-chatgpt-go)\n12. [Multi-currency billing (OpenAI Help Center, 2026)](https:\u002F\u002Fhelp.openai.com\u002Fen\u002Farticles\u002F10421635-multicurrency-billing)\n13. [Ile kosztuje ChatGPT w 2026? Free, Go, Plus czy Pro (AI-Radar.pl, 2026)](https:\u002F\u002Fai-radar.pl\u002File-kosztuje-chatgpt-2026-free-go-plus-pro)\n14. [GPT-5.6: Frontier intelligence that scales with your ambition (OpenAI, 2026)](https:\u002F\u002Fopenai.com\u002Findex\u002Fgpt-5-6)\n15. [GPT-6 and Intelligent UI for everyone (OpenAI, 2026)](https:\u002F\u002Fopenai.com\u002Findex\u002Fgpt-6-for-everyone)\n16. [Introducing GPT-6.1 Sol (OpenAI, 2026)](https:\u002F\u002Fopenai.com\u002Findex\u002Fintroducing-gpt-6-1-sol)\n17. [September 28 – October 2, 2026 (ChatGPT Learn, 2026)](https:\u002F\u002Flearn.chatgpt.com\u002Fdocs\u002Fwhats-new\u002Fseptember-28-october-2-2026)\n18. [About ChatGPT Pro tiers (OpenAI Help Center, 2026)](https:\u002F\u002Fhelp.openai.com\u002Fen\u002Farticles\u002F9793128-about-chatgpt-pro-tiers)",1486,"ai_generated","deepseek\u002Fdeepseek-v4.1-flash","Article",{"data":326},[327,337,343,351,359,366,373,380,388,395,402,409,416,424,431,437,444,452,460,468,475,482,490,497,505,512,518,525,532,539,546,553,560,566,573,580,587,593,598,603,608,612,617,622,627,631,636,640,645,649,653,657,661,665,669,672,676,680,684,687,691,694,697,701,704,707,710,713,716,719,722,726,729,732,735,739,748,753,756,761,769,773,777,781,785,793,801,805,809,813,817,820,827,834,842,850,854,858,866,870],{"id":328,"type":329,"title":330,"body":331,"tool_name":332,"z2u_price":333,"z2u_url":334,"status":335,"read_at":48,"created_at":336},1348,"price_drop","💰 Vora — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Vora",67.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvora","unread","2026-10-23T04:15:26.716Z",{"id":338,"type":329,"title":339,"body":331,"tool_name":340,"z2u_price":333,"z2u_url":341,"status":335,"read_at":48,"created_at":342},1347,"💰 Seamless QR Code — spadek ceny","Seamless QR Code","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseamless-qr-code","2026-10-23T04:15:26.351Z",{"id":344,"type":329,"title":345,"body":346,"tool_name":347,"z2u_price":348,"z2u_url":349,"status":335,"read_at":48,"created_at":350},1346,"💰 Inspire Sales Academy — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €226.95 (regular: €566.95) | Rabat: 60%","Inspire Sales Academy",226.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finspire-sales-academy","2026-10-23T04:15:25.498Z",{"id":352,"type":329,"title":353,"body":354,"tool_name":355,"z2u_price":356,"z2u_url":357,"status":335,"read_at":48,"created_at":358},1345,"💰 Contact Concert — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €101.95 (regular: €1010.95) | Rabat: 90%","Contact Concert",101.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcontact-concert","2026-10-23T04:15:24.932Z",{"id":360,"type":329,"title":361,"body":362,"tool_name":363,"z2u_price":333,"z2u_url":364,"status":335,"read_at":48,"created_at":365},1344,"💰 OnChat — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €67.95 (regular: €670.95) | Rabat: 90%","OnChat","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fonchat","2026-10-23T04:15:23.130Z",{"id":367,"type":329,"title":368,"body":369,"tool_name":370,"z2u_price":333,"z2u_url":371,"status":335,"read_at":48,"created_at":372},1343,"💰 Helpmate — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €67.95 (regular: €101.95) | Rabat: 33%","Helpmate","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fhelpmate","2026-10-23T04:15:22.879Z",{"id":374,"type":329,"title":375,"body":376,"tool_name":377,"z2u_price":333,"z2u_url":378,"status":335,"read_at":48,"created_at":379},1342,"💰 Playix.cloud — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Playix.cloud","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fplayix-cloud","2026-10-23T04:15:21.439Z",{"id":381,"type":329,"title":382,"body":383,"tool_name":384,"z2u_price":385,"z2u_url":386,"status":335,"read_at":48,"created_at":387},1341,"💰 FileLu — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €169.95 (regular: €397.95) | Rabat: 57%","FileLu",169.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Ffilelu","2026-10-23T04:15:21.280Z",{"id":389,"type":329,"title":390,"body":391,"tool_name":392,"z2u_price":333,"z2u_url":393,"status":335,"read_at":48,"created_at":394},1340,"💰 Purple Photo — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €89.95) | Rabat: 24%","Purple Photo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpurple-photo","2026-10-23T04:15:19.971Z",{"id":396,"type":329,"title":397,"body":398,"tool_name":399,"z2u_price":333,"z2u_url":400,"status":335,"read_at":48,"created_at":401},1339,"💰 CursorClip — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €110.95) | Rabat: 39%","CursorClip","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcursorclip","2026-10-23T04:15:19.613Z",{"id":403,"type":329,"title":404,"body":405,"tool_name":406,"z2u_price":333,"z2u_url":407,"status":335,"read_at":48,"created_at":408},1338,"💰 Creatiyo — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €226.95) | Rabat: 70%","Creatiyo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcreatiyo","2026-10-23T04:15:19.453Z",{"id":410,"type":329,"title":411,"body":412,"tool_name":413,"z2u_price":333,"z2u_url":414,"status":335,"read_at":48,"created_at":415},1337,"💰 Blupry Bundle — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €257.95) | Rabat: 74%","Blupry Bundle","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fblupry","2026-10-23T04:15:19.294Z",{"id":417,"type":329,"title":418,"body":419,"tool_name":420,"z2u_price":421,"z2u_url":422,"status":335,"read_at":48,"created_at":423},1336,"💰 Al Webcam Effects — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €135.95 (regular: €1134.95) | Rabat: 88%","Al Webcam Effects",135.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fal-webcam-effects","2026-10-23T04:15:19.132Z",{"id":425,"type":329,"title":426,"body":427,"tool_name":428,"z2u_price":333,"z2u_url":429,"status":335,"read_at":48,"created_at":430},1335,"💰 Vocal — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Vocal","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvocal","2026-10-23T04:15:17.568Z",{"id":432,"type":329,"title":433,"body":427,"tool_name":434,"z2u_price":333,"z2u_url":435,"status":335,"read_at":48,"created_at":436},1334,"💰 Vimageo — spadek ceny","Vimageo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvimageo","2026-10-23T04:15:17.350Z",{"id":438,"type":329,"title":439,"body":440,"tool_name":441,"z2u_price":356,"z2u_url":442,"status":335,"read_at":48,"created_at":443},1333,"💰 Sheetany — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €101.95 (regular: €395.95) | Rabat: 74%","Sheetany","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsheetany","2026-10-23T04:15:16.584Z",{"id":445,"type":329,"title":446,"body":447,"tool_name":448,"z2u_price":449,"z2u_url":450,"status":335,"read_at":48,"created_at":451},1332,"💰 LightPDF — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €118.95 (regular: €226.95) | Rabat: 48%","LightPDF",118.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Flightpdf","2026-10-23T04:15:15.734Z",{"id":453,"type":329,"title":454,"body":455,"tool_name":456,"z2u_price":457,"z2u_url":458,"status":335,"read_at":48,"created_at":459},1331,"💰 International Open Academy — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €203.95 (regular: €453.95) | Rabat: 55%","International Open Academy",203.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finternational-open-academy","2026-10-23T04:15:15.580Z",{"id":461,"type":329,"title":462,"body":463,"tool_name":464,"z2u_price":465,"z2u_url":466,"status":335,"read_at":48,"created_at":467},1330,"💰 4K Bundle — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €59.95 (regular: €79.95) | Rabat: 25%","4K Bundle",59.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002F4k-bundle","2026-10-23T04:15:14.911Z",{"id":469,"type":329,"title":470,"body":471,"tool_name":472,"z2u_price":385,"z2u_url":473,"status":335,"read_at":48,"created_at":474},1329,"💰 Video Service Desk — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €169.95 (regular: €3390.95) | Rabat: 95%","Video Service Desk","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvideo-service-desk","2026-10-23T04:15:13.262Z",{"id":476,"type":329,"title":477,"body":478,"tool_name":479,"z2u_price":333,"z2u_url":480,"status":335,"read_at":48,"created_at":481},1328,"💰 Classified Billing — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Classified Billing","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fclassified-billing","2026-10-23T04:15:13.024Z",{"id":483,"type":329,"title":484,"body":485,"tool_name":486,"z2u_price":487,"z2u_url":488,"status":335,"read_at":48,"created_at":489},1327,"💰 Paddle CRM — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €337.95 (regular: €3373.95) | Rabat: 90%","Paddle CRM",337.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpaddle-crm","2026-10-23T04:15:12.487Z",{"id":491,"type":329,"title":492,"body":493,"tool_name":494,"z2u_price":356,"z2u_url":495,"status":335,"read_at":48,"created_at":496},1326,"💰 ZuckerBot — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €101.95 (regular: €1010.95) | Rabat: 90%","ZuckerBot","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fzuckerbot","2026-10-23T04:15:10.775Z",{"id":498,"type":329,"title":499,"body":500,"tool_name":501,"z2u_price":502,"z2u_url":503,"status":335,"read_at":48,"created_at":504},1325,"💰 Sociosight — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €76.95 (regular: €107.95) | Rabat: 29%","Sociosight",76.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fsociosight","2026-10-23T04:15:10.636Z",{"id":506,"type":329,"title":507,"body":508,"tool_name":509,"z2u_price":333,"z2u_url":510,"status":335,"read_at":48,"created_at":511},1324,"💰 Qura Al — spadek ceny","Platforma: Dealify | Kategoria: Social Media | Cena: €67.95 (regular: €670.95) | Rabat: 90%","Qura Al","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fqura-al","2026-10-23T04:15:10.498Z",{"id":513,"type":329,"title":514,"body":508,"tool_name":515,"z2u_price":333,"z2u_url":516,"status":335,"read_at":48,"created_at":517},1323,"💰 Brand2Social — spadek ceny","Brand2Social","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbrand2social","2026-10-23T04:15:10.248Z",{"id":519,"type":329,"title":520,"body":521,"tool_name":522,"z2u_price":385,"z2u_url":523,"status":335,"read_at":48,"created_at":524},1322,"💰 Structa — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €169.95 (regular: €339.95) | Rabat: 50%","Structa","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fstructa","2026-10-23T04:15:08.863Z",{"id":526,"type":329,"title":527,"body":528,"tool_name":529,"z2u_price":385,"z2u_url":530,"status":335,"read_at":48,"created_at":531},1321,"💰 N8Nitro — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €169.95 (regular: €1362.95) | Rabat: 88%","N8Nitro","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fn8nitro","2026-10-23T04:15:08.608Z",{"id":533,"type":329,"title":534,"body":535,"tool_name":536,"z2u_price":333,"z2u_url":537,"status":335,"read_at":48,"created_at":538},1320,"💰 EasyLink Automations — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €67.95 (regular: €670.95) | Rabat: 90%","EasyLink 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Liczby, które powinny niepokoić polskie firmy","W czerwcu 2024 roku pisarze z Writers Guild of America wynegocjowali zakaz używania generatywnej AI do pisania scenariuszy w Hollywood. To nie był pierwszy p…",{"id":882,"slug":883,"reading_time_min":179,"pillar_id":884,"draft_id":885},"ffcfb1b3-5d39-4a99-943e-65767ee2550e","openai-bez-microsoftu-kto-zyska-a-kto-straci-na-nowych-zasadach-gry",{"color_token":18},{"title":886,"meta_description":887},"OpenAI bez Microsoftu: kto zyska, a kto straci na nowych zasadach gry","Kwiecień 2026 roku. 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Zamiast 15-minutowego filmu dostajesz trzy akapity tekstu: kroki, narzęd…",{"id":897,"slug":898,"reading_time_min":206,"pillar_id":899,"draft_id":900},"4238f32a-fb55-4bb8-9239-5608031c1079","40-miliardow-dolarow-od-google-kto-naprawde-zyska-na-sojuszu-z-anthropic",{"color_token":18},{"title":901,"meta_description":902},"40 miliardów dolarów od Google: kto naprawdę zyska na sojuszu z Anthropic?","W kwietniu 2026 roku Google zrobiło ruch, który wstrząsnął rynkiem AI. 40 miliardów dolarów za udział w Anthropic – firmie, która jeszcze dwa lata temu była …",{"id":904,"slug":905,"reading_time_min":308,"pillar_id":906,"draft_id":907},"d8b00ab9-9b58-41c1-b1e7-051a53e3d31c","github-copilot-dlaczego-placisz-wiecej-choc-miales-placic-mniej",{"color_token":18},{"title":908,"meta_description":909},"GitHub Copilot: dlaczego płacisz więcej, choć miałeś płacić mniej","W zeszłym tygodniu zespół developerski wrocławskiej spółki z o.o. dostał alert z GitHuba: \"Od 2026 roku rozliczamy Copilota za faktyczne użycie\". Po wstępnyc…",{"id":911,"slug":912,"reading_time_min":308,"pillar_id":913,"draft_id":914},"5ce29e8a-e105-4e5f-88fc-adb136b9f528","co-naprawde-zmienilo-sie-w-umowie-microsoft-openai-i-dlaczego-agi-przestalo-byc-priorytetem",{"color_token":18},{"title":915,"meta_description":916},"Co naprawdę zmieniło się w umowie Microsoft-OpenAI — i dlaczego AGI przestało być priorytetem","W poniedziałek rano Microsoft usunął z umowy z OpenAI klauzulę, która przez lata definiowała ich współpracę: gwarancję pierwszeństwa w dostępie do sztucznej …",{"id":918,"slug":919,"reading_time_min":231,"pillar_id":920,"draft_id":921},"4b968a9d-1ac3-4cd2-9254-63e11faa8d15","dlaczego-elon-musk-przegral-z-openai-jeden-blad-ktory-kosztowal-go-miliardy",{"color_token":18},{"title":922,"meta_description":923},"Dlaczego Elon Musk przegrał z OpenAI? Jeden błąd, który kosztował go miliardy","Elon Musk złożył pozew przeciwko OpenAI w 2025 roku, sześć lat po tym, jak firma porzuciła model non-profit. Sąd uznał, że to opóźnienie zabiło jego szanse n…",{"id":925,"slug":113,"reading_time_min":206,"pillar_id":926,"draft_id":927},"a179690b-3757-4b5b-a995-9ff7c9a5505a",{"color_token":18},{"title":115,"meta_description":928},"W lutym 2024 roku japońskie media obiegła wiadomość: ChatGPT uzyskał wyniki lepsze niż 90% kandydatów na egzaminach wstępnych na Uniwersytet Tokijski i Kioto…",{"id":930,"slug":98,"reading_time_min":206,"pillar_id":931,"draft_id":932},"7977e6a4-813b-418d-b5e6-61b31f7dc749",{"color_token":18},{"title":100,"meta_description":933},"Firma z branży HR wdrożyła ChatGPT do wstępnej selekcji kandydatów. Wszystko szło dobrze, dopóki model nie zasugerował jednej z aplikantek, że \"może warto ro…",{"id":935,"slug":30,"reading_time_min":206,"pillar_id":936,"draft_id":937},"1e7f5934-ce29-4261-a03e-a4e0afcb0529",{"color_token":18},{"title":32,"meta_description":938},"W lutym 2024 roku Google udostępniło Gemmę — lekki model AI, który miał być odpowiedzią na rosnącą dominację Anthropic. Problem? Gemma nie jest w pełni open …",{"id":940,"slug":83,"reading_time_min":891,"pillar_id":941,"draft_id":942},"63051d1f-d6f6-49fe-a6fa-5022455ebb92",{"color_token":18},{"title":85,"meta_description":943},"Wczorajsza decyzja OpenAI o zakończeniu wyłączności z Microsoftem nie była niespodzianką — ale jej skutki będą odczuwalne przez lata. Dla polskiej firmy, któ…",{"id":945,"slug":946,"reading_time_min":179,"pillar_id":947,"draft_id":948},"d4265554-dd8f-4502-ba4b-cc0b01b09ec8","spacex-kontra-aws-kto-zbuduje-chmure-dla-polskiej-ai",{"color_token":18},{"title":949,"meta_description":950},"SpaceX kontra AWS: kto zbuduje chmurę dla polskiej AI?","Anthropic płaci SpaceX 1,25 miliarda dolarów miesięcznie za dostęp do mocy obliczeniowej. To nie błąd drukarski — umowa obowiązuje do 2029 roku i może zmieni…",{"id":952,"slug":64,"reading_time_min":891,"pillar_id":953,"draft_id":954},"2e8d6aab-d5e7-49b3-8bd3-c7d1712da7f8",{"color_token":18},{"title":66,"meta_description":955},"W lutym 2025 roku model Hermes 2 Pro Mistral 7B osiągnął 89,3% w benchmarku MMLU, bijąc GPT-3.5 i zbliżając się do wyników komercyjnych gigantów. To nie przy…",{"id":957,"slug":958,"reading_time_min":179,"pillar_id":959,"draft_id":960},"9cef0925-212d-49d4-aa35-46c74c09b9be","nvidia-bije-rekordy-ale-inwestorzy-zaczynaja-liczyc-straty-co-to-oznacza-dla-polskiego-ai",{"color_token":18},{"title":961,"meta_description":962},"Nvidia bije rekordy, ale inwestorzy zaczynają liczyć straty. Co to oznacza dla polskiego AI?","26 miliardów dolarów przychodu w jednym kwartale. 43 miliardy zainwestowane w startupy. Akcje, które spadają o 7% po ogłoszeniu wyników, choć każdy wskaźnik …",{"id":964,"slug":93,"reading_time_min":891,"pillar_id":965,"draft_id":966},"1ebed8a4-440c-4514-9496-b96f80a6c4f0",{"color_token":18},{"title":95,"meta_description":967},"Andrej Karpathy, człowiek, który zbudował autopilota w Tesli i nauczył milion osób deep learningu na YouTubie, właśnie dołączył do Anthropic. To nie jest zwy…",{"id":969,"slug":970,"reading_time_min":206,"pillar_id":971,"draft_id":972},"312e7740-405e-4ee4-9c44-dc7a5936ecb0","deepfake-tuska-watermarki-openai-i-7-kary-co-polskie-firmy-musza-wiedziec-o-pochodzeniu-tresci-ai",{"color_token":18},{"title":973,"meta_description":974},"Deepfake Tuska, watermarki OpenAI i 7% kary: co polskie firmy muszą wiedzieć o pochodzeniu treści AI","W marcu 2024 roku fałszywe wideo z premierem Donaldem Tuskiem obiegło polski internet w kilka godzin. Choć szybko zdementowano je jako deepfake, 68% Polaków …",[]]