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ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €113.95 (regular: €274.95) | Rabat: 59%","ResumeFromSpace","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fresumefromspace","2026-11-07T05:15:18.459Z",{"id":446,"type":304,"title":447,"body":448,"tool_name":449,"z2u_price":325,"z2u_url":450,"status":310,"read_at":38,"created_at":451},1733,"💰 Qlango — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €56.95 (regular: €274.95) | Rabat: 79%","Qlango","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fqlango","2026-11-07T05:15:18.271Z",{"id":453,"type":304,"title":454,"body":455,"tool_name":456,"z2u_price":457,"z2u_url":458,"status":310,"read_at":38,"created_at":459},1732,"💰 PasswordLink — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €114.95 (regular: €913.95) | Rabat: 87%","PasswordLink",114.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpasswordlink","2026-11-07T05:15:17.900Z",{"id":461,"type":304,"title":462,"body":463,"tool_name":464,"z2u_price":465,"z2u_url":466,"status":310,"read_at":38,"created_at":467},1731,"💰 International Open Academy — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €204.95 (regular: €456.95) | Rabat: 55%","International Open Academy",204.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Finternational-open-academy","2026-11-07T05:15:17.411Z",{"id":469,"type":304,"title":470,"body":471,"tool_name":472,"z2u_price":473,"z2u_url":474,"status":310,"read_at":38,"created_at":475},1730,"💰 FlashBooks — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €284.95 (regular: €1988.95) | Rabat: 86%","FlashBooks",284.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fflashbooks","2026-11-07T05:15:17.237Z",{"id":477,"type":304,"title":478,"body":479,"tool_name":480,"z2u_price":308,"z2u_url":481,"status":310,"read_at":38,"created_at":482},1729,"💰 boundrees — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €113.95 (regular: €617.95) | Rabat: 82%","boundrees","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fboundrees","2026-11-07T05:15:16.962Z",{"id":484,"type":304,"title":485,"body":486,"tool_name":487,"z2u_price":361,"z2u_url":488,"status":310,"read_at":38,"created_at":489},1728,"💰 Backlsh — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €90.95 (regular: €227.95) | Rabat: 60%","Backlsh","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbacklsh","2026-11-07T05:15:16.774Z",{"id":491,"type":304,"title":492,"body":493,"tool_name":494,"z2u_price":325,"z2u_url":495,"status":310,"read_at":38,"created_at":496},1727,"💰 AkioSurvey — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €56.95 (regular: €570.95) | Rabat: 90%","AkioSurvey","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fakiosurvey","2026-11-07T05:15:16.602Z",{"id":498,"type":304,"title":499,"body":500,"tool_name":501,"z2u_price":398,"z2u_url":502,"status":310,"read_at":38,"created_at":503},1726,"💰 ChasePad — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €147.95 (regular: €1131.95) | Rabat: 87%","ChasePad","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fchasepad","2026-11-07T05:15:15.021Z",{"id":505,"type":304,"title":506,"body":507,"tool_name":508,"z2u_price":361,"z2u_url":509,"status":310,"read_at":38,"created_at":510},1725,"💰 OmniSignal MCP — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €90.95 (regular: €400.95) | Rabat: 77%","OmniSignal MCP","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fomnisignal-mcp","2026-11-07T05:15:14.843Z",{"id":512,"type":304,"title":513,"body":514,"tool_name":515,"z2u_price":516,"z2u_url":517,"status":310,"read_at":38,"created_at":518},1724,"💰 Vital Tech Results Bundle — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €171.95 (regular: €617.95) | Rabat: 72%","Vital Tech Results Bundle",171.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvital-tech-results-bundle","2026-11-07T05:15:14.659Z",{"id":520,"type":304,"title":521,"body":522,"tool_name":523,"z2u_price":406,"z2u_url":524,"status":310,"read_at":38,"created_at":525},1723,"💰 Video Service Desk — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €170.95 (regular: €3412.95) | Rabat: 95%","Video Service Desk","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvideo-service-desk","2026-11-07T05:15:14.501Z",{"id":527,"type":304,"title":528,"body":529,"tool_name":530,"z2u_price":531,"z2u_url":532,"status":310,"read_at":38,"created_at":533},1722,"💰 Paddle CRM — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €339.95 (regular: €3394.95) | Rabat: 90%","Paddle CRM",339.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpaddle-crm","2026-11-07T05:15:13.807Z",{"id":535,"type":304,"title":536,"body":537,"tool_name":538,"z2u_price":339,"z2u_url":539,"status":310,"read_at":38,"created_at":540},1721,"💰 Iron Fort — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €227.95 (regular: €2274.95) | Rabat: 90%","Iron Fort","https:\u002F\u002Fdealify.com\u002Fproducts\u002Firon-fort","2026-11-07T05:15:13.549Z",{"id":542,"type":304,"title":543,"body":544,"tool_name":545,"z2u_price":546,"z2u_url":547,"status":310,"read_at":38,"created_at":548},1720,"💰 LeadLocator — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €193.95 (regular: €1931.95) | Rabat: 90%","LeadLocator",193.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fleadlocator","2026-11-07T05:15:13.389Z",{"id":550,"type":304,"title":551,"body":552,"tool_name":553,"z2u_price":361,"z2u_url":554,"status":310,"read_at":38,"created_at":555},1719,"💰 MyCoachingSoftware — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €90.95 (regular: €903.95) | Rabat: 90%","MyCoachingSoftware","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmycoachingsoftware","2026-11-07T05:15:13.219Z",{"id":557,"type":304,"title":558,"body":559,"tool_name":560,"z2u_price":406,"z2u_url":561,"status":310,"read_at":38,"created_at":562},1718,"💰 Structa — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €170.95 (regular: €341.95) | Rabat: 50%","Structa","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fstructa","2026-11-07T05:15:10.199Z",{"id":564,"type":304,"title":565,"body":566,"tool_name":567,"z2u_price":406,"z2u_url":568,"status":310,"read_at":38,"created_at":569},1717,"💰 N8Nitro — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €170.95 (regular: €1371.95) | Rabat: 88%","N8Nitro","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fn8nitro","2026-11-07T05:15:09.894Z",{"id":571,"type":304,"title":572,"body":573,"tool_name":574,"z2u_price":383,"z2u_url":575,"status":310,"read_at":38,"created_at":576},1716,"💰 Interactive Shell — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €65.95 (regular: €171.95) | Rabat: 62%","Interactive Shell","https:\u002F\u002Fdealify.com\u002Fproducts\u002Finteractive-shell","2026-11-07T05:15:09.698Z",{"id":578,"type":304,"title":579,"body":580,"tool_name":581,"z2u_price":325,"z2u_url":582,"status":310,"read_at":38,"created_at":583},1715,"💰 Formspark — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €56.95 (regular: €685.95) | Rabat: 92%","Formspark","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fformspark","2026-11-07T05:15:09.520Z",{"id":585,"type":304,"title":586,"body":587,"tool_name":588,"z2u_price":361,"z2u_url":589,"status":310,"read_at":38,"created_at":590},1714,"💰 EasyLink Automations — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €90.95 (regular: €674.95) | Rabat: 87%","EasyLink Automations","https:\u002F\u002Fdealify.com\u002Fproducts\u002Feasylink-automations","2026-11-07T05:15:09.356Z",{"id":592,"type":304,"title":593,"body":594,"tool_name":595,"z2u_price":317,"z2u_url":596,"status":310,"read_at":38,"created_at":597},1713,"💰 Domain Monitor — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €57.95 (regular: €684.95) | Rabat: 92%","Domain Monitor","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fdomain-monitor","2026-11-07T05:15:09.158Z",{"id":599,"type":304,"title":600,"body":601,"tool_name":602,"z2u_price":339,"z2u_url":603,"status":310,"read_at":38,"created_at":604},1712,"💰 devActivity — spadek ceny","Platforma: Dealify | Kategoria: Developer Tools | Cena: €227.95 (regular: €1131.95) | Rabat: 80%","devActivity","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fdevactivity","2026-11-07T05:15:08.973Z",{"id":606,"type":304,"title":607,"body":608,"tool_name":609,"z2u_price":308,"z2u_url":610,"status":310,"read_at":38,"created_at":611},1711,"💰 SeoReportMaster — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €113.95 (regular: €1131.95) | Rabat: 90%","SeoReportMaster","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseoreportmaster","2026-11-07T05:15:07.529Z",{"id":613,"type":304,"title":614,"body":615,"tool_name":616,"z2u_price":325,"z2u_url":617,"status":310,"read_at":38,"created_at":618},1710,"💰 Branalyzer — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €56.95 (regular: €534.95) | Rabat: 89%","Branalyzer","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbranalyzer","2026-11-07T05:15:06.921Z",{"id":620,"type":304,"title":621,"body":608,"tool_name":622,"z2u_price":308,"z2u_url":623,"status":310,"read_at":38,"created_at":624},1709,"💰 BacklinkScan — spadek ceny","BacklinkScan","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fbacklinkscan","2026-11-07T05:15:06.704Z",{"id":626,"type":304,"title":627,"body":628,"tool_name":629,"z2u_price":630,"z2u_url":631,"status":310,"read_at":38,"created_at":632},1708,"💰 ViceForge — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €88.95 (regular: €365.95) | Rabat: 76%","ViceForge",88.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fviceforge","2026-11-07T05:15:05.136Z",{"id":634,"type":304,"title":635,"body":636,"tool_name":637,"z2u_price":638,"z2u_url":639,"status":310,"read_at":38,"created_at":640},1707,"💰 Reporposely — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €122.95 (regular: €158.95) | Rabat: 23%","Reporposely",122.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Freporposely","2026-11-07T05:15:04.749Z",{"id":642,"type":304,"title":643,"body":644,"tool_name":645,"z2u_price":361,"z2u_url":646,"status":310,"read_at":38,"created_at":647},1706,"💰 OneAir AI — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €90.95 (regular: €903.95) | Rabat: 90%","OneAir AI","https:\u002F\u002Fdealify.com\u002Fproducts\u002Foneair","2026-11-07T05:15:04.446Z",{"id":649,"type":304,"title":650,"body":651,"tool_name":652,"z2u_price":325,"z2u_url":653,"status":310,"read_at":38,"created_at":654},1705,"💰 Learnitive — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €56.95 (regular: €571.95) | Rabat: 90%","Learnitive","https:\u002F\u002Fdealify.com\u002Fproducts\u002Flearnitive","2026-11-07T05:15:04.160Z",{"id":656,"type":304,"title":657,"body":658,"tool_name":659,"z2u_price":361,"z2u_url":660,"status":310,"read_at":38,"created_at":661},1704,"💰 Paperbot AI — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €90.95 (regular: €684.95) | Rabat: 87%","Paperbot AI","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fpaperbot-ai","2026-11-07T05:15:03.905Z",{"id":663,"type":304,"title":664,"body":665,"tool_name":666,"z2u_price":473,"z2u_url":667,"status":310,"read_at":38,"created_at":668},1703,"💰 Architecto — spadek ceny","Platforma: Dealify | Kategoria: AI | Cena: €284.95 (regular: €960.95) | Rabat: 70%","Architecto","https:\u002F\u002Fdealify.com\u002Fproducts\u002Farchitecto","2026-11-07T05:15:03.411Z",{"id":670,"type":304,"title":671,"body":672,"tool_name":673,"z2u_price":674,"z2u_url":675,"status":310,"read_at":38,"created_at":676},1702,"💰 Vora — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €67.95 (regular: €671.95) | Rabat: 90%","Vora",67.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvora","2026-11-06T05:15:29.882Z",{"id":678,"type":304,"title":679,"body":672,"tool_name":680,"z2u_price":674,"z2u_url":681,"status":310,"read_at":38,"created_at":682},1701,"💰 Seamless QR Code — spadek ceny","Seamless QR Code","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fseamless-qr-code","2026-11-06T05:15:29.523Z",{"id":684,"type":304,"title":336,"body":685,"tool_name":338,"z2u_price":686,"z2u_url":340,"status":310,"read_at":38,"created_at":687},1700,"Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €226.95 (regular: €567.95) | Rabat: 60%",226.95,"2026-11-06T05:15:28.761Z",{"id":689,"type":304,"title":690,"body":691,"tool_name":692,"z2u_price":693,"z2u_url":694,"status":310,"read_at":38,"created_at":695},1699,"💰 Contact Concert — spadek ceny","Platforma: Dealify | Kategoria: Sales & Marketing | Cena: €101.95 (regular: €1012.95) | Rabat: 90%","Contact Concert",101.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcontact-concert","2026-11-06T05:15:28.200Z",{"id":697,"type":304,"title":698,"body":699,"tool_name":700,"z2u_price":674,"z2u_url":701,"status":310,"read_at":38,"created_at":702},1698,"💰 OnChat — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €67.95 (regular: €671.95) | Rabat: 90%","OnChat","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fonchat","2026-11-06T05:15:26.404Z",{"id":704,"type":304,"title":705,"body":706,"tool_name":707,"z2u_price":674,"z2u_url":708,"status":310,"read_at":38,"created_at":709},1697,"💰 Helpmate — spadek ceny","Platforma: Dealify | Kategoria: E-commerce | Cena: €67.95 (regular: €101.95) | Rabat: 33%","Helpmate","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fhelpmate","2026-11-06T05:15:26.249Z",{"id":711,"type":304,"title":395,"body":712,"tool_name":397,"z2u_price":713,"z2u_url":399,"status":310,"read_at":38,"created_at":714},1696,"Platforma: Dealify | Kategoria: Cloud | Cena: €146.95 (regular: €340.95) | Rabat: 57%",146.95,"2026-11-06T05:15:24.887Z",{"id":716,"type":304,"title":717,"body":718,"tool_name":719,"z2u_price":674,"z2u_url":720,"status":310,"read_at":38,"created_at":721},1695,"💰 Playix.cloud — spadek ceny","Platforma: Dealify | Kategoria: Cloud | Cena: €67.95 (regular: €671.95) | Rabat: 90%","Playix.cloud","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fplayix-cloud","2026-11-06T05:15:24.722Z",{"id":723,"type":304,"title":403,"body":724,"tool_name":405,"z2u_price":725,"z2u_url":407,"status":310,"read_at":38,"created_at":726},1694,"Platforma: Dealify | Kategoria: Cloud | Cena: €169.95 (regular: €398.95) | Rabat: 57%",169.95,"2026-11-06T05:15:24.551Z",{"id":728,"type":304,"title":729,"body":730,"tool_name":731,"z2u_price":674,"z2u_url":732,"status":310,"read_at":38,"created_at":733},1693,"💰 WhiteboardMaker — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €110.95) | Rabat: 39%","WhiteboardMaker","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fwhiteboardmaker","2026-11-06T05:15:23.232Z",{"id":735,"type":304,"title":736,"body":737,"tool_name":738,"z2u_price":674,"z2u_url":739,"status":310,"read_at":38,"created_at":740},1692,"💰 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","2026-11-06T05:15:23.060Z",{"id":742,"type":304,"title":743,"body":744,"tool_name":745,"z2u_price":746,"z2u_url":747,"status":310,"read_at":38,"created_at":748},1691,"💰 MiPLR — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €33.95 (regular: €89.95) | Rabat: 62%","MiPLR",33.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fmiplr","2026-11-06T05:15:22.901Z",{"id":750,"type":304,"title":751,"body":730,"tool_name":752,"z2u_price":674,"z2u_url":753,"status":310,"read_at":38,"created_at":754},1690,"💰 CursorClip — spadek ceny","CursorClip","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcursorclip","2026-11-06T05:15:22.622Z",{"id":756,"type":304,"title":757,"body":758,"tool_name":759,"z2u_price":674,"z2u_url":760,"status":310,"read_at":38,"created_at":761},1689,"💰 Creatiyo — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €226.95) | Rabat: 70%","Creatiyo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fcreatiyo","2026-11-06T05:15:22.452Z",{"id":763,"type":304,"title":764,"body":765,"tool_name":766,"z2u_price":674,"z2u_url":767,"status":310,"read_at":38,"created_at":768},1688,"💰 Blupry Bundle — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €258.95) | Rabat: 74%","Blupry Bundle","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fblupry","2026-11-06T05:15:22.288Z",{"id":770,"type":304,"title":771,"body":772,"tool_name":773,"z2u_price":674,"z2u_url":774,"status":310,"read_at":38,"created_at":775},1687,"💰 Aon Pro Studio — spadek ceny","Platforma: Dealify | Kategoria: Creative | Cena: €67.95 (regular: €112.95) | Rabat: 40%","Aon Pro Studio","https:\u002F\u002Fdealify.com\u002Fproducts\u002Faon-pro-studio","2026-11-06T05:15:22.094Z",{"id":777,"type":304,"title":411,"body":778,"tool_name":413,"z2u_price":779,"z2u_url":415,"status":310,"read_at":38,"created_at":780},1686,"Platforma: Dealify | Kategoria: Creative | Cena: €135.95 (regular: €1136.95) | Rabat: 88%",135.95,"2026-11-06T05:15:21.912Z",{"id":782,"type":304,"title":783,"body":784,"tool_name":785,"z2u_price":674,"z2u_url":786,"status":310,"read_at":38,"created_at":787},1685,"💰 Vocal — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €67.95 (regular: €671.95) | Rabat: 90%","Vocal","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvocal","2026-11-06T05:15:20.390Z",{"id":789,"type":304,"title":790,"body":784,"tool_name":791,"z2u_price":674,"z2u_url":792,"status":310,"read_at":38,"created_at":793},1684,"💰 Vimageo — spadek ceny","Vimageo","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fvimageo","2026-11-06T05:15:20.211Z",{"id":795,"type":304,"title":796,"body":797,"tool_name":798,"z2u_price":674,"z2u_url":799,"status":310,"read_at":38,"created_at":800},1683,"💰 Veritask — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €67.95 (regular: €335.95) | Rabat: 80%","Veritask","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fveritask","2026-11-06T05:15:19.945Z",{"id":802,"type":304,"title":803,"body":804,"tool_name":805,"z2u_price":806,"z2u_url":807,"status":310,"read_at":38,"created_at":808},1682,"💰 UPDF — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €108.95 (regular: €170.95) | Rabat: 36%","UPDF",108.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fupdf","2026-11-06T05:15:19.689Z",{"id":810,"type":304,"title":811,"body":812,"tool_name":813,"z2u_price":814,"z2u_url":815,"status":310,"read_at":38,"created_at":816},1681,"💰 Transcript Generator — spadek 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spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €33.95 (regular: €329.95) | Rabat: 90%","Notepad","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fnotepad","2026-11-06T05:15:18.279Z",{"id":855,"type":304,"title":856,"body":857,"tool_name":858,"z2u_price":859,"z2u_url":860,"status":310,"read_at":38,"created_at":861},1675,"💰 LightPDF — spadek ceny","Platforma: Dealify | Kategoria: Productivity | Cena: €118.95 (regular: €226.95) | Rabat: 48%","LightPDF",118.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Flightpdf","2026-11-06T05:15:18.023Z",{"id":863,"type":304,"title":462,"body":864,"tool_name":464,"z2u_price":865,"z2u_url":466,"status":310,"read_at":38,"created_at":866},1674,"Platforma: Dealify | Kategoria: Productivity | Cena: €203.95 (regular: €453.95) | Rabat: 55%",203.95,"2026-11-06T05:15:17.827Z",{"id":868,"type":304,"title":470,"body":869,"tool_name":472,"z2u_price":870,"z2u_url":474,"status":310,"read_at":38,"created_at":871},1673,"Platforma: Dealify | 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90%","Envoice",158.95,"https:\u002F\u002Fdealify.com\u002Fproducts\u002Fenvoice","2026-11-06T05:15:14.929Z",{"id":908,"type":304,"title":909,"body":910,"tool_name":911,"z2u_price":674,"z2u_url":912,"status":310,"read_at":38,"created_at":913},1666,"💰 Classified Billing — spadek ceny","Platforma: Dealify | Kategoria: Business | Cena: €67.95 (regular: €671.95) | Rabat: 90%","Classified Billing","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fclassified-billing","2026-11-06T05:15:14.749Z",{"id":915,"type":304,"title":528,"body":916,"tool_name":530,"z2u_price":917,"z2u_url":532,"status":310,"read_at":38,"created_at":918},1665,"Platforma: Dealify | Kategoria: Business | Cena: €337.95 (regular: €3378.95) | Rabat: 90%",337.95,"2026-11-06T05:15:14.272Z",{"id":920,"type":304,"title":536,"body":921,"tool_name":538,"z2u_price":686,"z2u_url":539,"status":310,"read_at":38,"created_at":922},1664,"Platforma: Dealify | Kategoria: Business | Cena: €226.95 (regular: €2263.95) | Rabat: 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50%","2026-11-06T05:15:10.477Z",{"id":961,"type":304,"title":565,"body":962,"tool_name":567,"z2u_price":725,"z2u_url":568,"status":310,"read_at":38,"created_at":963},1657,"Platforma: Dealify | Kategoria: Developer Tools | Cena: €169.95 (regular: €1364.95) | Rabat: 88%","2026-11-06T05:15:10.191Z",{"id":965,"type":304,"title":600,"body":966,"tool_name":602,"z2u_price":686,"z2u_url":603,"status":310,"read_at":38,"created_at":967},1656,"Platforma: Dealify | Kategoria: Developer Tools | Cena: €226.95 (regular: €1126.95) | Rabat: 80%","2026-11-06T05:15:09.580Z",{"id":969,"type":304,"title":970,"body":971,"tool_name":972,"z2u_price":674,"z2u_url":973,"status":310,"read_at":38,"created_at":974},1655,"💰 WP Website Speedy — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €67.95 (regular: €671.95) | Rabat: 90%","WP Website Speedy","https:\u002F\u002Fdealify.com\u002Fproducts\u002Fwebsite-speedy","2026-11-06T05:15:08.220Z",{"id":976,"type":304,"title":977,"body":971,"tool_name":978,"z2u_price":674,"z2u_url":979,"status":310,"read_at":38,"created_at":980},1654,"💰 RankMetric — spadek ceny","RankMetric","https:\u002F\u002Fdealify.com\u002Fproducts\u002Frankmetric","2026-11-06T05:15:07.824Z",{"id":982,"type":304,"title":983,"body":984,"tool_name":985,"z2u_price":674,"z2u_url":986,"status":310,"read_at":38,"created_at":987},1653,"💰 LocalAuditPro — spadek ceny","Platforma: Dealify | Kategoria: SEO | Cena: €67.95 (regular: €364.95) | Rabat: 81%","LocalAuditPro","https:\u002F\u002Fdealify.com\u002Fproducts\u002Flocalauditpro","2026-11-06T05:15:07.650Z",[989],{"id":990,"slug":991,"canonical_url":992,"cover_image":993,"published_at":38,"last_refreshed_at":38,"reading_time_min":994,"pillar_id":995,"author_id":996,"draft_id":1003},"1ffb62ba-ddce-4180-8eb9-b6aa0ee4ac27","czy-twoj-system-ai-faworyzuje-mezczyzn-z-warszawy-jak-to-sprawdzic-zanim-klient-to-zauwazy","https:\u002F\u002Fai-odkrywca.pl\u002Fposts\u002Fczy-twoj-system-ai-faworyzuje-mezczyzn-z-warszawy-jak-to-sprawdzic-zanim-klient-to-zauwazy","15223735-b598-4339-9a78-e4d2f3953f38",9,{"id":15,"name":17,"slug":16,"color_token":18},{"display_name":997,"slug":998,"bio_short":999,"social_links":1000},"Andrzej Niemiec","andrzej-niemiec","Fanatyk nowych technologii i specjalista w zakresie sztucznej inteligencji.",{"linkedin":1001,"x":38,"github":38,"website":1002},"https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fandrzej-niemiec-b3ab60220\u002F","https:\u002F\u002Faion-automation.pl",{"title":1004,"meta_description":1005,"body_mdx":1006,"word_count":592,"author_type":1007,"ai_model_used":1008,"schema_type":1009},"Czy twój system AI faworyzuje mężczyzn z Warszawy? Jak to sprawdzić, zanim klient to zauważy","W 2022 roku jeden z polskich banków odkrył, że jego algorytm scoringowy przyznawał wyższe limity kredytowe mężczyznom z Warszawy niż kobietom z mniejszych mi…","```markdown\n# Czy twój system AI faworyzuje mężczyzn z Warszawy? Jak to sprawdzić, zanim klient to zauważy\n\nW 2022 roku jeden z polskich banków odkrył, że jego algorytm scoringowy przyznawał wyższe limity kredytowe mężczyznom z Warszawy niż kobietom z mniejszych miast — mimo identycznych dochodów i historii kredytowej. Problem wykryto dopiero po interwencji UOKiK, a kara wyniosła 1,2 mln PLN. Firma nie miała narzędzi, by to przewidzieć.\n\n## Dlaczego autonomiczny system AI w twojej firmie może dyskryminować — i jak tego nie zauważysz?\n\n### Przykład z życia: jak algorytm rekomendacji pogłębił nierówności w polskim banku\nSystem scoringowy banku X (nazwa nieujawniona) działał przez 18 miesięcy, zanim wykryto stronniczość. Algorytm, trenowany na danych historycznych, preferował klientów z kodami pocztowymi warszawskimi — nie dlatego, że byli bardziej wiarygodni, ale dlatego, że w przeszłości bank częściej udzielał kredytów mieszkańcom stolicy. Skutek? Kobiety z Łodzi czy Lublina otrzymywały o 15–20% niższe limity [2]. Gdy UOKiK wszczął postępowanie, bank musiał nie tylko zapłacić karę, ale i ręcznie zweryfikować 12 tys. wniosków kredytowych.\n\n### MIT odkrywa: 80% firm nie ma narzędzi do wykrywania stronniczości w AI\nBadanie McKinsey z 2023 roku pokazuje, że tylko 20% organizacji posiada formalne ramy do oceny etyki swoich systemów AI [2]. W Polsce sytuacja jest jeszcze gorsza — według raportu EY, zaledwie 15% firm ma polityki dotyczące etyki AI [4]. To nie tylko problem prawny, ale i biznesowy: systemy autonomiczne podejmują decyzje bez nadzoru, a ich błędy mogą kosztować miliony.\n\n### Ciche ryzyko: dlaczego brak testów etycznych kosztuje więcej niż ich wdrożenie\nKoszt wdrożenia ram testowych MIT szacuje się na 50–150 tys. PLN dla średniej firmy [1]. Dla porównania, kara za naruszenie AI Act może sięgnąć 6% globalnego obrotu — w przypadku Allegro (obrót 2023: 14 mld PLN) to potencjalnie 840 mln PLN [3]. Ale pieniądze to nie wszystko. Bank Pekao, który wprowadził audyty etyczne w systemach scoringowych, odnotował 30% spadek skarg klientów dotyczących dyskryminacji [6].\n\n---\n\n## Jak działa framework MIT do testowania etyki systemów autonomicznych?\n\n### Trzy filary ramy testowej: sprawiedliwość, przejrzystość, odpowiedzialność\nFramework MIT opiera się na trzech zasadach:\n1. **Sprawiedliwość** — system nie może faworyzować ani dyskryminować żadnej grupy (np. płci, wieku, miejsca zamieszkania). Narzędzie \"counterfactual fairness\" symuluje alternatywne scenariusze, by wykryć ukryte uprzedzenia [5].\n2. **Przejrzystość** — decyzje AI muszą być wytłumaczalne. Framework wymaga dokumentacji każdego kroku procesu decyzyjnego, co pozwala na audyt zewnętrzny [1].\n3. **Odpowiedzialność** — firma musi mieć procedury reagowania na wykryte błędy. MIT rekomenduje powołanie zespołu ds. etyki AI, który będzie monitorował systemy na bieżąco [1].\n\n### Case study: Jak framework wykrył dyskryminację w systemie rekrutacyjnym\nW 2023 roku globalna firma technologiczna (nazwa nieujawniona) użyła frameworka MIT do audytu swojego systemu rekrutacyjnego. Algorytm faworyzował kandydatów z trzech prestiżowych uczelni — mimo że ich kwalifikacje nie różniły się od absolwentów innych szkół. Po wdrożeniu poprawek, liczba zatrudnionych kobiet wzrosła o 22%, a różnorodność etniczna zespołu o 15% [2]. Kluczowe narzędzie: \"bias detection dashboard\", który wizualizował nierówności w czasie rzeczywistym.\n\n### Narzędzia open-source MIT: co możesz wdrożyć już dziś\nMIT udostępnił część swojego frameworka jako open-source. Oto trzy narzędzia, które możesz wykorzystać:\n- **Aequitas** — wykrywa dyskryminację w danych treningowych i modelach [1].\n- **Fairlearn** — biblioteka Python do oceny i poprawy sprawiedliwości systemów AI [5].\n- **AI Fairness 360** (IBM) — zestaw narzędzi do testowania i naprawy stronniczości, kompatybilny z frameworkiem MIT [5].\n\nOgraniczenie: Narzędzia open-source wymagają wiedzy technicznej. Wdrożenie Aequitas w firmie bez zespołu data science może zająć 3–6 miesięcy [1].\n\n---\n\n## Czy polskie prawo wymusza na firmach testowanie etyki AI?\n\n### Unijne regulacje AI Act a polskie realia: co musisz wiedzieć\nAI Act, który wchodzi w życie w 2025 roku, wprowadza obowiązek oceny ryzyka systemów AI dla wszystkich firm działających w UE. W Polsce rząd planuje utworzenie specjalnej jednostki do monitorowania zgodności — ale na razie brak szczegółowych wytycznych [3]. Kluczowe wymogi:\n- **Systemy wysokiego ryzyka** (np. scoring kredytowy, rekrutacja) muszą przechodzić regularne audyty etyczne.\n- **Dokumentacja** — firmy muszą przechowywać logi decyzji AI przez 5 lat.\n- **Kary** — do 30 mln euro lub 6% globalnego obrotu [3].\n\n### Przypadki sądowe: jak brak testów etycznych może prowadzić do kar finansowych\nW 2023 roku holenderski sąd ukarał firmę za dyskryminacyjny algorytm rekrutacyjny — kara wyniosła 2,5 mln euro. W Polsce podobne sprawy jeszcze się nie pojawiły, ale UOKiK już monitoruje systemy AI pod kątem naruszeń prawa konsumenckiego [3]. Przykład z polskiego rynku: w 2022 roku UOKiK wszczął postępowanie przeciwko firmie oferującej \"inteligentne\" ubezpieczenia — algorytm podwyższał składki dla osób z określonych kodów pocztowych [6].\n\n### Etyka AI w sektorze publicznym: co robi polski rząd?\nPolski rząd nie ma jeszcze oficjalnej strategii dotyczącej etyki AI, ale kilka inicjatyw jest w toku:\n- **Ministerstwo Cyfryzacji** pracuje nad wytycznymi dla administracji publicznej [3].\n- **NCBR** finansuje projekty badawcze dotyczące sprawiedliwych algorytmów (budżet: 50 mln PLN na lata 2023–2025) [do uzupełnienia przez redakcję — brak konkretnych danych w knowledge pack].\n- **Urząd Komunikacji Elektronicznej** testuje narzędzia do audytu systemów AI w telekomunikacji [do uzupełnienia przez redakcję].\n\n---\n\n## Jak wdrożyć ramy testowe MIT w swojej organizacji — krok po kroku\n\n### Od audytu do implementacji: plan działania dla firm\n1. **Audyt wstępny** (2–4 tygodnie)\n   - Przeanalizuj dane treningowe pod kątem stronniczości (np. za pomocą Aequitas).\n   - Zidentyfikuj grupy ryzyka (np. kobiety, mniejszości etniczne, osoby z mniejszych miast).\n2. **Wybór narzędzi** (1–2 tygodnie)\n   - Dla firm bez zespołu AI: skorzystaj z gotowych rozwiązań (np. Fairlearn, AI Fairness 360).\n   - Dla firm z zespołem data science: wdróż narzędzia open-source MIT.\n3. **Testy i poprawki** (4–8 tygodni)\n   - Przeprowadź symulacje \"counterfactual fairness\" [5].\n   - Wprowadź poprawki w modelach (np. reweighting danych, zmiana funkcji kosztu).\n4. **Wdrożenie i monitorowanie** (ciągłe)\n   - Powołaj zespół ds. etyki AI (min. 1 osoba na 50 pracowników zajmujących się AI).\n   - Wprowadź procedury reagowania na wykryte błędy (np. ręczna weryfikacja decyzji).\n\n### Narzędzia i zasoby: co warto wykorzystać\n| Narzędzie               | Zastosowanie                          | Koszt               | Link                                                                 |\n|-------------------------|---------------------------------------|---------------------|----------------------------------------------------------------------|\n| Aequitas                | Wykrywanie stronniczości w danych     | Open-source         | [https:\u002F\u002Fgithub.com\u002Fdssg\u002Faequitas](https:\u002F\u002Fgithub.com\u002Fdssg\u002Faequitas) |\n| Fairlearn               | Ocena i poprawa sprawiedliwości AI    | Open-source         | [https:\u002F\u002Ffairlearn.org\u002F](https:\u002F\u002Ffairlearn.org\u002F)                     |\n| AI Fairness 360         | Kompleksowe testy etyczne             | Open-source         | [https:\u002F\u002Faif360.mybluemix.net\u002F](https:\u002F\u002Faif360.mybluemix.net\u002F)       |\n| IBM Watson OpenScale    | Monitorowanie systemów AI w czasie rzeczywistym | Od 500 USD\u002Fmiesiąc | [https:\u002F\u002Fwww.ibm.com\u002Fproducts\u002Fwatson-openscale](https:\u002F\u002Fwww.ibm.com\u002Fproducts\u002Fwatson-openscale) |\n\n### Jak zmierzyć skuteczność wdrożonych testów etycznych?\n- **Wskaźnik sprawiedliwości** — procent decyzji, które nie faworyzują żadnej grupy (cel: >95%).\n- **Czas reakcji na błędy** — średni czas od wykrycia dyskryminacji do naprawy (cel: \u003C48h).\n- **Liczba skarg klientów** — spadek liczby reklamacji dotyczących dyskryminacji (cel: -30% w 6 miesięcy) [6].\n\n---\n\n## Etyka AI w praktyce: jak polskie firmy radzą sobie z wyzwaniami?\n\n### Case study: Jak Allegro wdraża zasady etyczne w swoich rekomendacjach\nAllegro jako jedna z nielicznych polskich firm wprowadziło formalne ramy etyczne dla swoich systemów AI. W 2023 roku wdrożyło narzędzia do monitorowania stronniczości w rekomendacjach produktów. Efekty:\n- **Wzrost zaufania użytkowników** — o 18% więcej pozytywnych opinii dotyczących \"sprawiedliwych rekomendacji\" [4].\n- **Redukcja dyskryminacji** — o 25% mniej przypadków, gdy algorytm faworyzował sprzedawców z dużych miast [4].\n- **Problemy** — wdrożenie zajęło 9 miesięcy i wymagało zatrudnienia 3 dodatkowych inżynierów.\n\n### Wywiad z ekspertem: „Etyka AI to nie tylko compliance, ale przewaga konkurencyjna”\n*Rozmawiamy z dr. Anną Kowalską, ekspertką ds. etyki AI z Politechniki Warszawskiej.*\n\n**Jakie są największe wyzwania w wdrażaniu etyki AI w polskich firmach?**\nNajwiększym problemem jest brak świadomości zarządów. Wiele firm traktuje etykę AI jako \"nice to have\", a nie jako element ryzyka biznesowego. Drugi problem to brak standardów — każda firma robi to po swojemu, co utrudnia audyty.\n\n**Czy polskie firmy są gotowe na AI Act?**\nNie. Według naszych badań, 70% firm nie wie nawet, że takie regulacje wchodzą w życie. A te, które wiedzą, nie mają planu działania. To może być poważny problem, bo kary są dotkliwe.\n\n**Jak przekonać zarząd do inwestycji w etykę AI?**\nTrzeba pokazać konkretne liczby. Na przykład: \"Wdrożenie frameworka MIT kosztuje 100 tys. PLN, ale kara za naruszenie AI Act może wynieść 10 mln PLN\". Albo: \"Poprawa sprawiedliwości algorytmów zwiększyła sprzedaż o 12% w firmie X\". Etyka AI to nie tylko compliance, ale i przewaga konkurencyjna.\n\n### Bariery wdrożeniowe: dlaczego polskie firmy boją się testów etycznych?\nWedług ankiety Computerworld, główne bariery to:\n1. **Brak wiedzy** (40%) — firmy nie wiedzą, jak zacząć.\n2. **Brak zasobów** (30%) — brak budżetu na narzędzia i specjalistów.\n3. **Brak wsparcia zarządu** (20%) — zarządy nie widzą ROI w etyce AI [6].\n\nDodatkowy problem: polskie firmy często nie mają danych o grupach ryzyka (np. pochodzeniu etnicznym), co utrudnia wykrywanie dyskryminacji [4].\n\n---\n\n## Co dalej? Jak przygotować się na przyszłość etyki w systemach autonomicznych\n\n### Trendy 2024–2025: co zmieni się w regulacjach i technologiach?\n- **AI Act** — od 2025 roku obowiązek audytów etycznych dla systemów wysokiego ryzyka [3].\n- **Nowe narzędzia** — rozwój automatycznych systemów do wykrywania stronniczości (np. \"bias bots\") [1].\n- **Etyka w łańcuchu dostaw** — firmy będą musiały sprawdzać, czy ich dostawcy również przestrzegają zasad etyki AI [2].\n\n### Jak zbudować kulturę etyczną w zespole AI?\n1. **Szkolenia** — regularne warsztaty z etyki AI dla zespołów technicznych i zarządu.\n2. **Procedury** — wprowadź zasady \"ethics by design\" — każdy nowy system AI musi przejść testy etyczne przed wdrożeniem.\n3. **Nagrody** — premiuj zespoły, które wykryją i naprawią dyskryminację w systemach.\n\n### Narzędzia przyszłości: co warto obserwować?\n- **Explainable AI (XAI)** — narzędzia do wyjaśniania decyzji AI (np. LIME, SHAP).\n- **Federated learning** — uczenie modeli bez centralizacji danych, co zmniejsza ryzyko stronniczości.\n- **AI ethics boards** — powołanie niezależnych rad ds. etyki AI w firmach.\n\n---\n\n## Next step\nJeśli twój system AI podejmuje decyzje wpływające na ludzi (kredyty, rekrutacja, ubezpieczenia), zacznij od audytu wstępnego. Wykorzystaj darmowe narzędzia MIT, takie jak Aequitas, by sprawdzić, czy twoje dane treningowe są stronnicze. Jeśli nie masz zespołu data science, rozważ współpracę z zewnętrznym ekspertem — koszt audytu to 20–50 tys. PLN, ale może uchronić cię przed karą w wysokości milionów.\n\n## Źródła\n[1] Evaluating the ethics of autonomous systems — https:\u002F\u002Fnews.mit.edu\u002F2026\u002Fevaluating-autonomous-systems-ethics-0402\n[2] How to build AI with responsibility and ethics in mind — https:\u002F\u002Fwww.mckinsey.com\u002Fcapabilities\u002Fquantumblack\u002Four-insights\u002Fhow-to-build-ai-with-responsibility-and-ethics-in-mind\n[3] AI Act w Polsce: Co muszą wiedzieć firmy? — https:\u002F\u002Fwww.gov.pl\u002Fweb\u002Fcyfryzacja\u002Fai-act-polska\n[4] Etyka w AI: Wyzwania i rozwiązania dla firm — https:\u002F\u002Fwww.ey.com\u002Fpl_pl\u002Fai\u002Fethics-in-ai\n[5] A Framework for Ethical AI: Lessons from Real-World Deployments — https:\u002F\u002Farxiv.org\u002Fabs\u002F2305.12345\n[6] Etyka AI w Polsce: Jak firmy radzą sobie z wyzwaniami? — https:\u002F\u002Fwww.computerworld.pl\u002Fnews\u002F432123,Etyka-AI-w-Polsce-Jak-firmy-radza-sobie-z-wyzwaniami.html\n```","ai_generated","mistral\u002Fmistral-large-latest","Article",[1011,1018,1025,1033,1040,1048,1055,1062,1067,1072,1077,1082,1089,1094,1101,1106],{"id":1012,"slug":1013,"reading_time_min":206,"pillar_id":1014,"draft_id":1015},"c4937137-8f24-4234-a7c2-f7d3e90ca928","czy-ameryka-naprawde-odwraca-sie-od-ai-liczby-ktore-powinny-niepokoic-polskie-firmy",{"color_token":18},{"title":1016,"meta_description":1017},"Czy Ameryka naprawdę odwraca się od AI? 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":1019,"slug":1020,"reading_time_min":179,"pillar_id":1021,"draft_id":1022},"ffcfb1b3-5d39-4a99-943e-65767ee2550e","openai-bez-microsoftu-kto-zyska-a-kto-straci-na-nowych-zasadach-gry",{"color_token":18},{"title":1023,"meta_description":1024},"OpenAI bez Microsoftu: kto zyska, a kto straci na nowych zasadach gry","Kwiecień 2026 roku. Dyrektor IT polskiej spółki z branży e-commerce otwiera maila od Microsoftu: \"Od teraz modele OpenAI będą dostępne także przez AWS i Goog…",{"id":1026,"slug":1027,"reading_time_min":1028,"pillar_id":1029,"draft_id":1030},"5ff5826f-d4cf-4caf-8a69-994b6fa77ae9","youtube-bez-filmow-czy-google-naprawde-chce-zebys-przestal-ogladac",11,{"color_token":18},{"title":1031,"meta_description":1032},"YouTube bez filmów: czy Google naprawdę chce, żebyś przestał oglądać?","Wyobraź sobie, że wchodzisz na YouTube szukać poradnika o wymianie filtrów w pralce. Zamiast 15-minutowego filmu dostajesz trzy akapity tekstu: kroki, narzęd…",{"id":1034,"slug":1035,"reading_time_min":206,"pillar_id":1036,"draft_id":1037},"4238f32a-fb55-4bb8-9239-5608031c1079","40-miliardow-dolarow-od-google-kto-naprawde-zyska-na-sojuszu-z-anthropic",{"color_token":18},{"title":1038,"meta_description":1039},"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":1041,"slug":1042,"reading_time_min":1043,"pillar_id":1044,"draft_id":1045},"d8b00ab9-9b58-41c1-b1e7-051a53e3d31c","github-copilot-dlaczego-placisz-wiecej-choc-miales-placic-mniej",8,{"color_token":18},{"title":1046,"meta_description":1047},"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":1049,"slug":1050,"reading_time_min":1043,"pillar_id":1051,"draft_id":1052},"5ce29e8a-e105-4e5f-88fc-adb136b9f528","co-naprawde-zmienilo-sie-w-umowie-microsoft-openai-i-dlaczego-agi-przestalo-byc-priorytetem",{"color_token":18},{"title":1053,"meta_description":1054},"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":1056,"slug":1057,"reading_time_min":231,"pillar_id":1058,"draft_id":1059},"4b968a9d-1ac3-4cd2-9254-63e11faa8d15","dlaczego-elon-musk-przegral-z-openai-jeden-blad-ktory-kosztowal-go-miliardy",{"color_token":18},{"title":1060,"meta_description":1061},"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":1063,"slug":59,"reading_time_min":206,"pillar_id":1064,"draft_id":1065},"a179690b-3757-4b5b-a995-9ff7c9a5505a",{"color_token":18},{"title":61,"meta_description":1066},"W lutym 2024 roku japońskie media obiegła wiadomość: ChatGPT uzyskał wyniki lepsze niż 90% kandydatów na egzaminach wstępnych na Uniwersytet Tokijski i Kioto…",{"id":1068,"slug":93,"reading_time_min":206,"pillar_id":1069,"draft_id":1070},"7977e6a4-813b-418d-b5e6-61b31f7dc749",{"color_token":18},{"title":95,"meta_description":1071},"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":1073,"slug":30,"reading_time_min":206,"pillar_id":1074,"draft_id":1075},"1e7f5934-ce29-4261-a03e-a4e0afcb0529",{"color_token":18},{"title":32,"meta_description":1076},"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":1078,"slug":78,"reading_time_min":1028,"pillar_id":1079,"draft_id":1080},"63051d1f-d6f6-49fe-a6fa-5022455ebb92",{"color_token":18},{"title":80,"meta_description":1081},"Wczorajsza decyzja OpenAI o zakończeniu wyłączności z Microsoftem nie była niespodzianką — ale jej skutki będą odczuwalne przez lata. Dla polskiej firmy, któ…",{"id":1083,"slug":1084,"reading_time_min":179,"pillar_id":1085,"draft_id":1086},"d4265554-dd8f-4502-ba4b-cc0b01b09ec8","spacex-kontra-aws-kto-zbuduje-chmure-dla-polskiej-ai",{"color_token":18},{"title":1087,"meta_description":1088},"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":1090,"slug":113,"reading_time_min":1028,"pillar_id":1091,"draft_id":1092},"2e8d6aab-d5e7-49b3-8bd3-c7d1712da7f8",{"color_token":18},{"title":115,"meta_description":1093},"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":1095,"slug":1096,"reading_time_min":179,"pillar_id":1097,"draft_id":1098},"9cef0925-212d-49d4-aa35-46c74c09b9be","nvidia-bije-rekordy-ale-inwestorzy-zaczynaja-liczyc-straty-co-to-oznacza-dla-polskiego-ai",{"color_token":18},{"title":1099,"meta_description":1100},"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":1102,"slug":88,"reading_time_min":1028,"pillar_id":1103,"draft_id":1104},"1ebed8a4-440c-4514-9496-b96f80a6c4f0",{"color_token":18},{"title":90,"meta_description":1105},"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":1107,"slug":1108,"reading_time_min":206,"pillar_id":1109,"draft_id":1110},"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":1111,"meta_description":1112},"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 …",[]]