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Song?","/blog/software-development/what-is-watermarked-song","blog/software-development/what-is-watermarked-song",{"title":738,"path":739,"stem":740},"Choosing a Frontend Framework for the Web","/blog/software-development/which-framework-should-you-choose-for-the-frontend-web-platform-development","blog/software-development/which-framework-should-you-choose-for-the-frontend-web-platform-development",{"title":742,"path":743,"stem":744},"Why DAWs Are the Wrong Tool for Starting a Song","/blog/software-development/why-daws-wrong-tool-for-starting-song","blog/software-development/why-daws-wrong-tool-for-starting-song",{"title":746,"path":747,"stem":748},"Why the Programming World Loves Python","/blog/software-development/why-the-programming-world-loves-python","blog/software-development/why-the-programming-world-loves-python",{"title":750,"path":751,"stem":752},"Why We Don't Build Chat From Scratch (And Neither Should You)","/blog/software-development/why-we-dont-build-chat-from-scratch","blog/software-development/why-we-dont-build-chat-from-scratch",{"title":754,"path":755,"stem":756},"Why we use Sanity.io","/blog/software-development/why-we-use-sanity-io","blog/software-development/why-we-use-sanity-io",{"title":758,"path":759,"stem":760,"children":761,"page":69},"Sportstech","/blog/sportstech","blog/sportstech",[762,766],{"title":763,"path":764,"stem":765},"BeatBuddy Replay: Video Analysis App Challenges","/blog/sportstech/beatbuddy-replay-video-analysis-app-for-swimmers-flutter","blog/sportstech/beatbuddy-replay-video-analysis-app-for-swimmers-flutter",{"title":767,"path":768,"stem":769},"How to Create a Watch Face App for Garmin 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Later in the conversation, they're joined by ",[794,832,835],{"href":833,"rel":834},"https://www.linkedin.com/in/stathis-kalatzis?originalSubdomain=gr",[798],"Stathis Kalatzis",", music curator, DJ, and creative industry veteran.",[790,838,839],{},"Recorded during Panathēnea 2026 in Athens, the discussion starts with creativity and technology but quickly expands into a broader conversation about AI, culture, music, ownership, and the relationship between artists and technologists.",[841,842,844],"h2",{"id":843},"a-few-topics-from-the-episode","A few topics from the episode",[846,847,848,852,855,858,861,864],"ul",{},[849,850,851],"li",{},"Can AI generate creativity, or only imitate it?",[849,853,854],{},"Why artists and technologists need each other more than ever",[849,856,857],{},"Music ownership, platforms, and closed ecosystems",[849,859,860],{},"The role of aesthetics, culture, and spirituality in creative work",[849,862,863],{},"What happens when efficiency starts outweighing culture",[849,865,866],{},"The Panathēnea artist boycott and the role of creative protest",[841,868,870],{"id":869},"watch-on-youtube","Watch on YouTube",[872,873],"iframe",{"width":874,"height":875,"src":876,"title":877,"frameBorder":878,"allow":879,"referrerPolicy":880,"allowFullScreen":881},560,315,"https://www.youtube.com/embed/iR_xeRR6UWA?si=4hbEz9O7mWF2iEK0","YouTube video player","0","accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share","strict-origin-when-cross-origin",true,[841,883,885],{"id":884},"listen-on-spotify","Listen on Spotify",[872,887],{"dataTestid":888,"style":889,"src":890,"width":891,"height":892,"frameBorder":878,"allowFullScreen":881,"allow":893,"loading":894},"embed-iframe","border-radius:12px","https://open.spotify.com/embed/episode/3odelF4lRoqbyNIjZhdTVp/video?utm_source=generator&theme=0&si=44287738335b48b3",624,351,"autoplay; clipboard-write; encrypted-media; fullscreen; picture-in-picture","lazy",[790,896,897],{},"Mudder Fracas explores the people, ideas, and technology shaping the future of the creative industries. As a podcast partner, we're excited to help bring these conversations to more founders, builders, and creators.",[790,899,900],{},"Enjoy the episode. More conversations are on the way.",{"title":902,"searchDepth":903,"depth":903,"links":904},"",2,[905,906,907],{"id":843,"depth":903,"text":844},{"id":869,"depth":903,"text":870},{"id":884,"depth":903,"text":885},"newsletter",null,"2026-07-30T00:00:00.000Z","Recommended podcasts, interviews, and expert conversations covering music technology, the creative industries, AI, product development, and the future of entertainment.","md",33,{"src":915},"/images/blog/mudder-fracas-culture-whats-next.webp",{},{"title":329,"description":911},[919,920,921,922,923,924],"podcast","musictech","AI","music ownership","creator economy","culture","Zn2T6yLk7KtjrrXJdW8wu-_OX7KgK2qGnLhvqU8rMtU",[927,928],{"title":325,"path":326,"stem":327,"description":911,"children":-1},{"title":333,"path":334,"stem":335,"description":911,"children":-1},[930,1005,1082,1189],{"id":931,"title":333,"authors":932,"badge":935,"body":936,"category":908,"client":909,"date":992,"description":911,"extension":912,"faq":909,"featured":881,"featuredOrder":993,"hidden":69,"image":994,"keyTakeaways":909,"meta":996,"navigation":881,"path":334,"seo":997,"status":909,"stem":335,"tags":999,"teaser":909,"__hash__":1003,"score":1004},"posts/blog/newsletter/musictech-insights-mudder-fracas-who-actually-owns-fenty.md",[933],{"name":774,"to":775,"avatar":934},{"src":777},{"label":779,"color":780},{"type":782,"value":937,"toc":987},[938,942,948,955,957,974,976,979,983,985],[785,939,941],{"id":940},"mudder-fracas-solopod","Mudder Fracas SOLOPOD",[790,943,944,945,800],{},"We're happy to share another episode of ",[794,946,799],{"href":796,"rel":947},[798],[790,949,950,951,954],{},"In this solo episode, ",[794,952,774],{"href":775,"rel":953},[798]," unpacks the reported changes around Fenty Beauty's ownership. Rather than focusing on the headlines, he looks back at the original 2017 deal between Rihanna and LVMH, who owns what today, and why the next move could reshape one of the world's biggest creator-led brands.",[841,956,844],{"id":843},[846,958,959,962,965,968,971],{},[849,960,961],{},"The original structure of the Rihanna–LVMH partnership",[849,963,964],{},"Why reports about Fenty Beauty's ownership are often misleading",[849,966,967],{},"The potential role of Jay-Z's Marcy Venture Partners",[849,969,970],{},"What a Rihanna-led ownership structure could mean for the brand",[849,972,973],{},"Lessons from one of the most successful creator-business partnerships",[841,975,870],{"id":869},[872,977],{"width":874,"height":875,"src":978,"title":877,"frameBorder":878,"allow":879,"referrerPolicy":880,"allowFullScreen":881},"https://www.youtube.com/embed/apS39cAL5hk?si=5XFZg8tgMUgnRG5N",[841,980,982],{"id":981},"about-mudder-fracas","About Mudder Fracas",[790,984,897],{},[790,986,900],{},{"title":902,"searchDepth":903,"depth":903,"links":988},[989,990,991],{"id":843,"depth":903,"text":844},{"id":869,"depth":903,"text":870},{"id":981,"depth":903,"text":982},"2026-06-30T00:00:00.000Z",34,{"src":995},"/images/blog/mudder-fracas-who-actually-owns-fenty.webp",{},{"title":998,"description":911},"Who Actually Owns Fenty?",[919,920,921,1000,1001,1002],"Content Creation","Creator Economy","Data & Analytics","-XKmXBqJt85AXCFoDht5PWj-_sPkVSp4HI8taN7FsjU",5,{"id":1006,"title":325,"authors":1007,"badge":1010,"body":1011,"category":908,"client":909,"date":1075,"description":911,"extension":912,"faq":909,"featured":881,"featuredOrder":913,"hidden":69,"image":1076,"keyTakeaways":909,"meta":1078,"navigation":881,"path":326,"seo":1079,"status":909,"stem":327,"tags":1080,"teaser":909,"__hash__":1081,"score":1004},"posts/blog/newsletter/musictech-insights-mudder-fracas-podcast-005.md",[1008],{"name":774,"to":775,"avatar":1009},{"src":777},{"label":779,"color":780},{"type":782,"value":1012,"toc":1069},[1013,1017,1022,1034,1036,1053,1055,1058,1060,1063,1065,1067],[785,1014,1016],{"id":1015},"mudder-fracas-podcast-ep005","Mudder Fracas PODCAST EP005",[790,1018,792,1019,800],{},[794,1020,799],{"href":796,"rel":1021},[798],[790,1023,803,1024,1027,1028,1033],{},[794,1025,774],{"href":775,"rel":1026},[798]," talks with ",[794,1029,1032],{"href":1030,"rel":1031},"https://www.linkedin.com/in/victoriablinova/",[798],"Victoria Blinova",", whose experience spans creator growth, digital transformation, and AI adoption. It's a practical conversation about how AI is changing the way creators and businesses work, without the usual hype.",[841,1035,844],{"id":843},[846,1037,1038,1041,1044,1047,1050],{},[849,1039,1040],{},"Why creators often do better work when brands give them more freedom",[849,1042,1043],{},"How to build a practical AI toolkit without collecting dozens of apps",[849,1045,1046],{},"Why data matters more than AI models in the long run",[849,1048,1049],{},"How creators and companies can make better decisions with data",[849,1051,1052],{},"What the next generation of AI-powered creators and operators might look like",[841,1054,870],{"id":869},[872,1056],{"width":874,"height":875,"src":1057,"title":877,"frameBorder":878,"allow":879,"referrerPolicy":880,"allowFullScreen":881},"https://www.youtube.com/embed/FEkdMGNsh-g?si=-qmQKu9qFvlek8N2",[841,1059,885],{"id":884},[872,1061],{"dataTestid":888,"style":889,"src":1062,"width":891,"height":892,"frameBorder":878,"allowFullScreen":881,"allow":893,"loading":894},"https://open.spotify.com/embed/episode/4GQslgeACxEQBHEGhwgw18/video?utm_source=generator&theme=0&si=a31d875ab7f74f3e",[841,1064,982],{"id":981},[790,1066,897],{},[790,1068,900],{},{"title":902,"searchDepth":903,"depth":903,"links":1070},[1071,1072,1073,1074],{"id":843,"depth":903,"text":844},{"id":869,"depth":903,"text":870},{"id":884,"depth":903,"text":885},{"id":981,"depth":903,"text":982},"2026-06-23T00:00:00.000Z",{"src":1077},"/images/blog/mudder-fracas-ep005.webp",{},{"title":325,"description":911},[919,920,921,1000,1001,1002],"bqNlmYCqgh5ebecH2C3XZHfN_PgZswNYh77a-WvdtyY",{"id":1083,"title":213,"authors":1084,"badge":1090,"body":1091,"category":908,"client":909,"date":1175,"description":911,"extension":912,"faq":909,"featured":881,"featuredOrder":913,"hidden":69,"image":1176,"keyTakeaways":909,"meta":1178,"navigation":881,"path":214,"seo":1179,"status":909,"stem":215,"tags":1180,"teaser":909,"__hash__":1187,"score":1188},"posts/blog/newsletter/audio-products-podcast-maciej-dulski.md",[1085],{"name":1086,"to":1087,"avatar":1088},"Anna Binkiewicz","https://www.linkedin.com/in/anna-binkiewicz/",{"src":1089},"/images/people/anna-binkiewicz-400-400.webp",{"label":779,"color":780},{"type":782,"value":1092,"toc":1169},[1093,1097,1112,1115,1118,1120,1137,1139,1142,1144,1149,1153,1166],[785,1094,1096],{"id":1095},"maciej-dulski-on-audio-products-podcast","Maciej Dulski on Audio Products Podcast",[790,1098,1099,1100,1105,1106,1111],{},"Our co-founder Maciej Dulski talked with ",[794,1101,1104],{"href":1102,"rel":1103},"https://www.linkedin.com/in/wojciechozimek/",[798],"Wojciech Ozimek"," on the ",[794,1107,1110],{"href":1108,"rel":1109},"https://audioproductacademy.com/podcast/",[798],"Audio Products Podcast",".",[790,1113,1114],{},"If you're not familiar with the show, Wojciech chats with founders and product leaders about how tech, AI, and product strategy actually shape modern digital products.",[790,1116,1117],{},"They ended up covering a lot of ground—from why tracking content provenance matters way more than just detecting AI, to how messy, fragmented metadata is directly holding back artist payouts. Maciej also shared a behind-the-scenes look at how we approach software and AI at MusicTech Lab, plus his honest take on what separates music-tech startups that actually get traction from the ones that get stuck as cool demos.",[841,1119,844],{"id":843},[846,1121,1122,1125,1128,1131,1134],{},[849,1123,1124],{},"Why content provenance is replacing AI detection as a core challenge",[849,1126,1127],{},"How software can solve fragmented metadata and stuck royalty flows",[849,1129,1130],{},"What separates music-tech startups with real traction from mere demos",[849,1132,1133],{},"How to approach fundraising and pitching as a music-tech founder",[849,1135,1136],{},"Why generalist investors matter and why \"music-tech\" isn't a moat on its own",[841,1138,870],{"id":869},[872,1140],{"width":874,"height":875,"src":1141,"title":877,"frameBorder":878,"allow":879,"referrerPolicy":880,"allowFullScreen":881},"https://www.youtube.com/embed/rlb-lwOE700?si=h4YvBOLPRvchoxUi",[841,1143,885],{"id":884},[872,1145],{"dataTestid":888,"style":889,"src":1146,"width":1147,"height":1148,"frameBorder":878,"allowFullScreen":881,"allow":893,"loading":894},"https://open.spotify.com/embed/episode/7cNA9NYy9ZQ9SvIU1XvcoO?utm_source=generator&theme=0&si=a403a9c2b5384f34","100%",352,[841,1150,1152],{"id":1151},"listen-on-apple-podcasts","Listen on Apple Podcasts",[872,1154],{"allow":1155,"frameBorder":878,"height":1156,"style":1157,"sandbox":1158,"src":1165},"autoplay *; encrypted-media *; fullscreen *; clipboard-write",175,"width:100%;max-width:660px;overflow:hidden;border-radius:10px;",[1159,1160,1161,1162,1163,1164],"allow-forms","allow-popups","allow-same-origin","allow-scripts","allow-storage-access-by-user-activation","allow-top-navigation-by-user-activation","https://embed.podcasts.apple.com/us/podcast/35-what-musictech-can-solve-and-what-it-cant/id1819468904?i=1000779732863",[790,1167,1168],{},"Enjoy the episode.",{"title":902,"searchDepth":903,"depth":903,"links":1170},[1171,1172,1173,1174],{"id":843,"depth":903,"text":844},{"id":869,"depth":903,"text":870},{"id":884,"depth":903,"text":885},{"id":1151,"depth":903,"text":1152},"2026-08-03T00:00:00.000Z",{"src":1177},"/images/blog/audio-product-podcast-maciej-dulski.webp",{},{"title":213,"description":911},[919,920,1181,1182,1183,1184,1185,1186],"provenance","metadata","ai","musicdata","startups","fundraising","2x4PMHHMmHU6Fo7zs-3ycmdhx9qfkTF-XiCAbtspxD8",4,{"id":1190,"title":285,"authors":1191,"badge":1197,"body":1200,"category":908,"client":909,"date":1373,"description":1374,"extension":912,"faq":909,"featured":881,"featuredOrder":1375,"hidden":69,"image":1376,"keyTakeaways":909,"meta":1378,"navigation":881,"path":286,"seo":1379,"status":909,"stem":287,"tags":1381,"teaser":909,"__hash__":1385,"score":1188},"posts/blog/newsletter/musictech-insights-12-curated-by-benjamin-james.md",[1192],{"name":1193,"to":1194,"avatar":1195},"Musicben (Banjamin James)","https://www.linkedin.com/in/musicben-benjamin-james-52a245122/",{"src":1196},"/images/partners/musictechlab-partners-benjamin-james.webp",{"label":1198,"color":1199},"#12","#6B9B37",{"type":782,"value":1201,"toc":1364},[1202,1206,1219,1222,1225,1228,1234,1239,1244,1249,1254,1259,1261,1266,1274,1277,1283,1290,1292,1296,1304,1307,1312,1314,1318,1326,1329,1334,1340,1342,1346,1354,1357,1362],[785,1203,1205],{"id":1204},"musictech-insights-12-curated-by-musicben-benjamin-james","MusicTech Insights #12 | Curated by Musicben (Benjamin James)",[790,1207,1208,1209,813,1213,1218],{},"This issue is guest-curated by ",[794,1210,1212],{"href":1194,"rel":1211},[798],"Benjamin James",[794,1214,1217],{"href":1215,"rel":1216},"https://stvdio.io/",[798],"STVDIO"," (a research company and newsletter focused on the music technology industry). He is a former Billboard writer, major label artist, and consultant to some of the leading music tech companies.",[790,1220,1221],{},"In this edition, Benjamin explores how AI is moving beyond music generation and increasingly reshaping the infrastructure, workflows, and business operations that power the music industry.",[1223,1224],"hr",{},[841,1226,285],{"id":1227},"how-ai-is-automating-the-music-industry-back-office",[790,1229,1230],{},[1231,1232,1233],"em",{},"Hi, I’m Ben.",[790,1235,1236],{},[1231,1237,1238],{},"Most conversations about AI in music focus on creative generation. Everyone has an opinion on Suno and the impact of generative AI on music creation.",[790,1240,1241],{},[1231,1242,1243],{},"But I believe one of the biggest opportunities lies elsewhere.",[790,1245,1246],{},[1231,1247,1248],{},"AI has the potential to help artists and their teams with the most time-consuming parts of running a music career: distribution, publishing administration, metadata management, royalty tracking, tour planning, release rollouts, and much more.",[790,1250,1251],{},[1231,1252,1253],{},"I've been experimenting with a product of my own that brings many of these elements together, and along the way I've discovered a number of platforms and tools worth paying attention to. Many of them already offer APIs or MCP integrations that can plug directly into your own products, workflows, or AI agents.",[790,1255,1256],{},[1231,1257,1258],{},"While much of the industry is focused on debating generative music, I suspect the tools featured below will have an even greater impact by quietly transforming how the music business operates behind the scenes.",[1223,1260],{},[1262,1263,1265],"h3",{"id":1264},"once-ai-distribution","ONCE: AI Distribution",[790,1267,1268,1273],{},[794,1269,1272],{"href":1270,"rel":1271},"https://www.once.app/",[798],"ONCE"," is an AI-powered music distribution agent that uses natural language to guide artists through the release process. Instead of filling out complex forms, users simply describe their release, and ONCE handles the submission to platforms such as Spotify and Apple Music.",[790,1275,1276],{},"The platform also includes a publishing agent that can automatically register works and populate publishing metadata, reducing much of the administrative work that typically slows down releases.",[790,1278,1279],{},[794,1280,1282],{"href":1270,"rel":1281},[798],"Learn more",[790,1284,1285],{},[1286,1287],"img",{"alt":1288,"src":1289},"Once AI Music Distribution","/images/blog/musictech-insights-12-once-screenshot.webp",[1223,1291],{},[1262,1293,1295],{"id":1294},"recoup-ai-record-label","RECOUP: AI Record Label",[790,1297,1298,1303],{},[794,1299,1302],{"href":1300,"rel":1301},"https://www.recoupable.com/",[798],"RECOUP"," is an AI operating system built for record labels and music companies. It helps teams monitor artist performance, generate tailored release strategies, estimate catalog value, and create marketing content across multiple channels.",[790,1305,1306],{},"Designed to fit into existing workflows, RECOUP can integrate directly with AI assistants such as Claude and ChatGPT, making it easier for teams to access insights and automate day-to-day decision-making.",[790,1308,1309],{},[794,1310,1282],{"href":1300,"rel":1311},[798],[1223,1313],{},[1262,1315,1317],{"id":1316},"unisound-ai-publishing","UNISOUND: AI Publishing",[790,1319,1320,1325],{},[794,1321,1324],{"href":1322,"rel":1323},"https://www.unisound.io/",[798],"UNISOUND"," develops AI-powered publishing administration tools that help rights holders manage registrations, identify missing royalties, and improve royalty collection across global markets.",[790,1327,1328],{},"By automating many of the manual processes involved in music publishing, the platform aims to make rights management more efficient and transparent. According to the company, its technology has already helped recover more than $8 million in previously unclaimed royalties this year.",[790,1330,1331],{},[794,1332,1282],{"href":1322,"rel":1333},[798],[790,1335,1336],{},[1286,1337],{"alt":1338,"src":1339},"Unisound AI Music Publishing","/images/blog/musictech-insights-12-unisound-screenshot.webp",[1223,1341],{},[1262,1343,1345],{"id":1344},"neural-frames-ai-video-content","NEURAL FRAMES: AI Video Content",[790,1347,1348,1353],{},[794,1349,1352],{"href":1350,"rel":1351},"https://www.neuralframes.com/",[798],"Neural Frames"," helps artists generate video content that responds directly to their music. By uploading a track, users can create visuals that sync with the sound and evolve alongside the music.",[790,1355,1356],{},"The platform can be used to produce music videos, social media content, visualizers, and promotional assets, giving artists and their teams a faster way to create engaging visual content around a release.",[790,1358,1359],{},[794,1360,1282],{"href":1350,"rel":1361},[798],[1223,1363],{},{"title":902,"searchDepth":903,"depth":903,"links":1365},[1366],{"id":1227,"depth":903,"text":285,"children":1367},[1368,1370,1371,1372],{"id":1264,"depth":1369,"text":1265},3,{"id":1294,"depth":1369,"text":1295},{"id":1316,"depth":1369,"text":1317},{"id":1344,"depth":1369,"text":1345},"2026-06-22T00:00:00.000Z","Handpicked articles, updates, and insights from the fast-moving world of music and entertainment technology, curated just for you.",32,{"src":1377},"/images/blog/musictechlab-blog-musictech-insights-12-benjamin-james.webp",{},{"title":1380,"description":1374},"AI in the Music Industry Back Office",[908,920,921,1382,1383,1384,1352],"Once","Recoup","Unisound","sFpNvxal396xjccWq9bcn8zrCOAD8uMF08b9MdYkrw8",1785839462774]