{"id":"kcUKekkhPNM","title":"Tailored AI Models for Specialized Use Cases","description":"The biggest AI models aren't always necessary for specialized tasks like customer support. Learn how tailored models can provide higher performance and lower costs in narrow domains. #TailoredModels #AI #SpecializedTasks #CustomerSupport #HighPerformance #LowerCost #ArtificialIntelligence #NarrowDomains #AIUseCases #ModelTailoring #NEARai","channel_name":"NEAR Protocol","published_at":"2024-08-17T00:00:00.000Z","thumbnail_url":"https://img.youtube.com/vi/kcUKekkhPNM/hqdefault.jpg","transcript_text":"I mean one you actually don't necessarily need the biggest and mightiest model which is good at all his cases because majority of his cases are more narrow or more specialized uh you know if you're trying to build some customer support assistant you actually explicitly don't want to that that assistant to chat with you about all the possible Pokemon types or write you poems Etc you actually want to wanted to stay on message uh so you don't want all those capabilities you actually want to have control over quality in relatively narrow domain uh and as a consequence you actually often want to have lower cost and maybe like higher performance characteristics which are achievable with tailoring for this particular use case maybe using smaller models or sering it in a different way which is specialized for this use case","transcript_synced_at":"2026-11-03T05:37:15.037Z","segments":[{"start_seconds":0,"text":"I mean one you actually don't necessarily need the biggest and mightiest model which is good at all his cases because majority of his cases are","url":"https://www.youtube.com/watch?v=kcUKekkhPNM&t=0s"},{"start_seconds":6,"text":"more narrow or more specialized uh you know if you're trying to build some customer support assistant you actually explicitly don't want to that that","url":"https://www.youtube.com/watch?v=kcUKekkhPNM&t=6s"},{"start_seconds":15,"text":"assistant to chat with you about all the possible Pokemon types or write you poems Etc you actually want to wanted to","url":"https://www.youtube.com/watch?v=kcUKekkhPNM&t=15s"},{"start_seconds":22,"text":"stay on message uh so you don't want all those capabilities you actually want to have control over quality in relatively","url":"https://www.youtube.com/watch?v=kcUKekkhPNM&t=22s"},{"start_seconds":29,"text":"narrow domain uh and as a consequence you actually often want to have lower cost and maybe like higher performance","url":"https://www.youtube.com/watch?v=kcUKekkhPNM&t=29s"},{"start_seconds":37,"text":"characteristics which are achievable with tailoring for this particular use case maybe using smaller models or sering it in a different way which is","url":"https://www.youtube.com/watch?v=kcUKekkhPNM&t=37s"},{"start_seconds":44,"text":"specialized for this use case","url":"https://www.youtube.com/watch?v=kcUKekkhPNM&t=44s"}],"youtube_url":"https://youtube.com/watch?v=kcUKekkhPNM","url":"https://near-pedia.xyz/videos/kcUKekkhPNM"}