{"version":"1.0.0","segments":[{"speaker":"AI Host","startTime":0.04,"endTime":2.25,"body":"All right, so you're"},{"speaker":"AI Host","startTime":0.04,"endTime":2.25,"body":"ready to get into some Applied AI."},{"speaker":"AI Host","startTime":2.65,"endTime":5.499,"body":"We're going deep on some of the"},{"speaker":"AI Host","startTime":2.65,"endTime":5.499,"body":"most popular conversations from"},{"speaker":"AI Host","startTime":5.5,"endTime":10.259,"body":"last year on Justin Grammon's"},{"speaker":"AI Host","startTime":5.5,"endTime":10.259,"body":"Conversations on Applied AI podcast."},{"speaker":"AI Co-Host","startTime":10.6,"endTime":12.82,"body":"Yeah, he had some"},{"speaker":"AI Co-Host","startTime":10.6,"endTime":12.82,"body":"amazing guests talking about"},{"speaker":"AI Co-Host","startTime":12.82,"endTime":14.559,"body":"how AI is changing everything."},{"speaker":"AI Co-Host","startTime":14.59,"endTime":14.73,"body":"For"},{"speaker":"AI 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yeah."},{"speaker":"AI Host","startTime":161.749,"endTime":163.179,"body":"She created loreignite."},{"speaker":"AI Host","startTime":163.209,"endTime":166.689,"body":"com, and she is all about demystifying AI."},{"speaker":"AI Co-Host","startTime":167.07,"endTime":168.25,"body":"Oh, that's awesome."},{"speaker":"AI Host","startTime":168.28,"endTime":172.11,"body":"So like helping people"},{"speaker":"AI Host","startTime":168.28,"endTime":172.11,"body":"understand AI, helping people"},{"speaker":"AI Host","startTime":172.13,"endTime":175.07,"body":"embrace AI and not be scared of it."},{"speaker":"AI Co-Host","startTime":175.239,"endTime":177.15,"body":"Yeah, it can"},{"speaker":"AI Co-Host","startTime":175.239,"endTime":177.15,"body":"be a little intimidating."},{"speaker":"AI Co-Host","startTime":177.399,"endTime":178.2,"body":"Like what is it going to"},{"speaker":"AI Host","startTime":178.21,"endTime":179.02,"body":"do to my job?"},{"speaker":"AI 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the"},{"speaker":"AI Host","startTime":218.254,"endTime":221.655,"body":"ethical considerations around AI."},{"speaker":"AI Co-Host","startTime":221.745,"endTime":222.215,"body":"Okay."},{"speaker":"AI Host","startTime":222.724,"endTime":226.865,"body":"So we talked to Rajeev Mukrelia,"},{"speaker":"AI Host","startTime":222.724,"endTime":226.865,"body":"professor at Minnesota State Mankato."},{"speaker":"AI Co-Host","startTime":226.945,"endTime":227.335,"body":"Okay."},{"speaker":"AI Host","startTime":227.755,"endTime":229.545,"body":"And he's a"},{"speaker":"AI Host","startTime":227.755,"endTime":229.545,"body":"leading voice in this area."},{"speaker":"AI Co-Host","startTime":230.285,"endTime":230.855,"body":"And"},{"speaker":"AI Host","startTime":230.855,"endTime":234.344,"body":"he really broke down the"},{"speaker":"AI Host","startTime":230.855,"endTime":234.344,"body":"concept of explainable AI or XAI."},{"speaker":"AI Co-Host","startTime":234.345,"endTime":235.245,"body":"Yeah, yeah."},{"speaker":"AI Co-Host","startTime":235.245,"endTime":235.375,"body":"And"},{"speaker":"AI Host","startTime":235.375,"endTime":238.345,"body":"he talked about the importance"},{"speaker":"AI Host","startTime":235.375,"endTime":238.345,"body":"of transparency, especially in"},{"speaker":"AI Host","startTime":238.345,"endTime":240.545,"body":"fields like healthcare and finance."},{"speaker":"AI Host","startTime":240.795,"endTime":241.494,"body":"It makes sense, yeah."},{"speaker":"AI Host","startTime":241.495,"endTime":244.364,"body":"Where you've got, like, high"},{"speaker":"AI Host","startTime":241.495,"endTime":244.364,"body":"stakes decisions being made."},{"speaker":"AI Host","startTime":244.735,"endTime":247.015,"body":"You want to know how the AI is"},{"speaker":"AI Host","startTime":244.735,"endTime":247.015,"body":"coming to those conclusions."},{"speaker":"AI Co-Host","startTime":247.025,"endTime":247.775,"body":"Absolutely."},{"speaker":"AI 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the power"},{"speaker":"AI Co-Host","startTime":276.874,"endTime":276.954,"body":"of"},{"speaker":"AI Host","startTime":277.435,"endTime":277.495,"body":"AI."},{"speaker":"AI Co-Host","startTime":277.565,"endTime":278.145,"body":"Makes sense."},{"speaker":"AI Host","startTime":278.284,"endTime":280.825,"body":"And then he also talked"},{"speaker":"AI Host","startTime":278.284,"endTime":280.825,"body":"about custom GPTs, which is"},{"speaker":"AI Host","startTime":280.825,"endTime":282.085,"body":"kind of a fascinating area."},{"speaker":"AI Host","startTime":282.094,"endTime":282.344,"body":"Oh,"},{"speaker":"AI Co-Host","startTime":282.344,"endTime":282.905,"body":"yeah."},{"speaker":"AI Host","startTime":283.325,"endTime":287.895,"body":"So, imagine a"},{"speaker":"AI Host","startTime":283.325,"endTime":287.895,"body":"chatbot that understands."},{"speaker":"AI Host","startTime":288.265,"endTime":291.245,"body":"The nuances of your specific business."},{"speaker":"AI 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become even more valuable."},{"speaker":"AI Host","startTime":322.245,"endTime":322.505,"body":"Right."},{"speaker":"AI Host","startTime":322.515,"endTime":327.125,"body":"He shared a great quote he said,"},{"speaker":"AI Host","startTime":322.515,"endTime":327.125,"body":"jobs of the past valued strength,"},{"speaker":"AI Host","startTime":327.655,"endTime":331.714,"body":"jobs of the present value"},{"speaker":"AI Host","startTime":327.655,"endTime":331.714,"body":"brains, and jobs of the future"},{"speaker":"AI Co-Host","startTime":333.805,"endTime":334.625,"body":"Oh, wow."},{"speaker":"AI Co-Host","startTime":334.705,"endTime":335.625,"body":"That's a great quote."},{"speaker":"AI Host","startTime":335.775,"endTime":337.915,"body":"That's from the president"},{"speaker":"AI Host","startTime":335.775,"endTime":337.915,"body":"of Columbia University, actually."},{"speaker":"AI Co-Host","startTime":337.915,"endTime":339.205,"body":"Oh, very interesting."},{"speaker":"AI 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amazing to think"},{"speaker":"AI Host","startTime":363.69,"endTime":368.809,"body":"that now, like people who don't"},{"speaker":"AI Host","startTime":368.809,"endTime":370.53,"body":"have extensive coding knowledge."},{"speaker":"AI Co-Host","startTime":370.53,"endTime":371.28,"body":"Yeah."},{"speaker":"AI Co-Host","startTime":371.299,"endTime":371.419,"body":"Can"},{"speaker":"AI Host","startTime":371.419,"endTime":373.299,"body":"actually bring"},{"speaker":"AI Host","startTime":371.419,"endTime":373.299,"body":"their ideas to life."},{"speaker":"AI Co-Host","startTime":373.4,"endTime":374.699,"body":"That's powerful."},{"speaker":"AI Co-Host","startTime":374.699,"endTime":374.779,"body":"And"},{"speaker":"AI Host","startTime":374.78,"endTime":378.505,"body":"then he also shared"},{"speaker":"AI Host","startTime":374.78,"endTime":378.505,"body":"a story about using AI to"},{"speaker":"AI Host","startTime":378.505,"endTime":380.185,"body":"analyze health insurance plans."},{"speaker":"AI Co-Host","startTime":380.224,"endTime":380.735,"body":"Okay."},{"speaker":"AI Host","startTime":381.414,"endTime":383.044,"body":"Which is something"},{"speaker":"AI Host","startTime":381.414,"endTime":383.044,"body":"I think we can all relate to."},{"speaker":"AI Host","startTime":383.055,"endTime":383.294,"body":"Sure,"},{"speaker":"AI Co-Host","startTime":383.315,"endTime":383.735,"body":"sure."},{"speaker":"AI Host","startTime":383.755,"endTime":385.745,"body":"Like who really understands"},{"speaker":"AI Host","startTime":383.755,"endTime":385.745,"body":"their health insurance plan."},{"speaker":"AI Co-Host","startTime":385.745,"endTime":386.195,"body":"Right."},{"speaker":"AI Host","startTime":386.284,"endTime":390.354,"body":"But he was able to get a much"},{"speaker":"AI Host","startTime":386.284,"endTime":390.354,"body":"clearer understanding by just feeding"},{"speaker":"AI Host","startTime":390.364,"endTime":392.154,"body":"all that information into ChatGPT."},{"speaker":"AI Co-Host","startTime":392.215,"endTime":393.274,"body":"That's amazing."},{"speaker":"AI Host","startTime":393.274,"endTime":396.184,"body":"Yeah, so it's like,"},{"speaker":"AI Host","startTime":393.274,"endTime":396.184,"body":"you know, AI can really help us"},{"speaker":"AI Host","startTime":396.434,"endTime":397.654,"body":"make more informed decisions."},{"speaker":"AI Co-Host","startTime":397.674,"endTime":398.974,"body":"It can cut through the noise."},{"speaker":"AI Host","startTime":399.67,"endTime":400.26,"body":"Exactly."},{"speaker":"AI Co-Host","startTime":400.27,"endTime":400.95,"body":"Wow."},{"speaker":"AI Host","startTime":400.96,"endTime":403.26,"body":"He also talked about the"},{"speaker":"AI Host","startTime":400.96,"endTime":403.26,"body":"importance of prompt engineering."},{"speaker":"AI Co-Host","startTime":403.27,"endTime":404.07,"body":"Oh, okay."},{"speaker":"AI 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it."},{"speaker":"AI Co-Host","startTime":446.115,"endTime":449.854,"body":"It's really interesting how all these"},{"speaker":"AI Co-Host","startTime":446.115,"endTime":449.854,"body":"different guests are approaching"},{"speaker":"AI Co-Host","startTime":449.875,"endTime":451.664,"body":"AI from all these different angles."},{"speaker":"AI Host","startTime":451.724,"endTime":452.075,"body":"Yeah."},{"speaker":"AI Co-Host","startTime":452.104,"endTime":454.604,"body":"But they all seem"},{"speaker":"AI Co-Host","startTime":452.104,"endTime":454.604,"body":"excited about the possibilities."},{"speaker":"AI Host","startTime":454.705,"endTime":458.814,"body":"Yeah, and like Tim in"},{"speaker":"AI Host","startTime":454.705,"endTime":458.814,"body":"particular had some, um, like some"},{"speaker":"AI Host","startTime":458.814,"endTime":462.344,"body":"really thought provoking ideas about,"},{"speaker":"AI Host","startTime":458.814,"endTime":462.344,"body":"like, the evolution of 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two?"},{"speaker":"AI Co-Host","startTime":486.69,"endTime":487.09,"body":"Right."},{"speaker":"AI Co-Host","startTime":487.11,"endTime":487.22,"body":"You"},{"speaker":"AI Host","startTime":487.22,"endTime":489.15,"body":"know, he actually told"},{"speaker":"AI Host","startTime":487.22,"endTime":489.15,"body":"this funny story about how he"},{"speaker":"AI Host","startTime":489.15,"endTime":495.55,"body":"used DIL E, which is the AI image"},{"speaker":"AI Host","startTime":489.15,"endTime":495.55,"body":"generator to create this picture of"},{"speaker":"AI Host","startTime":495.599,"endTime":497.12,"body":"a mermaid doing dishes for her son."},{"speaker":"AI Co-Host","startTime":497.259,"endTime":498.0,"body":"Oh, that's great."},{"speaker":"AI Co-Host","startTime":498.444,"endTime":499.104,"body":"That's awesome."},{"speaker":"AI Host","startTime":499.124,"endTime":499.344,"body":"Yeah."},{"speaker":"AI Host","startTime":499.344,"endTime":500.885,"body":"It's like, you know, it sounds"},{"speaker":"AI Host","startTime":499.344,"endTime":500.885,"body":"like something straight out"},{"speaker":"AI Host","startTime":500.885,"endTime":502.455,"body":"of like a children's book."},{"speaker":"AI Co-Host","startTime":502.455,"endTime":502.804,"body":"Yeah."},{"speaker":"AI Host","startTime":503.515,"endTime":506.234,"body":"But it does raise some"},{"speaker":"AI Host","startTime":503.515,"endTime":506.234,"body":"interesting questions about like, you"},{"speaker":"AI Host","startTime":506.234,"endTime":508.924,"body":"know, what is creativity in the age of AI?"},{"speaker":"AI Host","startTime":508.974,"endTime":509.125,"body":"Right."},{"speaker":"AI Host","startTime":509.125,"endTime":512.725,"body":"We were talking about like, is"},{"speaker":"AI Host","startTime":509.125,"endTime":512.725,"body":"AI going to replace artists?"},{"speaker":"AI Co-Host","startTime":512.775,"endTime":513.255,"body":"Yeah."},{"speaker":"AI 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that's"},{"speaker":"AI Host","startTime":660.064,"endTime":663.464,"body":"shaping the world in really profound ways."},{"speaker":"AI Co-Host","startTime":663.515,"endTime":663.895,"body":"Right."},{"speaker":"AI Co-Host","startTime":664.085,"endTime":666.154,"body":"What stands out to you from"},{"speaker":"AI Co-Host","startTime":664.085,"endTime":666.154,"body":"all these conversations?"},{"speaker":"AI Co-Host","startTime":666.45,"endTime":666.94,"body":"What?"},{"speaker":"AI Co-Host","startTime":667.08,"endTime":668.5,"body":"What are you curious about?"},{"speaker":"AI Co-Host","startTime":670.07,"endTime":674.41,"body":"We'll be back in a moment to wrap up our"},{"speaker":"AI Co-Host","startTime":670.07,"endTime":674.41,"body":"deep dive into AI at The Edge and beyond."},{"speaker":"AI Host","startTime":675.38,"endTime":678.459,"body":"It really is amazing to think"},{"speaker":"AI Host","startTime":675.38,"endTime":678.459,"body":"about all the different ways that"},{"speaker":"AI Host","startTime":678.499,"endTime":680.849,"body":"AI is already impacting our lives."},{"speaker":"AI Co-Host","startTime":680.9,"endTime":681.79,"body":"Oh yeah, totally."},{"speaker":"AI Host","startTime":681.81,"endTime":686.1,"body":"Even in ways that, like,"},{"speaker":"AI Host","startTime":681.81,"endTime":686.1,"body":"We probably don't even realize."},{"speaker":"AI Co-Host","startTime":686.5,"endTime":686.96,"body":"Like,"},{"speaker":"AI Host","startTime":686.96,"endTime":690.17,"body":"it's kind of the, it's the"},{"speaker":"AI Host","startTime":686.96,"endTime":690.17,"body":"undercurrent of so much these days."},{"speaker":"AI Host","startTime":690.52,"endTime":693.989,"body":"But like, the thing that really"},{"speaker":"AI Host","startTime":690.52,"endTime":693.989,"body":"gets me is like, the bigger picture."},{"speaker":"AI Co-Host","startTime":694.079,"endTime":694.63,"body":"Yeah."},{"speaker":"AI 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purposes."},{"speaker":"AI Host","startTime":733.345,"endTime":734.285,"body":"For sure, for sure."},{"speaker":"AI Host","startTime":734.335,"endTime":735.515,"body":"It's that double edged sword."},{"speaker":"AI Co-Host","startTime":735.585,"endTime":738.905,"body":"Which is why I think it's so"},{"speaker":"AI Co-Host","startTime":735.585,"endTime":738.905,"body":"important to talk about responsible AI."},{"speaker":"AI Co-Host","startTime":738.905,"endTime":741.785,"body":"You know, this isn't just about"},{"speaker":"AI Co-Host","startTime":738.905,"endTime":741.785,"body":"developing cool technology."},{"speaker":"AI Co-Host","startTime":741.794,"endTime":747.164,"body":"It's about making sure that AI is used"},{"speaker":"AI Co-Host","startTime":741.794,"endTime":747.164,"body":"ethically and that it benefits everyone."},{"speaker":"AI Host","startTime":747.164,"endTime":749.594,"body":"Yeah, building systems"},{"speaker":"AI 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be having these"},{"speaker":"AI Co-Host","startTime":761.204,"endTime":764.305,"body":"conversations about AI and working"},{"speaker":"AI Co-Host","startTime":764.305,"endTime":768.535,"body":"together to create a future"},{"speaker":"AI Co-Host","startTime":764.305,"endTime":768.535,"body":"where AI is a force for good."},{"speaker":"AI Host","startTime":768.804,"endTime":769.104,"body":"Yeah."},{"speaker":"AI Co-Host","startTime":769.405,"endTime":771.584,"body":"And that's"},{"speaker":"AI Co-Host","startTime":769.405,"endTime":771.584,"body":"where you come in, you know?"},{"speaker":"AI Co-Host","startTime":771.604,"endTime":774.125,"body":"You've heard these amazing insights"},{"speaker":"AI Co-Host","startTime":771.604,"endTime":774.125,"body":"and now it's time to take all that"},{"speaker":"AI Co-Host","startTime":774.125,"endTime":775.645,"body":"knowledge and do something with it."},{"speaker":"AI Host","startTime":775.704,"endTime":779.045,"body":"Like, ask yourself, what"},{"speaker":"AI Host","startTime":775.704,"endTime":779.045,"body":"problem are you going to solve?"},{"speaker":"AI Host","startTime":779.439,"endTime":779.97,"body":"Using AI."},{"speaker":"AI Co-Host","startTime":780.27,"endTime":781.0,"body":"Exactly."},{"speaker":"AI Host","startTime":781.0,"endTime":784.23,"body":"Like maybe you'll be inspired"},{"speaker":"AI Host","startTime":781.0,"endTime":784.23,"body":"by John Stanton, you'll find ways to make"},{"speaker":"AI Host","startTime":784.24,"endTime":786.24,"body":"those essential services more accessible."},{"speaker":"AI Co-Host","startTime":786.25,"endTime":786.68,"body":"Right."},{"speaker":"AI Host","startTime":786.689,"endTime":788.71,"body":"Or maybe you'll dive"},{"speaker":"AI Host","startTime":786.689,"endTime":788.71,"body":"into the world of distributed"},{"speaker":"AI Host","startTime":788.71,"endTime":789.81,"body":"learning like Kevin Liu."},{"speaker":"AI 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Applied AI Nonprofit."},{"speaker":"AI Host","startTime":806.135,"endTime":808.774,"body":"AppliedAI."},{"speaker":"AI Host","startTime":808.775,"endTime":808.785,"body":"mm."},{"speaker":"AI Co-Host","startTime":808.825,"endTime":809.785,"body":"Great resource."},{"speaker":"AI Co-Host","startTime":809.795,"endTime":810.025,"body":"Yeah,"},{"speaker":"AI Host","startTime":810.064,"endTime":810.655,"body":"go check them out."},{"speaker":"AI Host","startTime":810.655,"endTime":813.825,"body":"They've got events, workshops,"},{"speaker":"AI Host","startTime":810.655,"endTime":813.825,"body":"a whole community of people."},{"speaker":"AI Co-Host","startTime":813.835,"endTime":814.505,"body":"Yeah, they do."},{"speaker":"AI Co-Host","startTime":814.515,"endTime":814.734,"body":"That are"},{"speaker":"AI Host","startTime":814.734,"endTime":816.015,"body":"passionate about AI."},{"speaker":"AI Host","startTime":816.015,"endTime":819.024,"body":"It's a great place to"},{"speaker":"AI 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this."},{"speaker":"AI Host","startTime":831.905,"endTime":834.085,"body":"Stay curious, stay engaged,"},{"speaker":"AI Co-Host","startTime":834.335,"endTime":835.135,"body":"keep learning,"},{"speaker":"AI Host","startTime":835.245,"endTime":836.365,"body":"and never stop learning."},{"speaker":"AI Host","startTime":837.035,"endTime":840.655,"body":"The world of AI is constantly"},{"speaker":"AI Host","startTime":837.035,"endTime":840.655,"body":"evolving, and it's really up to"},{"speaker":"AI Host","startTime":840.655,"endTime":842.375,"body":"all of us to shape its trajectory."},{"speaker":"AI Co-Host","startTime":842.385,"endTime":843.235,"body":"It is, yeah."},{"speaker":"AI Host","startTime":843.265,"endTime":846.945,"body":"So until next time, keep"},{"speaker":"AI Host","startTime":843.265,"endTime":846.945,"body":"exploring, keep asking questions,"},{"speaker":"AI Host","startTime":847.324,"endTime":849.255,"body":"and keep that spark of wonder alive."}]}