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Sept. 28, 2026

How Much AI Is Too Much AI in Podcasting?

How Much AI Is Too Much AI in Podcasting?
How Much AI Is Too Much AI in Podcasting?
Podcast Insider
How Much AI Is Too Much AI in Podcasting?

How much AI is too much AI when it comes to podcasting?

In this episode of Podcast Insider, Mike Dell, Dave Clements and MacKenzie Bennett share how they’re currently using AI in podcast production—and where they think podcasters should draw the line.

The conversation covers practical uses for AI, including creating transcripts, generating chapters, summarizing episodes, cleaning up audio, assisting with research and editing images. They also discuss why human review still matters, especially when AI-generated content can introduce errors, flatten a creator’s voice or make audiences question what they’re hearing and seeing.

The team also gets into the bigger concerns surrounding AI in creative work: voice cloning, fully AI-generated podcasts, trust, privacy and the difference between using AI to enhance your work versus using it to replace the creative process altogether. Their takeaway is less about following a strict rule and more about being intentional. AI can be a useful assistant, but creators should still review the output, maintain their own voice and consider how their audience will perceive what they publish.

The episode wraps up with a look at International Podcast Day on September 30, including its beginnings as National Podcast Day in 2014 and how it has grown into a worldwide celebration of podcasting, creators and the evolution of the medium.

In this episode:

  • How Mike, Dave and MacKenzie use AI in their own podcast workflows
  • AI-generated show notes, chapters, transcripts and artwork
  • Using AI for audio enhancement and media mastering
  • Why creators should always review AI-generated output
  • The difference between AI assistance and AI-generated content
  • Voice cloning, authenticity and audience trust
  • Why human creativity still matters in podcasting
  • Using AI to enhance your work rather than simply cut corners
  • The history and purpose of International Podcast Day

There is not one universal answer to how much AI is too much. The better question may be whether the technology is helping you make a stronger podcast—or removing the human element that made the show worth listening to in the first place.


Thanks for Listening

Learn more and find additional podcasting resources at PodcastInsider.com, and visit the Blubrry Podcasting YouTube channel for more podcasting videos.

0:04 - Welcome to Podcast Insider. - We're back with another great episode. - We're gonna wing it. - I'm Mike Dell, the VP of - operations here at Blueberry. - And, with me, I have Dave Clements - Hey. Hey. - And, - Mackenzie Bennett. - Hello. - Yeah. And today, we're gonna talk about - how much - AI is too much AI in podcasting - with the caveat, there really isn't any rules - in podcasting. So we're gonna talk about our - opinions - and maybe best practices. - Dave, I I'll give you the first shot - here. What what's your opinion on how much - AI to use or not use?

0:52 - Is this the part where we just, like, - end the episode real quick because I just - upset everybody? - Don't use it. - Yeah. So for a long time, - well, I guess when when AI became more - accessible, - I guess, commercially, - I I thought it was the coolest stuff - ever. - And - I could never figure out how I was - gonna use it for - any of my shows, - other than just goofing off. - And - then - we released Pie, - a few years ago, and that is our - podcast AI assistant - that is still available to everybody.

1:32 - That kinda got me thinking about - the way I personally would use - AI. And so I've kind of gotten to - the point where - I prefer to use - AI tools - in, - like, a post production sense. - I like to have AI - look through the transcript, - and I will take that transcript because I - will forget what I've said 90% of the - time. And I go, okay. Summarize this - for me. - And then sometimes I use just that raw - summary and throw it in my show notes. - Or sometimes, like, I will clean it up - so depending on the the show that I'm - doing, it feels like the show. It doesn't - just feel like, you know, a computer wrote - it.

2:17 - But then one of my favorite things that - I've discovered recently - going back - and actually reworking - older episodes of a show is chapters. - Sometimes, - Py doesn't get the chapters right. - And something like ChatGPT - or specifically Claude will actually be able to - go through your transcript and finds much better - chapters - than I've run into before. And so with - the D and D podcast, I talk about - all the time. Those are, like, hour plus - episodes. - And I honestly don't wanna go back and - try and find all of those little chapter - markers myself.

2:57 - So that those are kind of the the - two big ways that I use it. And - then the other thing that I I have - been doing as of late is - using, like, media mastering tools. I've been using - the ones that we have with Auphonic. - And I've also been dabbling with - Adobe Podcasts. They have, like, an enhancement tool. - And those are really nice because - sometimes I don't have the time to - really get in there and nitpick - some of, like, the - the loudness and normalization - and some of those editing things. - So that's typically - for me personally, - that's where I'm going to use - AI tools.

3:38 - I am not a fan of using it - for, like, artwork and things like - that, because I have a design background. So - that's my story. Yeah. We use it a - little bit on this show. Mackenzie, you're, you're - the main - user and abuser here. So - what do you think about it? - I use Py. Yeah. So I use the - AI tools that we have available for Blueberry - whenever I publish this. - I will use it for the artwork, - the chapters, - the title some of the time, - and - the transcript. - I will use all of that, - like, every single time I post the episode.

4:19 - The show notes itself is a combination of - AI and me. That is - I upload the transcript - into AI. - Typically, I have it write up something, and - then I'll just go in and and tweak - it. And I think part of the reason - I do that is because - right - now, we've been, like, we've been posting episodes, - like, that we recorded - weeks to a month ahead of time, and - I'm like, I don't remember what exactly happened - here. - Yeah. - I don't remember the specifics at the by - the time we're getting around to publishing it. - So - I'll use that to help me, and then - I'll just, you know, go in and and - tweak it however I see fit. But also - at the same time, it knows my writing - style pretty well, - by now. So it that is something that - AI can do is learn your your own - tone and style and and whatnot and and - give you responses - in that manner. But, specifically, - like, something else I was also thinking about - is - we've had - tools for decades now that are being - called AI, - And - we're in this I don't know. I feel - like we're in this weird - weird limbo of, like, - people that are using Photoshop - and Canva - and uploading things to social media or, you - know, Meta, - TikTok, whatever, - and it's being labeled as AI. And it's - like, no. That's - that's Photoshop.

5:49 - That's something that is, - yes, - was used with a tool, - but also - you have to be, you know, somewhat skilled - in those plat like, in that software - to do that. Like, it's it's getting to - the point where - these companies are labeling - images as AI, and then they don't get - sent out to audiences properly, and it's really - affecting some people when it's you know? Mhmm. - These automated things are showing up saying this - is AI when it's like, I changed the - color of an image in Canva. - That's that's not great. So it's I I - feel for the graphic designers right now. They - are going through a lot. Anyone in social - and marketing, it is it's a weird time - because For sure. Some of this is, you - know, things that we've been doing for years - and years and years, and now it's just - an automated - slap on the wrist or, like, - label that is incorrect. Like, don't punish me - for using - a tool.

6:50 - Like, if you use, like, the blemish tool - on Instagram, it's, like, saying that's AI. Like, - that's been around for ten years. Mhmm. Like, - I get that it's technically - AI, but - it's - I don't have the words for it right - now. I just have the emotion. Yeah. It's - like - there are good uses of AI, and then - there are - less good uses of AI, and then there - are bad uses of AI. I you know, - the way I the way I look at - it is, you know, I've got mixed feelings - about it. It's just like you guys. - You know, there's certain uses that I use, - and but I'm also - a little picky about writing. Mhmm. And not - that I'm a particularly good writer or anything, - but, what I'll generally do when I'm, say, - writing show notes, - I'll throw the transcript in and say, hey.

7:41 - You know, write up, you know, summary of - this. And then - I'll go in and reedit what the output - was to make it sound like something that - I would write. - I do like the artwork, - thing, and I'm and I'm a graphic art - guy too. You know? I I worked in - graphics for eighteen years. I wasn't particularly great - at it, but I could make what the - designer wanted - and make it work, you know, in the - real world. That was my skill. It wasn't - really coming up with the design itself. But, - you know, I'll use like, I just updated - my personal show's artwork, - and - and I had a cartoon image in there. - And, I thought, well, you know, let's replace - the cartoon with that. Well, rather than me - spending - an hour in Photoshop, I threw it in - the AI and said, hey. Replace the cartoon - dude with this picture, and it did a - really good job. So, - you know, that's - so using those kind of tools, I don't - see as a bad thing. You know, the - what people out there call AI slop - is where the, you know, like - I'm not calling out Inception Point. Well, yes.

8:48 - I am. You are now. Inception Point AI, - you know, and they've chain they've rebranded - because that became a bad word, apparently. So - they've rebranded to something else. I don't know - what it's called, but that is a 100% - AI produced podcast. It's got AI characters, AI - written. - You know, there's very little human interaction. - And, you know, if people listen to it, - great. - But, - you know, it it sounds very - AI Mhmm. - For lack of a better way of putting - it. You know, some things - do work really well. And, you know, and - if it gets the right information out and - all that, you know, who are we to - say don't do that? But like I said, - I I I find good uses of it.

9:34 - The thing is is, you know, check the - output. Don't just cut, paste, publish, you know, - when it comes to, - you know, anything written. You know? And I've - experimented too. I I actually had, - Eleven Labs. I had Eleven Labs clone my - voice from a whole bunch of podcast episodes. - And I produced one episode that was my - AI doppelganger, - and you could just tell, yeah, it sounded - like me, - but there was no - human behind it. I mean, it was - it was very flat. No feeling. No nothing - like that. It and it is getting really - good. I have to say, you know, pretty - soon, we will not be able to tell - the difference.

10:15 - But, as of right now, I don't I - don't think it's ready for prime time. No. - And - I I can't ever see myself getting to - a point where I accept - content like that as a consumer or as - a creator. - That that's a it's kind of a discussion - that we have internally as a company. - I think we keep reiterating over and over - again. Like, the human voice - is - important - to podcasting. It's what makes podcasting - what it is. - And - I don't know. I just I can't - I can't wrap my head around - making things like that. - And I personally and, you know, come at - me. I don't care. I'm gonna use making - in quotes, - in that context because it's just frustrating, - as somebody who has, like, everything that I - know about podcasting and a large - amount of what I know about - design.

11:14 - And those are two huge things that are - affecting, - you know, my world, as far as AI - goes. - I have spent so much time learning - everything that I know myself. Like, I am - self taught. My my role here at Blueberry, - largely self taught, and I have learned so - much, - over the years. And then I see, you - know, people that wanna create - whole podcast networks that are built on a - 100% AI or like 95% - AI or whatever. And I don't know. I - just I can't wrap my head around it. - It's not I don't think for me, I - don't think it's a, oh, I'm elite because - I'm a human and I can do this - stuff.

11:54 - I just think that - the output is so much more rewarding for - you as a creator - and for your audience - if it hurts a little. - Maybe that's not the way to say it, - but that's how I'm gonna say it. Yeah. - No. I get it. The thing is is, - you know, creative people - wanna be creative. You enjoy the process - of creating something rather than, oh, I gotta - create this, hit a button that's created. Well, - there's no new ideas with AI. Right. And - that's that's a big part of creativity - is, yeah, you're gonna have your influences and - things that you've already seen, but - there is no - comparing - something from AI and something from - someone's brain that has been conjuring this for, - you know, decades. I don't know. There's also, - like, the privacy part of AI, - in podcasting. Like, Mike, the idea of someone, - like, cloning my voice drives me up the - wall. Yeah. Yeah.

12:55 - That's one of the reasons why I don't - wanna do video is because my voice is - already out there. I've been - I was a DJ in college, and I've - been doing a podcast since I for Blueberry - since I graduated from college. - My voice is out there. That's done for. - My face, - not so much. I feel like, Dave, you - were very nice about it, but, like, there's - there's a level of, - just Creepiness. - Yeah. It's creepy. It's not good, and, - it just feels - dystopian. Yeah. Well, the you know, here's the - thing. Just just remember, you cannot - now you know, used to be in the - age of just Photoshop. You couldn't trust a - picture.

13:42 - Eyeballs - in person. - Yeah. And then maybe not. Yeah. It takes - a lot more critical thinking skills to Yeah. - Do a lot of stuff - lately. I mean, some of it is just - blatantly, like, - horrible, like, - oh, wow. I can I can clearly tell - that that's AI? Grandma, on the other hand, - may not. - Maybe my dad probably wouldn't. But, you know, - being in in a in a tech based - industry, - I I would say, you know, the three - of us, like, we can we see a - lot of that stuff - through our work, but also - probably in our our free time when we're - doom scrolling. And I don't know. I've become - very sensitive to it, - even to the point where when - working on scripts - for YouTube videos that that I'm doing, I'm - having AI do a lot of research, and - I'm like, you know, you have to give - like, cite all of your sources.

14:37 - And then, like, it takes me a little - bit longer to write those scripts, - just because I do have to verify - is the AI actually giving me - good information to go off of? Because, - yeah, I I have a pretty tight turnaround - on on things, and I know that there - are podcasts that do this. Like but I - don't have time to go through and - do a bunch of research for a six - minute video. - That's a lot of work. And so I - do trust that a little bit, but then - there's always double checking. And, - Yeah. This - I don't know. This seems off or I - don't know. Like like you said, you you - can't you can't trust it immediately. You have - to you have to be very sensitive to - it. And and here's the other problem is - as more and more - AI content gets out there, more and more - of that AI generated content is gonna be - feeding the models.

15:35 - So even the wrong stuff, - if you go verify it's you know, how - would you verify something? You go, you know, - go to a news website and look look - for articles or whatever about whatever it is, - and chances are that was written by a. - Mhmm. - So, you know, it's gonna just get worse, - I think, - you know, because now now you've got the - AI feeding itself, - and at some point, the bubble's gonna burst. - But, you know, getting back to the topic - of how much of it do you wanna - use in your podcast, you know, whatever feels - right to use, - I guess, okay. But, you know, your audience - is gonna pick out the, obviously, AI generated - stuff Yeah. At least for now. Like I - said, it's gonna get better, - better or worse, I guess, at the same - time.

16:24 - You know, I have no problem using it - for what it's good at. - And right now, what it's good at is, - you know, making sure I'm capitalizing - where I need to and putting the punctuation - in the right spot and, you know, all - the stuff I'm not particularly good at. - And, - you know, that kind of stuff and, you - know, and editing a photo. Now I can - edit a photo in Photoshop. - I I still have that skill, - but I'm not gonna do as good a - job. I don't wanna create the photo from - AI, but I want, you know, if I - wanna edit a photo, I have no problem - letting it do it. Haven't got to the - point where I wanted to edit my audio - or video. - I kinda like to do that myself when - I edit. Yeah. Again, you know, they'll get - better. Yeah. I I think that they're just, - I don't know, it's such a fine - line that you have to walk, - not not even from a professional standpoint. Like, - I am, you know while this is my - opinion, I am technically speaking on behalf of - the company, - in a way. But it's just a very - fine line that you have to walk because - there are legitimately - some tools that are, quote, unquote, AI, like - McKinsey said, - that we've been using - because they are a better - tool than what we have - had access to. Or, you know, I I - think Photoshop is always a big one, but - you from an audio - standpoint because I haven't really found any, - AI video tools other than, like, clipping tools - that are kind of worth the time.

17:56 - So you can, you know, send those over - to me. But from an audio standpoint, - they're like, sometimes my ears can't pick up - on the tiny little frequencies and - and gunk. Like, sometimes I will have a - fan running in the background, and - I can't get that out of there. I - can run it through the Adobe podcast tool, - sometimes media mastering, - and it'll figure out what that frequency is - and pull it straight out, and you'd never - know. - So - that is totally worth it to me, but - it's also not creating anything for me. It's - just helping me do my job better. I - think there's, - that part where you have to - have the right intentions behind using AI.

18:40 - Enhancing something, making it better - instead of cutting corners - is probably the most important part. Yeah. Like - I say, you know, sometimes they're - you know, you can see where people just - cut and paste something out and don't really - look at it. So, you know, just be - careful with that. Yeah. I mean, ultimately, your - audience is gonna decide whether or not they're - going to continue to be fans of what - you're making. Yep. We see a big thing - right now where, - you know, AI generated menus. - Those are some of the most horrific nightmare - fuel things I have ever seen. And there - are people that are just like, you know - what? And I will just say, you know, - not everybody's a great photographer. I am definitely - not. But I still don't know that I - want my my food to look like some - of these AI posters.

19:30 - But there are people who are just like, - well, if you're gonna cut corners on - this, - are you cutting corners on your food? Like, - the it introduces - doubt. That's exactly what I think. It introduces - doubt. And for me, as a as a - creative person, - who wants to learn - to do the hard things, - even if I'm not good at them, I - just don't wanna introduce doubt by throwing a - bunch of AI at whatever it is I'm - making. - I would rather - people go, hey, you know, you goofed up - on this edit or, - you know, you really don't draw that well. - And I'm like, okay. Yeah. But I'm learning - and I can fix it and - and whatever.

20:12 - But, again, that's me. I just don't wanna - introduce doubt. I want people to trust what - I'm putting out there. I'd rather - the bad real version than the overly perfected - robot - version. I don't wanna live in a world - of robots as as - so many people do, - apparently, in charge of all this. - I don't. - I really don't want everything to be done - by robots. You on the anti, - dog robot thing? Did they freak you out? - Because they do my wife. - I I don't even know if I've really - thought about the dog robot thing, but, like, - I want AI to be used to help - solve real problems.

20:54 - You know what's not a real problem? Having - a dog. - Yeah. That that's true. But here's what's gonna - happen, is if you're using too much AI - in your podcast, - your listeners, - viewers, - however you wanna put it, eventually are going - to notice - that. - They may or may not like it, but - I think the market is going to prove - over time that the AI generated stuff is - not what people want as much as - a human. Mhmm. Not saying that, you know, - that there's not a place for the AI - stuff. - We have one of our clients - that - writes a lot of articles - for automotive.

21:36 - And what they're doing with the AI and - in podcasting - is they're, first off, labeling it right off - the top. Say, this is a an article - from this - read by the AI, - and we're putting it out in audio form - so you don't have to sit there and - read it. But that's what they're using it - for, and that makes sense. They're not trying - to pass it off as these are real, - you know, real people talking about these things. - No. They're reading articles. That's an awesome use - of it in podcasting, I think. Yeah. And, - I mean, one thing we haven't touched on, - and I I think it's - it's a lot more complicated than - I I so I can't really, like, fully - speak to it. But you do have, like, - the environmental impact of all of these data - centers and and stuff like that. I live - in Indiana, and, you know, Gary, Indiana was - out of power for, - I think about two weeks, if I'm not - mistaken almost. But the data center that's not - too terribly far from - Gary - was working just fine. So it's just, like, - it's a little scary, - you know. And and that's not to get - into, like, politics or anything like that, but - it is a real world thing that you - have to consider, - especially if we're all using - AI tools, - especially for silly things. You know. I'm tired - of seeing - AI generated memes. You know? So but, yeah, - podcasting, I prefer it to to be - a little bit of a helper. I don't - need it to create any of my shows.

23:03 - That's kinda my final word on that. Oh, - this episode, when you're listening to it and - when we put it out, International - Podcast Day - is, - September 30. - I believe this will be going out on - that Monday. So a couple days from now - is International Podcast Day, - and I just wanted to touch on, you - know, some of the history of that. - Dave, what or Mackenzie, one of you, - what do you know about how that all - started? Oh, we're, what, fifteen - sixteen, 17? - How many years? I'm gonna guess, and I - don't know, but I'm gonna guess it's been - at least fifteen.

23:44 - Yeah. I would say it's been fifteen years, - that they've had - International Podcast Day. But I think the first - year was called National Podcast Day, and then - the rest of the world didn't didn't agree, - so they changed it. Right. 2014 - was National Podcast Day. - Okay. Okay. Close. - I was just gonna say it was some - sometime right after I started podcasting. - Steve and - Dave Lee - were, - as far as I know, the the masterminds - behind this. Yep. No. Steve created it and - with with his son, Dave. And just as - a way to acknowledge - all of the work that goes into podcasting, - the way that it has changed, - all of the content that people are consuming - on a day to day basis, - just whatever we have done with it, whether - it is the advancements - in - on the tech side of it, - the the ways that it has helped people - get their voices out there for whatever it - is that they wanna talk about, - kinda leveling the playing field a little bit - for some stuff or, - just, you know, trying to meet other podcasters.

24:54 - But it's I don't think they've done - a live show for it in a number - of years now. I think, '21 or '22 - was maybe the last year for that, but - it's it's a good day to just kinda - consider, like, how far we've come. Yeah. And, - you know, when they were doing those live - streams, they were, you know, doing thirty hours, - you know, a thirty hour live stream, and - it it was quite the production. - But there are a lot of, - lot of places - and people and, - you know, all around the world now that - are doing a special livestream that day, you - know, from, you know, their individual - things. So, if we can come up with - a list of events we can find, we'll - throw that in the show notes - over at podcastinsider.com.

25:43 - You know, we we used to participate in - that. Mhmm. We'd always have an hour of - of that thirty hour stream where Blueberry, - you know, usually Todd or Mackenzie or I - or all of us, - would Yeah. You know, do something for - International Podcast Day. But there are smaller little - events going on. And and to prove the - point, it's in, it's in the National Day - calendar. So, of course, it's real and official. - Yeah. - So if you wanna know more about International - Podcast Day, you can just go to internationalpodcastday.com. - We'll make sure that we link it in - the episode show notes as well. - Yeah. So, anything to, wrap up either of - the topics?

26:24 - I don't think so. I I hope I - I don't get nasty letters. Yeah. Okay. I'll - take them. It's fine. Yeah. I I actually - enjoyed getting feedback. - You know? Hey. It's better than none. Some - some of the some of the best con - conversations I've ever had was somebody that started - out complaining at me. - Yeah. So and if you have said negative - or positive comments, - of course, you can always reach us - at mike@blueberry.com, - dave@blueberry.com, - or mackenzie@blueberry.com, - spelled the weird way we spell it with - no e's. Guess that's a podcast. That does - it. Thanks, everyone. Catch you next time.