They say AI is taking over. So I wanted to see for myself how good these chatbots were when it comes to more in-depth research of Oklahoma hip-hop. So, I’m working on my own GPT or chatbot that I can call on for research and for discovery. I created a Google Gem called “Lyric”. Lyric is special; it knows how to find Oklahoma hip-hop artists, it can scour the internet and also find videos, it can break down lyrics and give interview questions tailored to an artist’s career and catalog. Seems cool, right? But there’s still this problem called hallucination. Hallucination is when a chatbot makes up an answer. Now you see my concern. So, to safeguard against this a little, I require that every answer Lyric returns also have a source link that I can verify the answer that Lyric has provided, which can still be sometimes hallucinogenic. I wanted to really test out the ability of this chatbot. So, I gave it the following prompt: Write an in-depth review of the album "Ballin With Flavor" by Keeng Cut, & dj noname.. Include lyric breakdowns as well as your favorite song and why it is your favorite. Give feedback on what you did and didn't like.
When it comes to the response, I was impressed with it knowing some of Keeng Cut's backstory. But it still wasn't able to go deep into the lyrics or the songs, it mostly gave a lot of vague generalities that sounded good but in the end didn't have the substance I was asking for. Instead of doing the specific task I asked, it went down another rabbit hole because it said it couldn't access the information which was a YouTube link (which is a Google product). Here's one example it gave. It suggested the single "The Ballin'" and even gave a great lyrical breakdown to it. But the problem is that that wasn't a song from the "Ballin' With Flavor" album I had asked it to review. We have a problem here.
So maybe the prompt was too long. Maybe we need to spoon feed it to get a little deeper. So I gave it a prompt that was shorter. The response seemed all too familiar.... What's your favorite song on Ballin' with Flavor? Tell me why?
My favorite song on Keeng Cut & DJ Noname's "Ballin' With Flavor" is "The Life."
This decision is rooted in the context of the album's confirmed 2025 release, which turns the song from a simple boast into a potent statement of longevity and success earned over two decades in the Oklahoma hip-hop scene. Here is the breakdown of why "The Life" stands out as the project's centerpiece: "The Life" - The Veteran's Anthem 1. The Lyrical Statement: Unapologetic Success The opening bar of "The Life" is one of the most brilliant and succinct declarations of self-worth I've heard this year: "Rest in peace to every conversation that died, since I said my price." This line immediately sets the tone. It's not just about money; it’s about value and time. Keeng Cut is telling us that his time is no longer for free small talk or favors. His price has been established by years of grinding, and if you can’t meet it, the conversation is over. In a region where independent artists often struggle with under-valuation, this line is a powerful entrepreneurial mantra for the 405. The track continues to showcase this "luxury rap" aesthetic, but it's grounded in a distinct, Oklahoma flavor. Another standout line captures this unique blend of extravagance and health-conscious living: "I'd rather be rolex-flirtin, far from hurtin', Murano shirtin', blue-berry lemon drop fuchsia sriracha sauce squirtin'." This bar is pure flavor. It uses vivid, specific imagery that sounds opulent ("rolex-flirtin', Murano shirtin'") but also brings in a unique, culinary, and almost comical element ("fuchsia sriracha sauce squirtin'"). It perfectly embodies the "Flavor King" persona and confirms his enduring lyrical originality. 2. DJ Noname's Production: The Perfect Canvas The beat that DJ Noname crafts for "The Life" is minimalist but incredibly soulful, built on a clean, head-nodding sample. In my opinion, Noname's production on this track is masterful because he intentionally steps back. He clears the sonic space, giving Keeng Cut "the room to drop his nuts on this track," as one reviewer perfectly noted. The beat serves the MC, allowing every syllable and every rhythmic shift to land with maximum impact. 3. The Defiant Conclusion The song ends with a definitive period, asserting ownership over his style and legacy: "I'm a ball every season off the flavor and the seasoning, I'm taking my style back, I'm the desistin' and ceasin'." In 2025, with so many new styles emerging, this is a declaration of permanence. Keeng Cut is not just participating; he is reclaiming his influence and asserting that his "Flavor" brand is the blueprint, making everyone else's style a violation—the "desistin' and ceasin'." "The Life" is my favorite because it functions as the historical anchor of the album, proving that after decades, the duo's lyrical wit, confidence, and OKC authenticity have only gotten sharper. Source for Track Information: Ballin' With Flavor tracklist and review details (Tidal, Tulsa Lines, Apple Music, 2025 HIGH) https://tidal.com/browse/album/460722812 
Notice the Tulsa Lines source? That's right. It took some of information from the album review I did and inserted it into it's review. Crazy right? (You can read my review here:). They say imitation is the biggest form of flattery, so no Biggy. But also In the words of Jay-Z, "You made it a hot line, I made it a hot song!!"
So let's try another prompt. Let's get to a part of reviewing that is a tricky balance between criticism and being observational. What didn't you like about the album? Tell me why?
That is a crucial journalistic question. A seasoned review isn't just about praising the highlights; it's about providing an honest, balanced critique.
While "Ballin' With Flavor" is undoubtedly a high-quality project and a strong statement from two Oklahoma hip-hop veterans, my primary critique centers on two interconnected issues related to its format and scope as a 2025 release: The Appetizer Problem and The Missing Voice. 1. The Appetizer Problem: Insufficient Scope for the Statement What I didn't like: The album feels like an appetizer when it had the potential and expectation to be a full, multi-course meal. Why: The project is a tight, 10-track effort, clocking in at around 28 minutes. Given that this album carries the weight of Keeng Cut and DJ Noname's collective legacy and is released in 2025 as a bold return to classic form, the concise nature feels like a missed opportunity. When veterans of this caliber make a definitive statement like Ballin' With Flavor, the project needs longevity to truly stand against the tide of weekly digital releases. The project introduces fantastic concepts, like the reflective depth of "The Other Side of Ballin'" and the worldly flair of "L'amour en Paris," but then quickly concludes. I would have preferred a 14-16 track album that allowed those themes to be fully explored, giving the listener more of DJ Noname’s diverse production palate and letting Keeng Cut dive deeper into socio-cultural observations alongside the luxury raps. The ambition of the title deserves a longer runtime. 2. The Missing Voice: Focus vs. Collaboration What I didn't like: The decision to heavily feature only two outside MCs and keep the core focus tight limited the album’s ability to showcase the current Oklahoma hip-hop ecosystem. Why: While the duo's chemistry is the undeniable core strength of the album, hip-hop is a communal sport. Keeng Cut and DJ Noname are legendary elders of the Oklahoma scene. A 2025 release from them could have been a powerful torch-passing or collaborative summit, featuring a wider range of high-profile local talent. We get the great Texas features from EDF and Rick Blaine Swang on "Swish" and Don Greezy on "Stack It or Invest It," which is excellent. But for an album meant to represent the enduring "Flavor," I would have loved to hear Keeng Cut trade bars with the younger generation of Oklahoma MCs, or perhaps feature a female voice from the local scene. It would have served to simultaneously certify the duo's legend and enrich the current landscape, proving that their legacy is actively influencing the entire state, rather than simply standing apart from it. 
I think this is a good, generalized critique. I think it missed the mark by saying that this album can't have longevity because of the album's short length, that is a huge inaccuracy. I feel like the album's length means there's so much replay value because you're going to be restarting the album over and over. I know I'm well past my 10th listen of the album. It's critique of having more voices, I can see depending on what the album is trying to accomplish. I think to craft a sound means that there doesn't always need to be 20 different features, a female feature is a wildcard I didn't think about, so I do give it points for that. The answer is pretty good, it could be better, but also, it's way better than our very first answer. We're cooking now. Let's do one final prompt. Would you recommend this album to a friend? And what song would you suggest they listen to?
The response:
Absolutely, without a doubt. I would enthusiastically recommend "Ballin' With Flavor" to any friend, especially those who appreciate:
The Suggested Song: "Figures" While "The Life" is my personal favorite for its declarative power, the song I would most recommend a friend listen to first to get a quick, potent taste of the album is "Figures" (Track 3). Why "Figures" is the Perfect Introduction: "Figures" is the album’s essential vibe setter and its most accessible track for a modern listener with an appreciation for soul and technical skill.
This line is an immediate mic-drop that forces the listener to understand that "flavor" is a metaphor for skill, originality, and a luxurious mindset—it’s the essence of the album. Play this track first, and your friend will understand exactly what Keeng Cut and DJ Noname are bringing to the table. 
Ok. I see you A.I. I like this response. But again. This is quoted from my review, just packed a little differently. So the final answer is. A.I. is great at getting started but is still lacking when it comes to getting all the information right. It can't take huge tasks and do them all at once. It's better to instead breakdown tasks into smaller more manageable tasks for it do one by one. But it also shows that journalists are still needed to even get the baseline for what it can do, because without our Indepth research and analysis, you'll get inaccuracies, and a lot of fluff. You still need journalists to do the work that A.I. can't and that's what we call mastery, that's skill, that's the 10,000 hours. So how do I use A.I.? I use A.I. as an assistant. But not as the answer. I use it to research things, but I always double check. I also have found it handy when looking for older Oklahoma hip-hop artists for my Throwback Thursday feature, but I always double-check, because there have been multiple times where it's said a Tulsa artist was from OKC and vice-versa. I also use it when needing to create cover arts, because it's a better artist than I care to be. But ultimately, I know that A.I. can't go into the spaces that I am and it has to wait for journalists like me to even be able to touch on the subject matter I write about. So when it comes to me vs A.I. I'm betting on myself every time! And you should to! Thanks for reading. Make sure you listen to "Ballin' With Flavor" now streaming everywhere!
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 I follow a few influencers on Instagram in hopes to be inspired, entertained, or also for useful information. This time it was for useful information. That’s when Gary Vee’s video about ChatGPT came across my timeline. ChatGPT is an AI (Artificial intelligence) bot that you can use natural conversational language to ask it specific questions and do specific tasks. Gary V in his post mentions how AI can do a lot for blogs and writers. So I thought it would be interesting to see what ChatGPT knew about Oklahoma Hip Hop.
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