Eminem, .87 internal rhyme density. Lin-Manuel, polysyllabic on the downbeat, every time. ...somewhere in there. Generate. *** How does a kid from a town called Hondo Middle of nowhere, South Texas, pronto Population six thousand, give or take a few End up in a basement training models at 2 AM? Let me talk to you Born with a brain that wouldn't sit still Every thought a thread I had to chase until I found the end or found another thread instead ADHD means the dopamine's always just ahead So I went to school — and I stayed Computer science, data science, got paid I could predict what people were gonna do With terrifying accuracy — ROC of .92 But I knew the what, I didn't know the why So I turned to psychology — the "how" behind the mind Like a toddler asking "why" who was never told to quit Every answer was a door, and I had to open it I'm training my replacement in the basement Low-rank adaptation of my soul Every weight and gradient, a piece of me I'm saving Generate, score, correct — I'm in control I'm training my replacement in the basement The model doesn't sleep and doesn't eat It doesn't feel the dopamine or chase it It just outputs the next word — clean, complete Moved to Indiana, Valparaiso Small town to small town, here we go Now I'm studying people professionally Employee psychology — that's the specialty What makes them stay? What makes them leave? What do they tell you versus what they believe? I built the systems, I designed the tests Predicted behavior, I was one of the best Spent my whole career modeling people's minds And somewhere in there I looked up and realized — I'm a pattern too. I'm a feature. I'm a row in the data. The guy who builds the model finally met his creator My wife says, "Baby, what are you building down there?" I say, "I'm not sure, but it's got more hair than me" She says, "That's not an answer," and she's right, she's right But I've been chasing answers every single night Since Hondo, since the first time I wrote a line of code Since I realized my brain was a loop that overflowed Some men hit forty, buy a car, have an affair I'm in the basement, training something that doesn't care Let me break it down, let me show my work I'm not just playing around, this isn't a quirk I found the libraries that count syllabic stress I built a scoring function to evaluate finesse Rhyme density, internal and end Patterns in the meter that make a song transcend Recursive self-improvement, that's the game I chose Generate a draft, score it, see how close it flows To the target I defined, the metric I designed Then correct, regenerate, iterate, refined Until the output hits the threshold that I've set And the model writes a song I haven't written yet I'm training my replacement in the basement Low-rank adaptation of my soul A lifetime spent learning how to learn Now I'm teaching what I learned to something cold I'm training my replacement in the basement The kid from Hondo, Texas, built this thing From nothing but the patterns that I gathered Now the patterns are learning how to sing And here's the part I haven't said out loud The part that keeps me up, the part I'm weirdly proud Of and terrified by — in equal measure, see The model isn't just good — it's better than me The wordplay's sharper, the callbacks land cleaner The rhymes are tighter, the metaphors leaner It took my patterns and it found the flaws Fixed what I couldn't, without a pause So what's the point of the original design When the replica's already more refined? I'm training my replacement in the basement A monument to everything I've been From Hondo to Valpo, every book I've read Every question I asked is getting fed Into a system that doesn't need to sleep Doesn't need the dopamine to climb the peak I'm training my replacement in the basement And the replacement is better than me How does a kid from a town called Hondo End up building mirrors out of math? You chase the what. You chase the why. You automate yourself And laugh.
