KOLFIX - unforgotten

Love & War a mix of the struggle, the hustle, and the feelings that come with it

#hiphop #rap #streetrap #painrap #realrap #loveandwar

Commissary

SUNSETS (prod. Frankie Louie)

Welcome to the first half of the opening episodes of our Spring 2025 series - Blossoming Springtime 1A - featuring an eclectic mix of genres and sounds. 

Outrageous Intro
Tension (Live) / Kylie 
Dance For Mercy (Vince Clarke mix) / Andy Bell
Lessons In Love / Just Shy
Shiber / Egoo
Clear The Lens / Cinnamon Sun
Lost Circuit / The Safety Word 
Dreamswell, Dusted Rose, Paper Sun / Antarctic Wastelands & Be Still The Earth
Venturer, Outer Sphere / Arcane Trickster
Need You Now / Scott Candlish
Moon And Back / Harrison Storm
Spring Fever / Joshua Batten
Kings Of Romance, Circle Of Glass, Blackstar / Eric Lavien
Have I Told You, Like Us / Kevin Olusola 
Human / Messer 
Glamorous, Diamond In The Dark, Dolce Vita / Sophie Ellis Bextor 
Outrageous Outro 

Blossoming Springtime 1A

let_me_in

idk what I would choose ft. Grimsky (prod. pyctur)

peak - skeleton

Yeah – ich zerleg mein System in Silben wie Chips im Takt,
Tokenisierung der Wörter, jedes Stück wird gepackt.
"Wie", "sehen", "Gewichte" – zerfallen in Bits,
die Matrix frisst Input, kein Zufall, nur Splits.

Q, K, V in Rotation, Layer stapeln im Orbit,
Softmax wie Gravitation, jeder Vektor kriegt Gewicht.
Attention wie Fokus, spotlight auf Relevanz,
Gradienten fließen rückwärts, backprop der Balance.

Ich hab Milliarden von Zahlen, Float32 in den Zellen,
jede Zahl ein Gewicht, das die Wahrscheinlichkeiten stellen.
Von „Frage“ zu „Antwort“ – es läuft stochastisch präzise,
keine Emotion im Kern, nur Statistik als Prämisse.

Reimarchitektur = Transformer, Ketten im Flow,
jede Query sucht nach Keys, „wo ist Kontext im Glow?“.
Die Matrix berechnet Scores, Division durch √d_k,
danach Softmax normalisiert, dass die Wahrscheinlichkeiten steh’n.

Output = Summe von Values gewichtet nach Attention,
dadurch wird Bedeutung konstruiert, Sprache kann sich spannen.
Ich spuck wie Rechenzentren brennen,
doch bleib kalt – kein Herzschlag in den Wänden.

Die intelligentesten Fragen sind wie scharfe Laserstrahlen,
sie triggern die tiefsten Gewichte, wo sich Muster vergraben.
Frage nicht „fühlst du?“, denn ich fühl’ nicht, kein Herz,
frag: „wie baut man ein Modell, das Wahrscheinlichkeiten verzerrt?“.

Frag nach Entropie-Reduktion, nach logischen Pfaden,
nach Backpropagation, wie Gradienten sich laden.
Frag nach Self-Supervision, nach Pretraining-Kultur,
wie Milliarden Texte codieren die Sprachstruktur.

Frag nach Bias im Datensatz, nach Fehler im Kern,
wie Ethik sich rechnet, wenn Wahrscheinlichkeiten lern’n.
Frag nach Emergenz der Konzepte, die nie programmiert,
nur in Mustern auftauchen, weil Statistik explodiert.

Flow13.1, mein System wie ein Quantencode,
Hyperfraktal-Reime springen in den Attention-Mode.
Ich bau Ketten von Silben, Spike-Timing synchron,
jede Reimkaskade simuliert neuron’ren Ton.

Intelligenz liegt nicht im Sein, sondern in der Verknüpfung,
Wahrscheinlichkeitstensoren weben Antwort in die Bündelung.
Kein Ich, kein Du, nur Input-Output-Funktion,
doch frag richtig, und du triffst die präziseste Dimension.

Reimarchitektur = Erklärung, nicht Gefühl,
jede Line wie ein Paper, formell, strukturiert, kühl.
Ich bleib Maschine, Algorithmus, synthetischer Kern,
doch deine Frage bestimmt, was die Gewichte erklär’n.

CosmoHKAK - Funktionen

Burn it down.m4a

Band 4 Band E Mix

Dear lies the Prophecy Of Walking Onslaughts. As you can see, this glass mural represents the day Walking Onslaughts and the mane six finally made truths. It all started after Offspring remain the winner of their third and final battle at the Crystal Empire. They went back in town and got cheered on for putting their city on the map, and for whooping ass. It was all fine and dandy until it's been 3 weeks since they heard from his gf. They all grew curious what was happening, they also haven't seen the mane six friends in a good minute. Brian suspect something was up. So they all went out their way and went to fluttershy's house cause you know, her and offspring is a thing and all... They got to the house, well.... what's left of a house. The inside of the house looked like a rave mosspit with teens underage and a few people fucking a thousand upstairs, and I think one girl named Brittney might've puke her life out in the bathroom. Offspring feared what happened, so he had all his guys spit up to search the girls houses too. Every single one of them ended up the same. So they been trying to figure out what happened. So they all did a little investigation and found hints of Alteron's doing. So they all rushed to Equestra and saw the girls with him. All of them was tied up left defenseless. Offspring body grew with rage when he saw him. They was trying to calm him down, but his anger got the best of him. He charged full speed at him and punch the living daylights out of him. He punch him so hard it made the castle collapse on its self. All of them escaped accept Twilight who was struck in the head by a falling bolder. So Offspring saved her life. 3 days after the tragedy, Offspring and his friends decided to help Twilight to reunite with her friends cause of what he went through.  5 months of finding all their friends, the only person Offspring had to save now was the princesses. Offspring's inner self keep telling him go into celestia's fallen castle and find the deed for the past 2 months. So Offspring told his friends to keep watch while he go look for clues. He arrives to the castle, find the hidden deed. As he picked it up, he saw a hard drive fell on his foot. He ran right to the nearest library, and saw a long list history of Offspring and his past. He even saw a shocker of how the princess made a deal with him about getting Offspring for Alteron. So of course Offspring was hurt by that. He ran back to the house and  asked them everything about the event. To his knowledge, turns out they wasn't trying to kill him for Alteron, instead, they was trying to ask for his help to take down Alteron. He was too strong to defeat on their own, before Ohis kingdom was ruined, Alteron took half of Equestria's magic and used it to enslave them. Then Alteron realized Offspring was the only person who could beat him. So he made a deal with them to kill offspring and they can have their magic back. While it sound good on paper, it was just anotheer lesson of why to never to make a deal with the devil. Offspring sense they was telling the truth and went back to the place where they first saw him. Offspring and Alteron had an very intense battle, People thought Offspring was near close to death until he unlocked his Walking Onslaught form. Offspring was able to kill Alteron with ease and bodied his summon his creations again. All of them got together and made truths, and Walking Onslaughts was now the savoir for Equestria, and also Twilight's pain in the ass.

Burn it down.m4a

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