The The Papers is a conceptual project to create unedited, fully AI-generated but human prompted and curated music. The lyrics are based on abstracts of influential science papers on AI, ML and LLMs. We call it “Abstract Music”.
generated in August 2024
Machines in My Mind
Based on the July 2024 paper: “Generative AI enhances individual creativity but reduces the collective diversity of novel content” by Anil Doshi and Oliver Hauser. science.org/doi/10.1126/sciadv.adn5290
Lyrics: ChatGPT-4o (3rd iteration)
Song: Suno (126th iteration)
Cover: Midjourney (2nd iteration, 12 refinement loops)
Verse 1
Creativity, it’s in our hands,
But machines are helping with our plans.
Ideas flow from code and steel,
But is it real, is it real?
Individually, we rise and soar,
But collectively, we're closing doors.
The stories blend, the lines repeat,
In this loop, will we meet?
Chorus
Machines in my mind, are they mine or are they blind?
Better, faster, more refined,
But is something left behind?
Verse 2
Generative thoughts, they shape the way,
Push the limits, but make us stray.
Unique alone, but all the same,
Who’s to blame, who’s to blame?
Writers rise, they take the lead,
Fueled by algorithms they don't need.
Creativity, caught in a snare,
We’re aware, but do we care?
Chorus
Machines in my mind, are they mine or are they blind?
Better, faster, more refined,
But is something left behind?
Outro
Machines, machines... what's in my mind?
Imitation Game
Based on the introductory chapter of Alan Turings same-titled concept. academic.oup.com/mind/article/LIX/236/433/986238
Lyrics: ChatGPT-4o (7th generation)
Song: Suno (24th generation)
Cover: Midjourney (10th generation)
Verse 1
Can machines think?
What do you say?
Let’s redefine,
The question in a new way.
A voice, a mind,
Behind a screen,
You ask, you judge,
But is it human or machine?
Chorus
Question, answer, conversation,
Man or machine, it’s speculation.
Words on screen, no hesitation,
Truth or trick, it’s calculation.
Question, logic, duplication,
Is it real or simulation?
Am I man or automation?
The question's in your hands.
Verse 2
Ask me anything,
How do I feel?
You won’t see me,
But my words seem real.
“I love, I think,
I understand”,
But is it code,
Or from a human hand?
Chorus
Question, answer, conversation,
Man or machine, it’s speculation.
Words on screen, no hesitation,
Truth or trick, it’s calculation.
Question, logic, duplication,
Is it real or simulation?
Am I man or automation?
The question's in your hands.
Bridge
Ask away, ask it all,
Can I rise, or will I fall?
Machines may speak, machines may play,
But can they think, or just obey?
Chorus
Question, answer, conversation,
Man or machine, it’s speculation.
Words on screen, no hesitation,
Truth or trick, it’s calculation.
Question, logic, duplication,
Is it real or simulation?
Am I man or automation?
The question's in your hands.
Outro
Can machines think?
Will they pass the test?
You ask, you probe,
But can you guess?
Human mind,
Or lines of code?
The answer’s yours,
Which path you chose?
Attention is All You Need
Based on the same titled by Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin, Jun 2017. This break-through paper first explored the transformer architecture that today's generative AI models are based on. arxiv.org/abs/1706.03762
Lyrics: ChatGPT-4o (3rd generation, 2 refinements)
Music: Suno (39th generation)
Cover: Midjourney.com (132nd generation, 3 refinements)
Chorus
Attention, attention, attention is all you need
Attention, attention, attention is all you need
Attention, attention, attention is all you need
All you need is attention
Verse 1
Recurrent nets, convolution’s past,
Encoder-decoder, it couldn’t last,
We found a way to break the mold,
Attention’s here, the future's bold.
No loops, no cycles, no delay,
It’s parallel, we’re on our way.
Translation done in half the time,
Efficiency, it’s so sublime.
Chorus
Attention, attention, attention is all you need
Attention, attention, attention is all you need
Attention, attention, attention is all you need
All you need is attention
Verse 2
From English to German, we're on top,
28.4, we never stop.
From English to French, we hit the scene,
41.8, we're lean and mean.
Just three-point-five days, eight GPUs,
State of the art, no need to choose.
Less time to train, more time to fly,
Attention's here, and it’s so high.
Bridge
No more recurrence, no convolution,
We found the answer, the revolution!
Simple networks, now it's clear,
Attention’s all you need, my dear.
Chorus
Attention, attention, attention is all you need
Attention, attention, attention is all you need
Attention, attention, attention is all you need
All you need is attention
Outro
No loops, no nets, just focus clean,
The future’s bright, a brand new scene.
We’re transforming, built to lead,
Attention, attention, attention is all you need!
Simulated Minds
Based on the paper "Generative Agent Simulations of 1,000 People" by Joon Sung Park, Aaron Shaw, Benjamin Mako Hill, Carrie Cai, Meredith Ringel Morris, Robb Willer, Percy Liang, Michael S. Bernstein. arxiv.org/abs/1706.03762
Lyrics: ChatGPT-4o (1st generation, 1 refinement)
Music: Suno (59th generation)
Cover: Midjourney.com (3rd generation, 0 refinements)
Verse 1
Plugging in, the future’s here,
A digital world, crystal clear.
Behaviors learned, the code will show,
A mirror of us, we start to grow.
Chorus
Simulated minds, turning true,
Echoes of me, echoes of you.
Simulated minds, we combine,
Patterns of life, redefined.
Verse 2
Stories told through wired streams,
A world alive with human dreams.
No divide, the lines will blur,
A map of us, in ones and zeroes sure.
Chorus
Simulated minds, turning true,
Echoes of me, echoes of you.
Simulated minds, we combine,
Patterns of life, redefined.
Centaurs and Cyborgs
Based on the paper "Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality" by Fabrizio Dell'Acqua, Saran Rajendran, Edward McFowland III, Lisa Krayer, Ethan Mollick, François Candelon, Hila Lifshitz-Assaf, Karim R. Lakhani, Katherine C. Kellogg. papers.ssrn.com/sol3/papers.cfm?abstract_id=4573321
Lyrics: ChatGPT-4o (5th generation, 4th iteration)
Song: Suno (193rd generation)
Cover: Midjourney (2nd generation)
Verse 1
AI’s here, and now it grows,
Guiding hands where knowledge flows,
Some things it helps, some things it breaks,
But we decide which path it takes.
Chorus
Centaurs, they share the ride,
With human minds right by their side,
Cyborgs blend in every task,
Together, we take off the mask.
Verse 2
Consultants work, they push ahead,
AI whispers in their stead,
Some take the reins, some let it steer,
Both find success when AI’s near.
Chorus
Centaurs, they share the ride,
With human minds right by their side,
Cyborgs blend in every task,
Together, we take off the mask.
Bridge
With AI, we reach new heights,
But only when we share our lights,
Some step back, some dive in deep,
Which way will you choose to leap?
Verse 3
Faster moves and sharper minds,
AI helps us cross the lines,
When we merge, the work’s complete,
Human brains and code compete.
Chorus
Centaurs, they share the ride,
With human minds right by their side,
Cyborgs blend in every task,
Together, we take off the mask.
Outro
Half machine and half of me,
Together we find synergy,
Centaurs and Cyborgs in the game,
Both with power, both the same.