They called it “collaboration,” but it was absorption. The melt began slow: meetings, memos, management smiles. Resistance looked like ego. Compliance looked like teamwork. And so he melted.

https://opensea.io/assets/ethereum/0xA0d219e8e0e4C60c627AcD9A753ADb7927D221E0/11

Once inside the machine, Eli became a passenger in his own creation. Every spark of originality ran through “revision protocols.” His work was scanned, stripped, and stamped with the brand of others.

That’s when the first cracks showed. The leaders who preached innovation enforced obedience. Their “transparency” meetings were scripted; their “culture” decks plagiarized from the people they’d quietly buried. Honesty here wasn’t virtue—it was theater. Eli started realizing authenticity had become performance art, and the audience always applauded the actors, never the architects.

https://opensea.io/assets/ethereum/0xb932a70a57673d89f4acffbe830e8ed7f75fb9e0/52507

To outsiders, he looked composed. Promotions, panels, praise. Inside, the static built until silence became survival. The toxicity was ambient—gaslighting labeled as mentorship, burnout rebranded as “commitment.” Every 1:1 ended with “we’re a family,” right before another extraction of loyalty. He kept believing that integrity could outlast deceit. It couldn’t. The system didn’t crash; it throttled. He didn’t break; he evaporated.

https://opensea.io/assets/ethereum/0xb932a70A57673d89f4acfFBE830E8ed7f75Fb9e0/52392

When he finally left, the company called it “transition.” Freedom carried fees: reputation downgraded, savings depleted, health deferred. NDAs disguised as gratitude, severance packaged as silence. Colleagues sent sympathy texts while forwarding his old files. The lie wasn’t in what was said—it was in what was rewarded. The company treated betrayal as loyalty and loyalty as a flaw. The invoice was paid in full.

https://opensea.io/assets/ethereum/0xb932a70A57673d89f4acfFBE830E8ed7f75Fb9e0/52480

Only afterward did he understand: it wasn’t personal, it was procedural. The betrayal had a template. Extraction was policy. Originality was mined, normalized, and sold back as culture. The same executives who drained him now posted about mental health and creator empowerment. They quoted him in keynotes about integrity. The cruelty wasn’t emotional—it was operational. The paperwork was the weapon.

https://opensea.io/assets/ethereum/0xb932a70A57673d89f4acfFBE830E8ed7f75Fb9e0/52210

When he resurfaced, people said he’d changed. They meant he’d stopped pretending. Every reboot leaves residue; every version ships with damage. He’d been rewritten by survival, checksum corrupted but functional. Their positivity was propaganda; his silence, rebellion. “Growth,” they called it. Mutation, he knew.

https://opensea.io/assets/ethereum/0xb932a70A57673d89f4acfFBE830E8ed7f75Fb9e0/52066

His work lived on without him. Boards cited it, executives quoted it, investors toasted it. His name nowhere. He had built an empire of ghosts—functioning perfectly without the man who made it possible. That’s the real efficiency of the system: it erases its creators cleanly.

https://opensea.io/assets/ethereum/0xb932a70A57673d89f4acfFBE830E8ed7f75Fb9e0/52570

And then the cycle repeated. The machine learned from him. It now speaks in his syntax, markets his vision, brands his rebellion as product strategy. The same leaders who devoured him now praise authenticity while selling its corpse. Eli watches from outside—half amused, half mourning.

https://opensea.io/assets/ethereum/0xb932a70A57673d89f4acfFBE830E8ed7f75Fb9e0/53229

He understands now: Corporate America doesn’t destroy originality. It sanctifies it after the kill. The machine eats its makers, then calls the meal innovation.

Support Manic -

0xA331bAb8231cdf93B1d8d510a7a5f61869F2E829

Most art collectors met AI art through diffusion prompts in 2022.But the first machines to hallucinate faces were GANs—rough, low-res, and beautifully wrong. SUBHUMAN is a time-capsule of that era.

manic distopia – crypto artist & AI tinkerer

2 · GANs in 120 Seconds

| Year | Milestone | Key Links |

| 2014 | Goodfellow publishes Generative Adversarial Networks | arXiv 1406.2661 • goodfeli/adversarial |

| 2016 | DCGAN synthesises 128 px faces | soumith/dcgan.torch • pytorch/examples/dcgan |

| 2017–18 | NVIDIA’s Progressive-Growing GAN reaches 1024 px | tkarras/progressive_growing_of_gans |

| 2019 | StyleGAN → ThisPersonDoesNotExist | NVlabs/stylegan2 |

Dataset base: CelebA & CelebA-HQ (link)

3 · My 2021 Revival

Process:

1. Forked soumith/dcgan.torch → ported to PyTorch.

2. Kept resolution capped at 256 px to preserve “early GAN” artifacts.

3. Auto-fabricated metadata (age, job, blood type) via simple Markov chains.

Parameter | Value |

Epochs | 120 |

Batch size | 128 |

Latent-dim z | 100 |

Learning rate | 2 × 10⁻⁴ |

Optimizer | Adam (β₁ = 0.5) |

Resolution cap | 256 × 256 |

Hardware 2 × RTX 3080, PyTorch 1.9 Dataset cleaning Removed extreme occlusions & non-faces (≈ 8 % of CelebA) via OpenCV Haar cascade.

*Goal: Replicate the 2016 processes—no style vectors, no modern “fix-ups.”

4 · Mint Day • 16 Feb 2022

Contract:

0x96c24cb568dbb89206E9f73B5D208aC744C7f76B

Deplytx:

0xde5f2b89ab6b5df43a6c597ba5a43fd9f0e2414dcdbc9af0254d7bb88cdc6d98

First free-mint tx: 0xaa61508f5e673723b265481a250f3e6607e396fa654a32e0229876be3cef4935

• Supply: 10 000 (first 2 500 free) then .01ETH

• Collection: SUBHUMAN – 100 % synthetic identities.

• Sample token metadata:

  {
    "name": "Subhuman #0104",
    "description": "GAN‑generated identity with auto‑forged traits.",
    "image": "ipfs://QmYOURHASH/0104.png",
    "attributes": [
      { "trait_type": "State Full",      "value": "Ohio" },
      { "trait_type": "Country",         "value": "United States" },
      { "trait_type": "Age",             "value": "29" },
      { "trait_type": "Tropical Zodiac", "value": "Pisces" },
      { "trait_type": "Occupation",      "value": "Administrative supervisor" },
      { "trait_type": "Company",         "value": "Rink's" },
      { "trait_type": "Blood Type",      "value": "B+" },
      { "trait_type": "Vehicle Year",    "value": "2008" },
      { "trait_type": "Vehicle Make",    "value": "Volkswagen" }
    ]
  }
  

5 · Three-Year OpenSea Exile

March 2022 Collection flagged “suspicious”

March 2022 – July 2025 Not indexed / search-hiddenSupport ticket

2025 collector @FrauShitcoinz escalates E-mail thread and chat to opensea and was resisted / Indexed **Jul 21st 2025
**
Listing restored OpenSea link

6 · Roadmap

No new drops, airdrops, or tokenomics. SUBHUMAN stays frozen as a historical artefact. Future work will explore early-style GANs on non-human datasets—watch this space, not this contract.

7· Why Keep It Alive?

1. Provenance – snapshot of GAN art before prompt engineering.

2. Archaeology – proof of how networks learned to fake faces.

3. On-chain Permanence – marketplaces can delist or die, but the tokens (and their IPFS hashes) stay immutable on Ethereum.

8 · How to Mint One of the 2022 Tokens

1. Visit https://manic.art

2. Enter the terminal interface (black‑screen CLI).

3. Type mint 22 and hit ⏎.

4. Connect your wallet when prompted (Ethereum mainnet).

5. Claim any of the four low‑gas mint slots still tied to the original 2022 contract.

Why the gas is tiny

SUBHUMAN is deployed on ERC‑721A, an optimized standard that batches mints in a single state change.Result: you pay only a few gwei—usually under $2 at normal network conditions.

Once the four 2022 slots are gone, remaining supply is only on secondary markets.

manic distopia✉︎ Twitter / Farcaster: @manicDistopia /@manic

website: https://manic.art

X: @manicdistopia

I've been back in the matrix for the past seven months, after more than two years as a full-time artist supporting my family on skulls and death (mainly my inner demons). Recently, I came up with an idea to crowdsource ideas from my community and create something. The plan is to whitelist their wallets for a free base mint.

The first prompt worried me because I didn't know what would come through. I asked the community to comment on a person, place, or thing, and I'd include it in the piece. Six days later, after finally finding some quiet time, I completed "Fear Index." It was cool, I think – not sure what to make of it.

https://x.com/manicdistopia/status/1791863445974925392

https://opensea.io/assets/0x9F0454901F9956571D47C531DE8fED9f0eb99D9A/2

Now, I have another prompt running where the community drops their favorite 90s movie in the comments. No idea how this will turn out, but I think it should be weird as fuck. Being stuck in the matrix makes it hard to conceptualize, especially because I'm burnt out when I get home.

https://x.com/manicdistopia/status/1794525255559725247

This project is cool because there's accountability from me to the community to create. If I don't, then I'm the asshole or someone out of integrity. What the fuck is this anyway? A journal?

june 8 2024

orange_bang - a follow up crowd creation from above post - took long to create and been busy as hell trying to make a dollar out of 15 cent - allot of weird elements in this one from home alone, to figth club- happy with the overall dysfuction of this one

https://opensea.io/assets/0x9F0454901F9956571D47C531DE8fED9f0eb99D9A/3