IPOS Are legit a scam, this is how corpos make their Millions. Hype up a private corperation, get a Multi Mega-Millions evaluation, and IPO the shares and OPT out.
The IPO, is how they will socialize the loss onto the gullible public. https://github.com/AmeenAli/XAI_Transformers
As someone who is using Grok to make a game, (Coming out on App play store in 2 weeks) (most uncensored AI) its like QWEN, Stable Diffusion and other Diffusion models. AI bro's probably don't' even read the papers on how Transformers actually work. I use both local AI and Grock, I have ComfyUI installed on my PC so I know what im talking about. I also have Oobabooga and play around with AIchat characters. All have a free alternative.
Grok Imagine is powered by Aurora, xAI’s proprietary autoregressive Mixture-of-Experts (MoE) model (not a traditional diffusion model).
It works by treating image generation as a sequential token prediction task: the model is trained on massive interleaved text-image datasets, learning to autoregressively generate visual tokens (similar to how LLMs predict next words) conditioned on the text prompt. A Mixture-of-Experts architecture routes different parts of the image to specialized expert sub-networks, enabling strong prompt adherence, coherent composition, excellent typography, consistent faces, and high photorealism. This autoregressive approach (as opposed to iterative denoising in diffusion models like Flux or SD3) gives it natural advantages in following complex instructions and maintaining global consistency, while still producing high-resolution outputs efficiently.
- At the very beginning, the model starts with an empty grid (or a special start token).
- It then generates the first patch (top-left) based only on the text prompt.
- Next patches are generated one by one (usually in raster order — left to right, top to bottom), each one conditioned on the prompt + all previous patches.
- Early patches often look like random colors or vague blobs. The image only becomes coherent after many patches are filled in.
for the laughs you can install Stable Diffusion for free. https://github.com/lllyasviel/stable-diffusion-webui-forge
Comfy UI: https://github.com/Comfy-Org/ComfyUI
For every PAID AI their is a free alternative. Eventually data centers will be old and irrelevant and everything will be locally run on 3080's or higher.
Have fun Gang. :D I'll be laughing when circular financing collapses and I get Grock Imagine for Free :D
