How AI Generates Images: From Pure Noise to Finished Art
A plain-English guide to how AI turns a text prompt into an image: noise, diffusion, newer approaches, and why the results still go wrong.
#machinelearning
Posts tagged #machinelearning
I Built the Smallest LLM I Could to Understand How They Work
A hands-on walkthrough of a ~108k-parameter character-level GPT in under 200 lines of PyTorch, with the full code included.
What Is an AI Engineer in 2026?
What an AI engineer actually does, how the role differs from ML engineers, data scientists, and researchers, and whether it’s the right career for you.
Jev, the AI model that never writes a word
Jev doesn't write text. It returns fast, typed decisions with probabilities, and early users say it's cheaper and quicker than LLMs, just not by as much as claimed.
Building an AI That Never Stops Learning on 8GB of VRAM
How mini-AGI trains a byte-level, mixture-of-experts model from scratch on a single 8GB GPU, and solves catastrophic forgetting with one learning-rate tweak.
DeepSeek V4.1 Flash Is Out — and It's Coming for Its Own Pro Tier
DeepSeek V4.1 Flash cuts inference costs with radically smaller KV caches, challenges frontier models on agentic coding, and quietly replaces its own Pro tier.
