BlackMind
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BlackMind — AI Research Lab

AI for the Human Civilization.

BlackMind is an independent AI research lab. We build for humanity as a whole — advancing rigorous foundational research, and tools that take culture seriously.

The mission

AI for the Human Civilization.

BlackMind is an independent AI research lab. We publish rigorous research and ship the tools it earns — work that is culturally grounded, built down to the substrate, and rigorous enough to prove.

  1. 01

    Down to the metal

    We work at the true substrate: raw compiled bytecode, Boolean logic gates, standard-cell silicon.

  2. 02

    We own our compute

    We run on hardware we own — on-prem servers and GPU clusters, operated in-house. The full stack is ours, from the silicon up.

  3. 03

    From first principles

    We develop new methods and architectures from the ground up, built on the math and computation a problem is actually made of.

Research

Selected work

View all research
Selected research
LatestOctober 6, 2026v0.0.1

Instrumenting a Text-to-Video Diffusion Transformer

BlackMind's first video model: a 190M diffusion transformer trained from random initialisation on two consumer cards, measured on every checkpoint — a reproducible two-seed caption effect, the finding that what renders is predicted by whether the subject is human, a mechanistic account of the text-conditioning pathway, and a pre-registered audit that holds every claim to a receipt.

Read the paper
  • Video generation
  • Diffusion transformers
  • Honest measurement

The lab

We build AI for humanity as a whole — culturally grounded, built down to the substrate, and rigorous enough to prove.

BlackMind is an independent AI research lab. Read more about who we are, dive into the research, or try what we have shipped.