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.

13+
Publications
6
Open research projects
Open
Source, proofs & receipts

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 — not the natural-language veneer on top.

  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, with nothing we study or ship riding on a rented black box.

Papers published
13Papers published
Research areas
40Research areas
Tool shipped
1Tool shipped
& verifiable
Open& verifiable

Research

Selected work

View all research
Selected research
LatestSeptember 2026

Alphamon: Bit-Exact GPU Self-Play, a Training-Free Value Bound, and Search-Dominated Play

An AlphaGo-style agent for the Pokémon TCG — with bit-exact GPU self-play, a training-free ceiling on what learning can buy, and search-dominated play.

Read the paper
  • Reinforcement learning
  • GPU systems
  • Evaluation

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.