Particle.news
Download on the App Store

Human Neuron Chip Learns to Play Doom in a Week as Cortical Labs Opens Developer Access

The demo showcases a Python API via the Cortical Cloud that lets outside developers program the 200,000‑neuron CL‑1.

Overview

  • Independent developer Sean Cole trained Cortical Labs’ CL‑1 to play the open-source Freedoom in about a week using the new Python interface.
  • The setup converts on-screen game data into electrical stimuli for the neurons, whose firing patterns are read back as actions such as shooting or moving right.
  • Performance topped a randomly firing baseline yet remained far below skilled human players, with the company claiming faster learning than conventional machine learning systems.
  • Researchers say moving from Pong to Doom marks a notable capability jump and could inform work toward real-time tasks like robotic arm control, even as key mechanisms remain unclear.
  • The rollout raised questions about the provenance of human cells and governance of networked access through the Cortical Cloud, with calls for clearer ethics and oversight.