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Living Neurons Play Doom Better Than Your Intern

Living Neurons Play Doom Better Than Your Intern. OpenAI Adds Surveillance Guardrails to Pentagon Deal.

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Living Neurons Play Doom Better Than Your Intern

Cortical Labs connected 200,000 lab-grown human neurons to an LLM, with neuron firing patterns directly influencing token generation in real-time gameplay [4][5][6]. Their biocomputer learned Doom in under a week, advancing from their 2022 Pong demonstration that used 800,000 cells.

Intern struggling with Doom game contrasted with lab neurons mastering it

This isn't a gimmick — it's the first practical demonstration of biological-digital hybrid intelligence where living tissue makes computational decisions. The neurons receive electrical feedback and adapt their firing patterns, essentially learning through biological processes while interfacing with silicon systems.

The ethical implications are staggering. We're using human-derived cells as computational components, raising questions about consciousness, consent, and the nature of intelligence itself. If these systems scale, we're looking at a future where the line between biological and artificial intelligence disappears entirely.

OpenAI Adds Surveillance Guardrails to Pentagon Deal

Sam Altman announced OpenAI is amending its Department of Defense contract to explicitly prohibit domestic surveillance of US persons and bar intelligence agencies like the NSA from using their systems [7][8][9]. The changes come after intense backlash over potential mass surveillance applications and autonomous weapons development.

The amendments represent damage control more than principle. OpenAI faced criticism for abandoning its original military restrictions while competitors like Anthropic maintained stricter ethical boundaries. The company is trying to thread the needle between lucrative government contracts and maintaining public trust.

This sets a precedent for AI companies navigating military partnerships. The explicit surveillance prohibitions may become standard contract language, but enforcement remains questionable. When national security interests clash with corporate promises, history suggests the promises bend first.

What This Means For Your Business

Today's developments crystallize the post-code reality: AI systems are becoming autonomous creators, biological-digital hybrids, and tools of state power simultaneously. The Supreme Court ruling forces companies to maintain human creative involvement if they want IP protection — pure AI output is legally worthless. This isn't just about copyright; it's about maintaining competitive moats in an age where anyone can prompt identical results.

The biological computing breakthrough signals that our current AI paradigms are temporary stepping stones. While we're still figuring out prompt engineering and model orchestration, researchers are already building hybrid systems that blur the line between artificial and biological intelligence. Companies betting everything on current LLM architectures may find themselves obsoleted by wetware before their investments mature.

The OpenAI-Pentagon controversy highlights AI governance's inevitable collision with geopolitics. Every AI capability becomes a dual-use technology, and every partnership carries reputational risk. As AI systems become more powerful, the pressure to weaponize them — or explicitly refuse to — will only intensify. Key takeaway: The era of neutral AI tools is ending; every system will be forced to choose sides in increasingly polarized applications.

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Sources

  1. https://www.cnbc.com/2026/03/02/us-supreme-court-declines-to-hear-dispute-over-copyrights-for-ai-generated-material.html
  2. https://www.theverge.com/policy/887678/supreme-court-ai-art-copyright
  3. https://www.engadget.com/ai/the-supreme-court-doesnt-care-if-you-want-to-copyright-your-ai-generated-art-171849407.html
  4. https://www.newscientist.com/article/2517389-human-brain-cells-on-a-chip-learned-to-play-doom-in-a-week
  5. https://www.theverge.com/science/887047/human-brain-cells-computer-doom
  6. https://www.tomshardware.com/tech-industry/artificial-intelligence/200-000-living-human-neurons-on-a-microchip-demonstrated-playing-doom-cortical-labs-cl1-video-shows-the-gameplay-and-explains-how-the-neurons-learn-the-game
  7. https://www.businessinsider.com/openai-amending-contract-with-pentagon-amid-backlash-mass-surveillance-anthropic-2026-3
  8. https://fortune.com/2026/03/03/sam-altman-openai-pentagon-renegotiating-deal-anthropic
  9. https://www.engadget.com/ai/openai-will-amend-defense-department-deal-to-prevent-mass-surveillance-in-the-us-050637400.html

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