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By Noah Ogbi

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Bio & Science

No. 3

When the AI Writes the Lab Notebook: GPT-5's Autonomous Biology Run Changes What Science Looks Like

May 16, 2026
AI Research·Noah Ogbi·10 minMay 16

OpenAI and Ginkgo Bioworks have shown that a language model can autonomously design, execute, and learn from tens of thousands of biological experiments - cutting protein production costs by 40% in six months. The science is remarkable. The governance gap it reveals is more urgent.


No. 2

The AI Energy Crisis Has a Living Answer. This Organism Just Proved It Works.

May 7, 2026
AI Research·Noah Ogbi·10 minMay 7

The wetware computing industry is betting billions that living neurons can outperform silicon. A new organism called the neurobot, which grew its own nervous system from scratch with no evolutionary history and no instruction, may be the most radical proof of concept yet, and it raises questions that AI researchers cannot ignore.


No. 1

Isomorphic Labs Is Designing Drugs on a Computer. Now It Has to Prove They Work.

Apr 11, 2026
AI Research·Noah Ogbi·13 minApr 11

Isomorphic Labs has a Nobel Prize-winning platform, $600 million in fresh capital, and partnerships worth up to $3 billion with Eli Lilly and Novartis. Its first AI-designed drug was supposed to enter human clinical trials by end of 2025. It didn't. What the delay reveals about the gap between computational elegance and biological proof.


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