Generative Models

The Next Pandemic Won’t Start in a Lab. It’ll Start in a GitHub Repo.

📅 August 9, 2026 📂 AI & Machine Learning

AI can now design functional viral genomes, turning biology into an information problem. The same models that could cure superbugs can also create pandemics. The real biosecurity frontier is not physical containment but digital access — code that can be copied, hidden, and run anywhere. The next outbreak may start with a GitHub commit.

AI Biosecurity Generative Models Open Source Pandemic Viral Design

Stop Throwing More Data at AI. Try This Instead.

📅 August 1, 2026 📂 AI & Machine Learning

We’ve been trapped in a brutal arms race: more data, more compute, bigger models. But a new paradigm called ‘explorative modeling’ introduces a third axis to pre-training that flips our assumptions upside down. It proves that active exploration—not just static data compression—unlocks scaling laws we didn’t know existed.

AI AI Research Generative Models Machine Learning Scaling Laws