Genomics

Stop Treating DNA Like Code. It’s a Living Ecosystem.

We assume AI can learn to ‘speak DNA’ like just another language, but treating our genetic code as a linear blueprint is a dangerous oversimplification. Foundation models that ignore 3D folding, epigenetics, and dynamic regulatory mechanisms might generate valid sequences, but they risk creating biologically inert or actively harmful genomes. Life isn’t static text.

Cancer Vaccines Are a Lie. Here’s What Actually Works.

For decades, standalone cancer vaccines have failed because tumors evolve and suppress the immune system. The real breakthrough isn’t just personalized mRNA vaccines training T-cells, but pairing them with checkpoint inhibitors that strip away the tumor’s defenses. We aren’t waiting for a miracle; we are engineering a tactical system.