Happy New Year 2026 After 6 weeks of focused work, I successfully deployed a production-grade molecular docking pipeline  (AutoDock Vina + RDKit/OpenMM stack) to Google Cloud Run , backed by Google Cloud Storage  and exposed through a clean API. This is a must-have for anyone who needs to dock compounds at scale without GPUs or Enterprise Hardware, or who uses Kubernetes and/or a DevOps team! Yes, this was built without : A DevOps team Kubernetes Persistent VMs GPUs Enterpris

QuantumCURE Pro ™ screen shots - Round two of QuantumCURE pro™ software validation is officially in the books. Some people pick up fishing or golf in retirement. I enjoy those too, but for the last few years I’ve been teaching myself quantum computing, cheminformatics, and how to build full cancer drug discovery portals. Why? People ask me that a lot. My answer is simple: why not? I want to be useful, and I still have work to do. I sit in a cold Oklahoma garage, lift heavy

I saw an MIT study tonight about AI and job losses, and that is alarming. So,  AI can already replace % 11. 7% of US jobs....and workforce, but what the MIT “11.7%” really is: So, MIT + Oak Ridge built a model called the Iceberg Index  that looks at: 151M U.S. workers 900+ occupations 32,000+ skills They asked: “With AI that exists today , what fraction of current work tasks could AI technically do?” Their answer: AI is already capable of doing tasks equal to 11.7% of tot

quantumtornado.org - QuantumCURE drug discovery system. quantumtornado.org QuantumCURE: Quantum-Enhanced Molecular Docking at Scale By...