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QuantumCURE Pro™


My Citizen Scientist Engine Just Passed 478,808 Compounds – And the Hit Rate Is Exactly What I Hoped For
As of today, I have quietly moved 478,808 virtual Compounds through a quantum-enhanced drug discovery machine in my back office in Oklahoma. Today I hit a nice milestone on the Citizen Scientist page of QuantumCURE Pro™ and the numbers made me smile, so I’m sharing them. The Raw Numbers Compounds processed (Citizen Scientist): 478,808 Compounds that made it into the Golden List: 30 Hit rate: What does that mean? In industry, typical virtual screening or HTS hit rates ar

mansour ansari
Dec 5, 20254 min read
How to Create Jobs in the Age of AI With Drug Discovery Technology
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

mansour ansari
Nov 30, 20256 min read


From Tools to Factory: Why I Built QuantumCURE Differently
Companies like Schrödinger and Atomwise have incredible platforms, but their primary business is selling software and partnering with major pharmaceutical companies. They provide powerful tools and co-discovery services; their partners own most of the downstream pipeline and wet-lab risk. Schrödinger+1 I built QuantumCURE with a different mission: not just to rank molecules, but to actually walk a set of compounds all the way into a wet list I own and can defend . In less t

mansour ansari
Nov 14, 20252 min read


When Work and Dream Become One: My Journey Through the Entanglement Tunnel
by Mansour Ansari — Founder, QuantumLaso, LLC Somewhere between waking and dreaming, between Python code and its MS Windows console, and plasma/photons from a Quantum Key generator, something extraordinary has begun to happen to me. After more than a year of relentless immersion in the quantum world , p0layinga d stitching code, running entropy-driven simulations, designing glyphs for the Zaban-e-Quantum language- I’m noticing that my mind no longer stops at the keyboard. It

mansour ansari
Oct 23, 20252 min read


From Randomness to QuantumCURE Pro™ and a Cloud of Entropy
Let's Dock! It’s been a long, astonishing road since November 2024.That’s when I decided — half out of curiosity, half out of stubbornness — to see if I could connect a quantum random number generator on my desk to a cloud-based drug discovery engine that could actually help find new medicines. I didn’t have a corporate lab, a research team, or venture funding. I still don't although I am looking for some to expand and scale up this cool engine I have created. Back then, ju

mansour ansari
Oct 17, 20254 min read


From Garage PCs to Quantum Drug Discovery: My Journey Into the Molecular Frontier
By Mansour Ansari — Founder, QuantumLaso LLC I’ve been really busy these days. Not bad for a retired software engineer who officially...

mansour ansari
Oct 12, 20254 min read


From Tornado Prophecies to Cancer Cures: The Quantum Pipeline That Connects It All
A new Drug for Cancer? While immersed in my https://quantumtornado.org/ project — a system designed to predict tornadoes by injecting...

mansour ansari
Jul 18, 20254 min read
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