Quantum Computing Meets Clinical Medicine: Why the Biology Is Already Ahead of the Software
Most developers working in health tech are building on a model of human biology that is, at its core, classical. Inputs, outputs, statistical correl…
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Preparing Enterprise Systems for the Post-Quantum Encryption Shift
Sometime in the coming decades, quantum computers will reach a scale where they can break the standard mathematical puzzles protecting nearly all mo…
Quantum-Safe Security and the Hidden Payload Crisis in Cloud Architecture
When engineers discuss quantum computing, the conversation usually focuses on future supercomputers cracking traditional encryption passwords in a m…
Quantum Information Processing: Foundations - Part 3
Introduction Having laid out some mathematical foundations in the [previous part][1], we will proceed to discuss quantum gates and circuits in depth…
I built AutoML for quantum machine learning — here's the architecture
TL;DR — uvx quoptuna boots a full AutoML web app with no install. It runs one hyperparameter search across 21 quantum and classical classifiers , pr…
Post-quantum signing keys that never leave the Secure Enclave
iOS 26 quietly added something I had been waiting for: the Secure Enclave can now hold ML-DSA keys. Not "the app does lattice math and stores a blob…
My quantum-inspired entropy API that I used it to power two games.
I’m launching QeNTROPY in beta today. QeNTROPY is a developer entropy engine for games, apps, experiments, and creative tools. The idea is simple: O…
The Developer's Map of Quantum Computing: From Qubits to Fault-Tolerant Machines
Let's be honest: when most developers hear "quantum computing," their first reaction is somewhere between mild curiosity and existential panic . It…
Quantum Computing and Bitcoin: What the 2031 Federal Deadline Means for Developers
The U.S. government just set a hard deadline for post-quantum cryptographic migration: 2031 Two executive orders signed in 2025 require all federal…
You Can Now Train Quantum Signal Processing Phase Angles with Gradient Descent
A reproducible benchmark and JAX‑traceable implementation is now available – no analytic solver required. Quantum Signal Processing (QSP) is one of…
Deutsch Algorithm Revisited: Quantum vs Classical Implementation in Qiskit
In the previous post on the Deutsch algorithm , we covered the theory. Here we implement both the classical and quantum approaches in Qiskit so the…
Deutsch's Algorithm in Quantum Computing: The 4 Cases
Deutsch's Algorithm determines whether a function f(x) is constant or balanced using only a single query. Before getting to the quantum circuit, it…
TensorCircuit-NG: How to Tell Whether a Quantum x AI x HPC Platform Is Truly Mature When Everyone Tells the Same Story
In recent years, the convergence of quantum computing, artificial intelligence (AI), and high-performance computing (HPC) has become a central theme…
From the Renaissance to the Quantum Dawn: AI, Computation, and the Next Paradigm Shift
Five hundred years ago, Florentine craftsmen began using linear perspective to represent three-dimensional space on a two-dimensional canvas. That m…