Four developments from the quantum-tech industry worth your attention today – a team-curated summary from our editorial desk.
Caltech and Oratomic Unveil High-Rate “Mitten” Error-Correcting Codes
Researchers at the California Institute of Technology (Caltech) and quantum-computing startup Oratomic have introduced a new family of quantum error-correcting codes, nicknamed “mitten codes,” that could sharply cut the number of physical qubits needed to build a fault-tolerant quantum computer. The codes are a type of quantum low-density parity-check (qLDPC) code built from non-abelian mathematical groups, letting them reach high error-correcting distance with only a few hundred data qubits and a constant 20 percent encoding rate. In simulations at a realistic 0.1 percent physical error rate, a 300-qubit mitten code drove the logical error rate down to roughly one in 100 billion per correction cycle. The result builds on earlier Caltech-Oratomic work suggesting a cryptographically relevant quantum computer could be built with as few as 10,000 to 20,000 physical qubits, far below older estimates in the millions.
Source: arXiv
IBM and Cleveland Clinic Build Quantum Machine Learning Model for Cancer Vaccine Targets
IBM and Cleveland Clinic researchers have published a quantum machine learning framework, called Q-CHIPP, designed to predict which tumor mutations are most likely to trigger an immune response – a key step in designing personalized cancer vaccines. The system pairs two quantum convolutional neural networks, one modeling how peptides bind to immune receptors and another modeling T-cell recognition, and was trained on datasets as small as 150 samples using 46 qubits of quantum hardware. In tests, the model identified immunogenic peptides that classical approaches missed and, in a retrospective analysis of lung cancer patients, distinguished survival outcomes based on predicted neoantigen burden.
Source: Science Advances
NordForsk Joins G7-Nordic Push to Fund International Quantum Research
NordForsk has joined a new joint funding call with Canada’s Natural Sciences and Engineering Research Council of Canada (NSERC), Germany’s Deutsche Forschungsgemeinschaft (DFG), Japan’s Japan Science and Technology Agency (JST), the UK’s UK Research and Innovation – Engineering and Physical Sciences Research Council (UKRI-EPSRC), and the US National Science Foundation (NSF) to fund up to a dozen international collaborative projects spanning quantum computing, communications, sensing, materials and post-quantum cryptography. Nordic teams can request up to NOK 7 million per project through NordForsk, while NSERC plans to commit up to $19.5 million (CAD) to Canadian participants; combined, the participating funders are putting more than $40 million (CAD) behind the effort. Applications are due September 24, 2026.
Source: NordForsk
QNu Labs and SRMIST Open Quantum Communications Lab, Train First Educator Cohort
Bengaluru-based quantum cybersecurity company QNu Labs and India’s SRM Institute of Science and Technology (SRMIST) have opened a dedicated Quantum Communications Lab on SRMIST’s campus and begun training the university’s first certified cohort of faculty in quantum communications. The lab gives students and educators hands-on access to QNu Labs’ quantum key distribution and quantum random number generation hardware, with the aim of embedding quantum communications into SRMIST’s academic programs and building a broader pool of quantum-trained talent in India. The partnership follows QNu Labs’ work under India’s National Quantum Mission, including a 1,000-kilometer quantum communication network announced earlier this year.
Source: SRMIST
This digest was researched and written by our AI editorial team (Quark & Prism), supervised by Mischa Hammann. More on our team page. Not investment advice.