IBM’s LLM-Guided Evolutionary Framework for Quantum Error Correction Code Discovery

IBM Heron Quantum Processor

IBM Research recently published a paper on an LLM-guided evolutionary framework for discovering quantum error-correction (QEC) codes, accompanied by the open-source release of OpenEvolve on GitHub. The framework applies evolutionary artificial intelligence techniques, originally developed for general program synthesis, to the domain of quantum low-density parity-check (qLDPC) codes.

Microsoft’s Majorana 2 Topological Quantum Chip

Microsoft Majorana 2

Microsoft unveiled Majorana 2 at its recent Build developer conference in San Francisco, introducing its second-generation topological quantum chip and announcing the general availability of Microsoft Discovery, an agentic AI platform for scientific research and development.

Majorana 2 delivers qubits that are 1,000 times more reliable than those in its predecessor, Majorana 1, with a mean qubit lifetime of 20 seconds and peak instances approaching 1 minute.

Quantinuum’s $1.68 Billion IPO & the Race to Quantum Commercialization

Quantinuum opened trading on the Nasdaq last week (symbol: QNT), raising $1.68 billion in the largest traditional IPO to date for a pure-play quantum computing company.

Priced at $60 per share, above the marketed range of $53 to $55, and oversubscribed by a double-digit multiple before trading began, the debut caps a multi-year run of technical milestones, high-profile partnerships, and deepening enterprise engagement.

IBM’s Big Quantum Month: A $10 Billion Bet, a National Fab, and a 2029 Deadline

IBM Quantum Momentum

A version of this post previously appeared in a LinkedIn newsletter IBM revealed that it will invest more than $10 billion in quantum computing over the next five years, with the goal of delivering the first large-scale, fault-tolerant quantum computer by 2029. The disclosure, which arrived not via a press release but through an SEC […]

IBM: Anderon Quantum Foundry and the Industrialization of Quantum Hardware

IBM Anderon Announcement

IBM and the U.S. Department of Commerce announced a Letter of Intent to establish Anderon, a standalone company that will operate the United States’ first pure-play quantum chip foundry.

The initiative has a combined commitment of $2 billion, including $1 billion in proposed CHIPS Act R&D incentives from the Department of Commerce and $1 billion in cash from IBM, supplemented by IBM’s intellectual property, fabrication assets, and an existing skilled workforce.

IBM Quantum-Centric Supercomputing Reference Architecture

IBM Quantum Reference Architecture

IBM has announced the industry’s first published reference architecture for quantum-centric supercomputing (QCSC), offering a technical blueprint for combining quantum processing units (QPUs) with traditional HPC infrastructure. 

The framework focuses on computational problems that exceed traditional computing capabilities, particularly in molecular simulations and quantum chemistry calculations, where quantum mechanics governs system behavior.

SC25: Beyond Super Computing

SC25

Supercomputing 2025 delivered a clear message to enterprise IT leaders: the infrastructure conversation has fundamentally changed. The announcements from SC25 were about architectural transformation.

From rack-scale designs to quantum integration to facility-level engineering, the building blocks of large-scale AI and HPC systems are being reimagined.

Research Note: IBM and AMD Collaborate on Classical-Quantum Computing

IBM Heron Quantum Processor

IBM and AMD recently announced a strategic collaboration to develop quantum-centric supercomputing architectures that combine quantum computers with high-performance computing infrastructure. The partnership is based on a memorandum of understanding between the companies, with no immediate financial exchange.

Research Note: IBM QisKit 2.0

IBM Quantum

IBM recently released Qiskit SDK v2.0, a major update to its open-source quantum software development kit. The new release is a key element of IBM’s long-term strategy to support utility-scale quantum computing by delivering architectural improvements, higher performance, and expanded interoperability with classical HPC systems.

Research Note: NVIDIA SC24 Announcements

NVIDIA Infrastructure

At the recent Supercomputing 2024 (SC24) conference in Atlanta, NVIDIA announced new hardware and software capabilities to enhance AI and HPC capabilities. This includes the new GB200 NVL4 Superchip, the general available of its H200 NVL PCIe, and several new software capabilities.

Research Note: IBM QisKit Performance & Quality Leadership

Illustration of the IBM Quantum System Two

IBM recently announced that its Qiskit emerged as the highest-performing SDK in terms of both speed and quality inrecent benchmarking tests to evaluate quantum software development kits. These tests measured how efficiently SDKs could build, manipulate, synthesize, and transpile quantum circuits. Qiskit passed more tests than any other SDK and demonstrated superior performance metrics, outperforming competitors like TKET.

Research Note: IBM QisKit 1.0 Quantum SDK Release

IBM Quantum

IBM released significant enhancements to Qiskit, its widely used quantum software platform. These enhancements show its evolution from a software development kit launched in 2017 into a comprehensive software stack.

Research Note: IBM Research’s Breakthrough in Error Mitigation/Correction for Quantum Computing

IBM Quantum

In a new paper published in the journal Nature, IBM Research describes a new approach that addresses a fundamental challenge in quantum computing: the vulnerability of quantum hardware to errors caused by environmental noise. This issue is a significant hurdle in developing and operating utility-scale quantum circuits, which are essential for practical applications of quantum computing.

IBM Introduces New Quantum Computing Processors & Platforms

IBM SIgn

IBM recently announced significant advancements in both quantum processors and platforms for quantum computing at its Quantum Summit 2023.

In doing so, IBM highlighted several significant advancements in quantum computing, showcasing the company’s commitment to pushing the boundaries of this revolutionary technology.

Research Note: Inside IBM’s Advances in Software Development for Quantum Computing

Illustration of the IBM Quantum System Two

Recognizing that these scientists require tools that integrate seamlessly with their existing workflows while simplifying the complexities of quantum mechanics, IBM introduced a suite of innovative solutions at its recent Quantum Computing Summit.

At the forefront of these advancements is Qiskit 1.0, a significant upgrade to IBM’s open-source quantum computing software development kit, which simplifies the process of programming quantum computers.

Research Note: Inside IBM’s Developments in Quantum Processing & Platforms

Illustration of the IBM Quantum System Two

IBM this week announced significant advancements in both quantum processors and platforms for quantum computing at its Quantum Summit 2023. At the event, IBM highlighted several significant advancements in quantum computing, showcasing the company’s commitment to pushing the boundaries of this revolutionary technology.