#quantumtechnolog

The Human-AI-T Manifesto from WISeKey and Partners at Davos 2026 ensures ethical governance of AGI and Quantum Systems.

On January 19, 2026, WISeKey International Holding Ltd (“WISeKey”), a global cybersecurity, blockchain, and IoT leader, published the Human-AI-T (Human – Artificial Intelligence – Trust) Manifesto.

WiSeKey reports

Human-AI-T ensures technological intelligence evolves inside humans' “moral, legal, and cultural envelope”. According to the declaration, human dignity, agency, and responsibility are unchangeable no matter how fast technology evolves. Human-centric governance is “urgent and unavoidable” when AI systems attain unprecedented autonomy and reasoning and quantum technologies transform processing capacity.

The declaration emphasizes that morality, accountability, and judgment must trump technology. It claims that AI algorithms must be “deliberately injected” with human values, rejecting the idea that data will naturally produce morality.

Essentials for the AGI Era

To defend human interests, the Manifesto outlines key principles to monitor security, rights, and life. Among these support pillars:

Human Control: Maintaining broad human control over AI systems. Supportive AI: Technology should support human judgment. Including prevention in technology design addresses dangers to human rights, the environment, and health. Equity: Enforcing nondiscrimination will ensure AI treats everyone equally. Laws requiring traceability, auditability, explainability, and transparency. Data sovereignty: Privacy and civil rights. The Manifesto mandates comprehensive impact evaluations, due diligence, and audits to guarantee intelligent systems do not violate democratic principles or global sustainability aside from these criteria.

Design Needs Trust

An focus on trust as the foundation of a digital society is repeated. Human-AI-T design requires trust rather than treating it as an afterthought. Achieving social acceptance, economic resilience, and geopolitical stability requires this method. To be trusted, AI must be extensively verified, safe, and traceable, especially as AGI and quantum technologies speed and spread technological influence, according to the manifesto.

WISeKey security ecosystem

WISeKey's numerous technologies defend digital identity ecosystems for people and things, supporting the manifesto. Swiss-based WISeKey owns several specialty businesses to defend the “Internet of Everything.”

SEALSQ Corp: PKI, semiconductors, and post-quantum technology. WISeKey SA: PKI and RoT solutions for blockchain and AI authentication. Safe satellite communication and Internet of Things space solutions from WiseSat AG. Wise.ART Corp run a trustworthy blockchain NFT marketplace. SEALCOIN AG: Technologies for decentralized physical infrastructure. WISeKey, which has over 1.6 billion microchips worldwide, uses semiconductor Big Data and AI analysis to anticipate equipment failure and help prevent it. Real-world application of secure AI supports the manifesto's need for reliable, human-led technology.

Global Appeal

WISeKey and its partners are issuing a Davos “Call to Global Responsibility”. They urge governments, international organizations, technology developers, academic institutions, and civil society organizations to adopt the Human-AI-T Manifesto as a worldwide reference framework.

Quantum Zeno Effect News

New research shows that the Quantum Zeno Effect limits adiabatic quantum computing and annealing.

A groundbreaking study by Technische Universität Dresden and Helmholtz-Zentrum Dresden-Rossendorf researchers Naser Ahmadi Niaz, Dennis Kraft, Gernot Schaller, and Ralf Schützhold discovered important restrictions on adiabatic quantum computation and quantum annealing. These methods are promising in the global search for exponentially faster computation, but Quantum News reported that the Quantum Zeno Effect, which freezes the evolution of a quantum system, limits these cutting-edge quantum technologies. This effect hinders the promised quantum speed-up and computational benefits, emphasising the necessity for enhanced environmental “measurement” mitigation measures.

Environmental Interference Stops Quantum Progress

Faster processing depends on sustaining fragile quantum states long enough for computations. Environmental coupling is a severe and ongoing challenge that hinders quantum coherence, which allows quantum computers to do complex calculations and realise its speed advantages. The environment's constant interaction with the quantum system normally measures its state.

This continual “observation” by the environment blocks critical quantum transitions, limiting quantum speed-up. The quantum Zeno Effect is especially disruptive for adiabatic quantum algorithms and quantum annealing techniques, which use isolated Landau-Zener type transitions at avoided level crossings to smoothly evolve from an initial state to a final solution state. The research shows that the Zeno Effect, which slows or stops the system from developing to its intended final state and inhibits its ability to solve complicated issues, is especially likely to interfere with these important transitions.

Critical Energy Gap

Adiabatic quantum algorithms work by progressively transforming a system from a known initial state to a final state that encodes a problem's answer. This sensitive process requires an appropriate energy differential between ground and excited states during evolution.

A large gap keeps the system in its ground state and prevents unexpected excitations. An extremely narrow energy gap causes compute errors and greatly slows computing. The study proves that quantum computing advancement is directly related to this energy gap's magnitude.

Although adiabatic master equations are often employed to characterise the dynamics of open quantum systems interacting with an environment, the authors explicitly tested their validity. Their extensive analysis found that these conventional master equations contain basic assumptions that always fail when the energy difference is low or equal to the system-environment coupling strength. These equations make incorrect predictions, undermining the theoretical underpinning for understanding and managing quantum system dynamics in such tough conditions.

New Method: Singular Coupling Limit

To overcome these basic mathematical and physical limits, the researchers propose a single coupling limit-based alternative technique. In complex conditions, this approach recognises the system's core quantum features and its interaction with the environment as equally important and interrelated variables, yielding a more precise and dependable description. As measuring the system, the unique coupling limit describes the continuous environment interaction.

This methodology generates a refined master equation with Hermitian Lindblad operators, mathematically ensuring quantum dynamics physical realism while maintaining probability conservation. This new mathematical framework simulates quantum systems under the omnipresent Quantum Zeno Effect more accurately than earlier approximations.

The Universal Challenge of Decoherence for Quantum Speed-up

The persuasive results show that decoherence drastically reduces the efficiency of all adiabatic quantum algorithms, principally due to the quantum system's inherent connectedness to its surroundings. Famous usage include the adiabatic Grover search, which theoretically speeds up unstructured search tasks quadraticly. This environmental interaction slows or stops the computational process via the Zeno Effect. Adiabatic algorithms that depend on isolated Landau-Zener transitions seem to always have this constraint.

This work shows that adiabatic quantum algorithms offer the potential for exponential speed-up in specific computational settings, although not all NP-complete problems benefit from this. These algorithms' final efficacy depends on their capacity to maintain a high energy difference, which requires gradual system parameter modifications during adiabatic evolution.

Ironically, environmental interactions that demand even more gradual adjustments to maintain quantum coherence and computational integrity undermine the design assumption of slow evolution, which ensures adiabaticity. The study authors admit that their first analysis focused on circumstances with few competing local minima, thus future research should address the complex effects of more complex potential landscapes on these conclusions.

Mitigation Strategies: Moving Forward

Despite these significant and ubiquitous challenges, the paper offers mitigating methods to combat decoherence and the Quantum Zeno Effect. Scientists have shown that modest quantum state changes can lessen the Zeno Effect. This strategy reduces environmental effective measurements, giving the quantum system more time to evolve and transition. Smoother state transitions prevent “freezing” and preserve adiabaticity.

To conclude

Hao and colleagues at Delft University of Technology developed the Wannier Stark localisation platform, a quantum sensing breakthrough that will revolutionise measurement science with unprecedented precision. This platform supports a unique quantum sensor that uses non-equilibrium dynamics and criticality to create a sensitive probe.

Wannier Stark Localisation Fundamentals

The wannier stark localisation platform uses a perfectly adjusted electric field to prevent particles from tunnelling. This purposeful manipulation, especially particle tunnelling and linear gradient field control, makes a quantum system's surroundings sensitive. This competition allows the system to adapt well to external parameters in various situations. The quantum sensor's precise control over these competing forces enables its unmatched accuracy.

Quantum sensing implementation

Researchers used a superconducting nine-qubit technology to deploy this advanced platform. Superconducting quantum circuits enable precise external gradient field strength estimate. Non-equilibrium dynamics and quantum criticality are used to increase the sensor's sensing capability in various conditions. This unique approach achieves near-optimal precision with regular measurements, bypassing the costly experimental setups needed for advanced quantum sensing techniques.

Dynamic Phases and Sensitivity Improvement

An key element of the wannier stark localisation platform is its quantum phase behaviour. Researchers uncovered a quantum system critical point when localised and extended phases alter to maximise sensing.

Extended Phase: The quantum probe spreads swiftly over the system. This fast propagation lets the probe cover more ground and collect more data for sensing applications. Criticality greatly improves sensing capacities, as shown by the constant outperformance of extended phase measurements over localised phase measurements. The longer phase's narrower error bars indicate its superiority for delicate measurements.

However, excitement is restricted to the localised phase. Even though it contributes to system dynamics, the localised phase is less suitable for high-precision sensing than the extended phase due to its low estimation accuracy and broad error bars.

Transition Point and Bloch Oscillations: Near the transition point between these two phases, the researchers observed Bloch oscillations, which imply a system dynamic behaviour shift. These findings provide vital new information regarding the system's behaviour and sensing capability.

This platform can perform effectively in both phases and take use of the extended phase, making it a versatile basis for quantum sensing that can maintain high precision even with quantum device noise and faults.

Reaching Heisenberg-Limited Precision

By carefully regulating competition in the Stark-Wannier system, the researchers achieved sensing precision near to the Heisenberg limit, a fundamental measurement accuracy limitation. Due to its excellent performance and simple measurements, the platform is a huge advance for quantum sensing technology.

The team improved precision to near-Heisenberg-limited levels by merging data from different eras. This multi-time measurement technique, which uses easily implementable computational base measurements, improves quantum system parameter estimates.

Future potential and versatility

Adaptability is a major benefit of wannier stark localisation. This approach could be used to ion traps and cold atoms for sensing applications. This cutting-edge quantum sensing technology can detect magnetic, electric, and gravitational fields, exhibiting its versatility.

Better quantum light sources are possible with new developments. Vienna and Innsbruck Multi-Photon Emission Control improvements for quantum technologies.

Recent discoveries by Vienna and Innsbruck research teams have improved the quest for non-classical light, which is needed for quantum technologies like secure communication and quantum computing. Despite the goal of producing pure single photons, resonant excitation in atoms, whether natural or artificial, always emits multi-photons. To better handle these complex light-matter interactions and generate more reliable and effective quantum light sources, two complementary research efforts have yielded crucial insights and feasible solutions.

Artificial Atom Multi-Photon Dynamics Revealed

L. Jehle, L. Carosini, L. M. Hansen, J. C. Loredo, and P. Walther along with F. Giorgino and P. Zahálka at the University of Vienna have studied multi-photon processes in silicon quantum dots. Because of their strong optical properties and solid-state synthesis, silicon quantum dots are becoming more popular platforms for quantum light source creation.

In “Multi-photon emission from a resonantly pumped quantum dot,” upper-order auto-correlation functions (g(2), g(3), and g(4)) and high-resolution temporal measurements quantify these emissions, providing a nuanced understanding of light-matter interactions. They proved that a single excitation pulse can emit four photons.

Conclusions from their detailed analysis include:

With single-photon emission, two, three, or four photons can be detected from a single stimulation. By showing that a bunched source (g(2)(0) > 1) does not always have a better probability of emitting two photons than one, the work showed the importance of the vacuum probability (likely to produce no photons). Increased multi-photon contributions occur in even pulse areas (Θ = 2nπ) due to quantum dot re-excitation during the excitation pulse duration. Closely resolved temporal studies confirmed that these multi-photon events are caused by successive spontaneous emissions, meaning the photons do not share the same temporal mode. This study showed a time-gating approach to purify single-photon sources. By rejecting early-arriving photons and catching photons during a specified time frame after excitation, researchers can prevent multi-photon events while maintaining detection efficiency. This works better than lowering excitation power for purity.

Browse Empirical Learning Architecture, Types, and Applications.

Enhancing Multi-Photon Generation with Passive Demultiplexing

Gregor Weihs and Vikas Remesh from the University of Innsbruck led a worldwide research team that developed a sophisticated approach to overcome the disadvantages of traditional multi-photon state creation. Researchers develop multi-photon states from a single quantum dot using fast electro-optic modulators (EOMs) to multiplex emission into spatial and temporal modes. EOMs require specialised engineering, are expensive, and reduce efficiency.

Using stimulated two-photon excitation (sTPE), the Innsbruck team produces photon streams in multiple polarisation states from a quantum dot without active switching elements. This method limits multi-photon rate by the quantum dot's intrinsic lifetime rather than an EOM's switching speed.

The procedure:

By carefully timing laser pulses to excite the quantum dot, a biexciton state is generated. After that, polarization-controlled stimulation pulses that deterministically emit photons in the horizontal (H) and vertical (V) polarisation states follow. When used with active demultiplexing technologies, passive demultiplexing is cost-effective and doubles multi-photon generation. With g(2)(0) values of 0.022(2) for V-polarized photons and 0.028(2) for H-polarized photons, the group produced high-quality two-photon states with excellent single-photon characteristics. They validated high indistinguishability with adjusted Hong-Ou-Mandel (HOM) visibilities of 90(1)% for V-polarized photons and 93.7(3)% for H-polarized photons.

This innovation enables safe multi-party communication and fits directly into quantum key distribution systems. It also shows potential for multi-photon interference studies, which test quantum mechanical ideas.

Quantum Computing Centre Israel

Israel is spending extensively and leading important quantum innovation activities that will alter technology and economy. Despite geopolitical issues and the Hamas battle, the country is aspirational.

The Israeli Quantum Computing Centre is essential to this work. Israel spent $27 million on this cutting-edge laboratory to boost its quantum race position. The IQCC enables local startups and researchers access to world-class quantum computing and cutting-edge research facilities without leaving town.

Israel's remarkable ability to “adapt, innovate, and lead, even in the face of adversity.” Despite “geopolitical tensions, including the war with Hamas,” the country “continues to push the envelope in technology,” exhibiting “resilience and determination to innovate despite challenges.”

Applications and Business Impact of Quantum Computing: Besides its theoretical achievements, quantum computing has revolutionary potential for “big data analytics” and tackling “complex problems” for organisations, according to this study. Quantum computing could alter logistics, healthcare, and finance.

Nir Alfasi of IQCC says Israel wants technological independence because “it don't want to be dependent on other countries and other technologies.” We want to improve our technologies to stay ahead in this important race. This independence drive is balanced by strategic international cooperation, especially with the US and Gulf countries.

Highlights and Info:

Critical Investment: Israeli Quantum Computing Centre

The “Israeli Quantum Computing Centre (IQCC),” a “state-of-the-art facility,” opened recently. “£27 million investment”: In sterling, the IQCC costs $27 million. The goal is to “make the country a key player in the quantum race,” providing “access to world-class research facilities and quantum computing resources for local startups and researchers.” Technological Advantage: The institute “will house three different types of quantum computers,” offering researchers a “significant competitive advantage” without leaving the building. The Unique Potential and Business Significance of Quantum Computing:

Quantum computing is “fundamentally different from classical computing.” Unlike binary processing, quantum computing uses “qubits, which can exist in multiple states at once.” The Performance Leap lets them “perform complex calculations exponentially faster than classical computers.” The technology “holds the key to solving some of the world's most complex problems,” from drug development to cryptography, financial modelling to supply chain operations. Impact on Big Data: The author is “especially excited about how quantum computing will impact big data analytics,” which would “speed up this process dramatically” and allow firms to “analyze data not just for insights, but for predictive capabilities.” International Strategic Partnerships:

The US and Israel are establishing a “£200 million tech hub” (originally $200 million). Our portal encourages AI-quantum scientific collaboration. Initiative ties with UAE, Saudi Arabia, and Qatar imply regional coordination. This partnership would address regional cybersecurity, medicinal, and food security challenges. Innovation Authority of Israel drives.

The Israel Innovation Authority supports quantum technology investments, showing government backing for these challenging undertakings. Future Vision:

MemQ

memQ advances quantum connectivity with government awards and foundry integration

An innovative quantum networking company, memQ, from the Pritzker School of Molecular Engineering at the University of Chicago, has integrated matter qubits with commercial foundry processes. This remarkable innovation combines cutting-edge quantum physics with commercial foundries' reliable manufacturing capabilities, enabling scaled quantum networking component production. In addition to this scientific achievement, MemQ received two major NASA and Navy prizes for its work on quantum technologies for national defence and economic requirements.

The integration achievement is notable for its scalability and practicality. Large-scale 300 mm silicon wafer fabrication has helped MemQ create telecom C-band single photon sources. This technology uses cutting-edge silicon photonics to create a C-band compatible, manufacturing-ready quantum memory platform with homogeneity and peak cavity performance. The wafer's last design process, "tapeout," was completed under a CRADA with the Air Force Research Lab (AFRL) in Rome, New York. AIM Photonics helped through NY CREATES' NanoTech Complex.

MemQ also published a paper on arXiv showing monolithic integration of commercial foundry photonics and solid-state quantum memory. This was done via BEOL deposition. TiO2 thin films on silicon with erbium added. This technique demonstrates extraordinary capabilities such as electrical control of Er emission, long electron spin lifetimes, and 64 µs optical coherence. These results confirm that foundry photonics can be used to make Er:TiO2 for single-ion and ensemble quantum memory.

This achievement shows that established photonics enterprises may actively help the quantum economy. MemQ promises to speed up quantum technology delivery by combining quantum computing components with proven commercial foundry methods to ensure reliable manufacture at scale. This capability is needed to create advanced quantum networking topologies that can retain delicate quantum states locally and over long distances. These projects are part of larger efforts to turn new technologies and capabilities into products and systems that meet national military and economic goals.

Recent U.S. government awards highlight memQ's strategic importance beyond these fundamental integration activities. The business received a NASA Integrated Photonics Control grant to produce next-generation PICs. These PICs will accurately send light to qubits using cutting-edge materials. The Navy also funded memQ's Cryogenic Modulators project to develop PIC-based control systems that can operate at cryogenic temperatures, a need for many quantum systems.

MemQ is about “Connecting to the Future” with quantum networking. With quantum communication across several systems, the company wants to use various qubit types to solve the hardest computational challenges. MemQ combines materials science, optics, and quantum research to produce tomorrow's technologies. In high-performance computing, integrated photonics chip manufacturing, advanced materials science and engineering, and quantum science and engineering, the team has extensive experience. This vast skill set allows memQ to create the first extendable quantum network architecture in the industry.

Important aspects of memQ's quantum network architecture:

Using light to entangle matter qubits for long-distance connectivity. Massive multiplexing for stability, control, and superior entanglement connection fidelity. Making quantum channel switching, routing, modulation, and control efficient as nodes and qubits rise. See also IQM Resonance Devices For Quantum Software Development.

A few key features support the architecture:

Network Interface Control: QPUs can output qubits as photons. Memory Modules: These network components store and modify qubits in memory. Network Control: Laser modulation allows network-wide atom addressing. MemQ identifies many “catalysts” that demonstrate quantum connectivity's power:

Fujitsu quantum computers

Fujitsu wants a 10,000-qubit superconducting quantum computer by 2030.

By fiscal 2030, Fujitsu plans to construct a superconducting quantum computer with over 10,000 qubits. Complex simulations are essential to innovative materials science discoveries, and this key effort could hasten quantum technology deployment.

STAR Architecture underpins fault-tolerant quantum computing

Fujitsu's objective centres on their groundbreaking "STAR architecture," an early-FTQC design. This phase rotation gate-based design, presented in August 2024 in conjunction with the University of Osaka, aims to enable early-FTQC systems that outperform classical computers with a qubit target of under 60,000. Fujitsu proposes to deploy the STAR architecture and 250 logical qubits in the 2030 machine for practical quantum computing.

Vivek Mahajan, CTO in charge of System Platform, Corporate Executive Officer, and Corporate Vice President at Fujitsu Limited, said, “Fujitsu is already recognised as a world leader in quantum computing across a broad spectrum, from software to hardware.” He stated that the NEDO-led project will help Fujitsu create a fault-tolerant superconducting quantum computer made in Japan.

Comprehensive Plan for Advanced Quantum System Development

Fujitsu's commitment exceeds 2030. After building the 10,000-qubit machine, the corporation will perform advanced research on superconducting and diamond spin-based qubits in fiscal 2030. This long-term goal is to create a 1,000-logical qubit machine by fiscal 2035 using interconnected quantum bit-chips.

Its hardware division is progressing well. Established in 2021 with RIKEN, the RIKEN RQC-Fujitsu Collaboration Centre built a 64-qubit superconducting quantum computer in October 2023 and a world-class 256-qubit system in April 2025. This relationship and cooperative research with Japan's National Institute of Advanced Industrial Science and Technology boost Fujitsu's R&D. Fujitsu is studying diamond spin-based qubits, which use light for connectivity, with QuTech and Delft University of Technology in addition to superconducting technology. Highly accurate and controlled qubits were developed by this research.

Targeted Technology Development Fixes Scaling Issues

Scaling quantum computers to larger systems requires overcoming many complex challenges. Fujitsu's research aims to enhance scaling technologies in various technical sectors. Important areas include:

High-throughput, high-precision qubit production technology: This reduces frequency variations by improving Josephson Junction manufacturing precision, which is vital to superconducting qubits. Chip-to-chip interconnect technology: To make larger quantum processors, sophisticated wiring and packaging technologies must connect several qubit devices. High-density packing and cheap qubit control: This field addresses cryogenic cooling and control issues such reducing dilution freezer components and heat dissipation. Decoding technology for quantum error correction: Robust operation requires algorithms and system designs to decode measurement data and rectify quantum computation errors. Scaling technology issues include maintaining high fidelity over many interconnected qubit devices and improving dilution refrigerator component and wiring integration.

Market positioning and investment strategy

Fujitsu's quantum computing investment could pay out financially. In addition to financial support, NEDO's help and cooperation with other research institutes alleviate some of the risks associated with key research and development activities. Analysts warn that investors should recognise that this investment is long-term since financial advantages may not be fully realised until the technology is fully developed and brought to market.

Fujitsu's focus on quantum computing aligns with the market's demand for advanced computational solutions in several industries. Fujitsu may lead quantum computing due of its potential applications in materials research and other fields. Other internet firms investing extensively in quantum technology will challenge the company. Fujitsu's success hinges on industry-specific, scalable solutions.

Quantum Computing Horizon

Horizon Quantum joined QuEra Quantum to strengthen neutral-atom software.

Horizon Quantum Computing joining QuEra Quantum Alliance will promote quantum computing. This strategic cooperation can simplify software integration for neutral-atom quantum computing systems, mainstreaming quantum technology.

Horizon's cutting-edge tools for automated algorithm development and quantum compilation are tied to QuEra's top hardware platform, which uses neutral atoms. The major purpose of this integration is to streamline the process for traditional software developers to construct and execute quantum applications without quantum physics expertise. In Horizon's software, QuEra can compile and run quantum programs generated by programmers using traditional methods. The gap between normal software development and the quantum stack is efficiently filled.

Giving Developers Power and Speeding Adoption

Horizon Quantum CEO Dr. Joe Fitzsimons was excited about the relationship since QuEra is leading the way in neutral atom quantum computing, which is soon becoming scalable. He added, “It is a pleasure to work with QuEra to give developers the resources they need to properly use this architecture.

Quantum scientist Joe Fitzsimons founded Horizon Quantum Computing in Singapore. Quantum computer software developer specialises in automated algorithm creation and quantum compilation. Making quantum computer programming as easy as standard systems is their goal.

QuEra Computing, a Boston-based neutral-atom quantum computing pioneer, is the other side of this relationship. The reconfigurable arrays of atoms for quantum computation distinguish this modality. QuEra's neutral atom focus makes their quantum computing capabilities scalable.

The Growing QuEra Quantum Alliance

Horizon Quantum joins the QuEra Quantum Alliance, which has evolved globally since 2024. Since its creation, the Alliance has represented over 25 quantum hardware, software, and service companies globally. These members are global IT service providers, HPC leaders, and quantum software pioneers from North America, Europe, Asia-Pacific, and the Middle East.

The Alliance prioritises neutral-atom quantum computing cooperation and application. Alliance partners collaborate on market development and customer-facing projects to accelerate neutral-atom quantum computing adoption. Horizon Quantum should improve the Alliance's software, helping businesses adopt quantum computing faster.

This relationship was stressed by QuEra Computing's Chief Commercial Officer, Yuval Boger. Boger stated Horizon Quantum joining QuEra Quantum Alliance is exciting. He noted the expected consequence. I think their experience in quantum software, notably automated algorithm generation and quantum compilation, will help neutral-atom quantum systems become more feasible.

Lowering Enterprise Adoption Barriers

The companies have a clear approach to support customer-facing projects and collaborative development. This alliance aims to accelerate enterprise quantum computing deployment. QuEra and Horizon Quantum promise to drastically reduce barriers to application development and deployment for early quantum benefit businesses. This agreement indicates a common commitment to making quantum computing affordable and practical for developers and organisations.

Summary