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Marco Pistoia shared thisI’ve just wrapped up three intense and rewarding days in the United States. On Tuesday, for #WorldQuantumDay (April 14), IonQ hosted an outstanding event at the New York Stock Exchange (NYSE), where we shared our latest progress across #QuantumComputing, #QuantumSecurity, #QuantumNetworking, and #QuantumSensing — integrated with advanced space capabilities. I was particularly proud to present a new result in #quantum computing for #finance, demonstrating #QuantumAdvantage over classical approaches, with an algorithm for #PortfolioOptimization ready for production use. The same approach can be extended to #optimization problems across multiple industries — including pharma, logistics, and materials science — highlighting that #quantum technology is already capable of delivering real, positive impact. The day concluded with Niccolo De Masi (Chairman and CEO, IonQ) leading the NYSE closing bell ceremony — a powerful moment marking IonQ’s continued momentum. On Wednesday, I participated in a special event in Washington, DC celebrating 165 years of U.S.–Italy diplomatic relations. I had the pleasure of co-presenting alongside Ambassador Kenneth J “KJ” Braithwaite (Chairman, Fincantieri Marine Group), Michele Poggipolini (CEO, Poggipolini S.p.A.), Roberto Scaramella (General Manager, Transportation and International, AlmavivA Group), and Rita Balogh (Europe & Canada Lead – International Government Affairs, Google). My intervention focused on the current maturity of quantum technologies, the strategic importance of quantum computing and quantum sensing, and the urgent need for nation-wide strategies to adopt an approach that combines #PostQuantumCryptography (#PQC) and #QuantumKeyDistribution (#QKD) — the only defense-in-depth solution capable of securing IT infrastructures end-to-end while providing everlasting, provable security. Now back to Rome, where I now live and where we are building #IonQItalia. The work continues.
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Marco Pistoia reposted thisMarco Pistoia reposted thisExcited to build on our partnership with the University of Maryland as we continue advancing quantum networking and research. This collaboration reflects an important step in translating core quantum networking components—like quantum memory—into real-world systems that will underpin future quantum networks. In parallel, we’re continuing to push forward on network architecture, including our recent selection for Defense Advanced Research Projects Agency (DARPA)’s HARQ program focused on heterogeneous quantum systems. As we expand IonQ’s Quantum Platform, progress at both the component and system level will be critical to building scalable, distributed quantum infrastructure. Looking forward to what we build together in this next phase.
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Marco Pistoia shared thisI am excited to share the publication of our new arXiv preprint: “Large-scale portfolio optimization on a trapped-ion quantum computer,” available at https://lnkd.in/dkrbbAez. In this work, we present an end-to-end pipeline for solving large-scale #PortfolioOptimization problems with cardinality constraints using IonQ's trapped-ion #quantum hardware. The approach combines several key elements: advanced statistical techniques to denoise financial correlations, graph-based methods to identify groups of related assets, and a hardware-aware decomposition strategy that allows large optimization problems to be mapped onto executable quantum subproblems. These subproblems are then solved using bias-field digitized counterdiabatic #QuantumOptimization (BF-DCQO), a non-variational method that avoids the classical parameter-training loops typically required in hybrid #QuantumAlgorithms. The resulting candidate solutions are recombined and refined through a post-processing procedure that enforces portfolio constraints and improves solution quality. We benchmarked the workflow on a 250-asset universe derived from the S&P 500, executing quantum subproblems on IonQ's trapped-ion system. Our results show that increasing the size of executable quantum subproblems systematically improves the final portfolios’ risk-return characteristics, demonstrating a practical pathway for scaling financial optimization on a real #QuantumComputer. This research extends our earlier work published in Physical Review Research in 2025, “Decomposition pipeline for large-scale portfolio optimization with applications to near-term quantum computing.” For me personally, this paper has a special meaning: it represents the first research contribution from IonQ Italia, the new R&D hub we established in Rome, Italy less than two months ago. It is exciting to see IonQ’s global research community and our European presence working together to push the boundaries of #QuantumComputing for finance. Many thanks to the outstanding co-authors across IonQ, Kipu Quantum, and multiple academic institutions [University of the Basque Country, Technische Universität München (Technical University of Munich), Instituto de Ciencia de Materiales de Madrid (ICMM - CSIC), Universidad Autónoma de Madrid and University of Valencia], for this collaboration: Alejandro Gómez Cadavid, Ananth Kaushik, Pranav Chandarana, Miguel Ángel López Ruiz, Gaurav Dev, willie aboumrad, Qi Zhang, Claudio Girotto, Sebastián V. Romero, Martin Roetteler, Enrique Solano, and Narendra Hegade. The journey toward practical quantum advantage in finance continues.Large-scale portfolio optimization on a trapped-ion quantum computerLarge-scale portfolio optimization on a trapped-ion quantum computer
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Marco Pistoia posted thisI am extremely pleased to announce that Dr. Ramis Movassagh has joined IonQ’s Special Projects group as a leader in #QuantumComputing for Financial Applications. Ramis is an applied mathematician and theoretical physicist with deep expertise in #Quantum algorithms, #QuantumInformationTheory, #cryptography and computational complexity. He received his Ph.D. in Mathematics from Massachusetts Institute of Technology under the supervision of Peter Shor, and has held senior leadership research roles at Google Quantum AI, IBM Quantum, and the MIT-IBM Watson AI Lab. His scientific contributions have appeared in leading journals, including two publications in the Science Magazine, six in the Nature Magazine and another six in the Nature Portfolio of journals (such as Nature Communications and Nature Physics). At IonQ, Ramis will focus on Quantum Computing for finance — an industry domain characterized by high-dimensional optimization, stochastic modeling, Monte Carlo simulation, and risk aggregation challenges that align naturally with the strengths of quantum algorithms. Financial institutions are moving beyond exploratory discussions toward rigorous evaluation of quantum advantage. Importantly, finance-relevant workloads are already being executed on real quantum hardware. The question is no longer whether quantum computing will impact the sector, but how quickly scalable advantage can be translated into measurable economic value. IonQ's Special Projects group is responsible for initiatives of strategic importance, bridging advanced research with industry deployment. Strengthening our algorithmic and theoretical foundation in quantum finance is a deliberate step in supporting banks, hedge funds, asset managers, insurers, and market infrastructure providers as they prepare for the next computational paradigm. It is exciting to see the dramatic impact that IonQ's quantum computer, with its world-record 99.99% two-qubit-gate fidelity and 99.9999% single-qubit-gate fidelity, is having in the financial industry. We are building a team capable of delivering both scientific rigor and practical impact. Welcome to IonQ, Ramis.
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Marco Pistoia reposted thisMarco Pistoia reposted thisThe quadratic quantum speedups for derivative pricing are the foundation of quantum algorithms for risk analysis. In a recent project, we uplift these algorithms to obtain end-to-end quadratic speedups for a number of stochastic models that are more sophisticated than the often studied Black-Scholes Geometric Brownian Motion model. Some highlights include: ➡️ Quantum Speedups for "Fast-Forwardable" Stochastic Processes, including the Cox-Ingersoll-Ross model and a variant of the Heston stochastic volatility model. ➡️ A new quantum algorithm for sampling Lévy areas, enabling quantum Multi-Level Monte-Carlo algorithms to obtain quadratic speedups for some multidimensional stochastic volatility models. ➡️ Improved, end-to-end discretization analysis and resource estimates for continuous integration via Monte Carlo, with substantial reductions over prior work. ➡️ An analysis of quantum PDE solvers for Fokker-Planck PDEs and a description of various technical challenges with this approach. I’ve really enjoyed exploring the rich landscape of practical Monte Carlo methods and the technical nuances of their digital implementation. Our discretization analysis turned out to be more involved, and more illuminating, than expected, and I believe these results are valuable even as a purely classical bit-complexity analysis for continuous integration. While quadratic speedups are not enough by themselves, they form the backbone of bigger speedups and more involved algorithms. We hope our work moves quantum derivative pricing closer to practical adoption. You can read the paper at https://lnkd.in/ednPQ295 . Congratulations to all the authors: Dylan Herman, Yue Sun, Jin-Peng Liu, Marco Pistoia, Rob Otter, Charlie Che, and Aram Harrow. Special thanks to the lead author Dylan Herman, Aram Harrow for a great and productive collaboration, Charlie Che for providing us with much needed insights on finance and stochastic modeling, and Rob Otter for his leadership and support.Quantum Speedups for Derivative Pricing Beyond Black-ScholesQuantum Speedups for Derivative Pricing Beyond Black-Scholes
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Marco Pistoia shared thisI am delighted to share that I have signed all the paperwork to fully incorporate IonQ Italia. This marks an important milestone for IonQ and for the Italian #quantum ecosystem. This is the moment to establish a strong physical presence in Italy—open an office and begin hiring exceptional technologists on Italian soil who will work in close partnership with academia, government, and industry. Our objective is clear: to actively contribute to the growth and long-term establishment of a robust, sustainable, and globally competitive quantum economy in Italy and, more broadly, in Europe. IonQ Italia will play a central role in bringing advanced quantum technologies to the country—deploying, and ultimately building, IonQ quantum computers in Italy; rolling out #QuantumKeyDistribution (#QKD) across critical infrastructures to help Italian companies and public institutions become quantum-resistant; integrating state-of-the-art quantum sensing solutions; and harnessing the powerful capabilities of #QuantumNetworks across the national territory. These capabilities will have transformative impact across multiple strategic sectors. In #finance, quantum algorithms and quantum-secure communications can enable more powerful risk analysis, portfolio optimization, fraud detection, and secure data exchange. In #pharmaceuticals and #LifeSciences, quantum computing can accelerate drug discovery, molecular simulation, and personalized medicine. In #MaterialsScience, it can unlock the design of novel materials with unprecedented properties. In #logistics and #manufacturing, quantum optimization can improve supply chains, routing, and industrial processes at scale. In #defense and #NationalSecurity, quantum-secure communications, sensing, and networking are foundational technologies for resilience, situational awareness, and strategic autonomy. What makes this initiative truly unique is that IonQ is the only company worldwide that leads across all four pillars simultaneously: #QuantumComputing, #QuantumSecurity, #QuantumNetworking, and #QuantumSensing. This positions IonQ Italia to deliver fully integrated, end-to-end quantum solutions—moving beyond isolated pilots toward real-world, national-scale impact. We are excited and honored to lead the European #QuantumRenaissance, starting from #Italy. My deepest gratitude goes to Niccolo De Masi, Inder M. Singh, Meena Tumuluri, Paul Dacier and Juergen Weimann from IonQ and Alessandro Ippolito, Alberto Picece and Andrea Gemmi from BonelliErede.
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Marco Pistoia reposted thisMarco Pistoia reposted thisToday’s topic: #Quantum Computing’s #Cybersecurity Threat Just Got Real Northern Virginia Technology Council (NVTC) Cybersecurity & Privacy panel explains practical policy & business use cases and risks: Marco Pistoia - IonQ Mark Brunner - PsiQuantum Dr. Matthew McFadden - General Dynamics Information Technology Bill Newhouse - National Institute of Standards and Technology (NIST) James Leach - Northern Virginia Technology Council (NVTC) #RiskMitigation #UseCase #PQC #AISecurity #identity
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Marco Pistoia shared thisA few days ago, Corriere della Sera, Italy’s leading national newspaper, interviewed me to discuss the strategic vision behind the creation of IonQ Italia. IonQ Italia is a long-term investment in Italy’s scientific excellence and technological future. Our mission is to hire and empower Italian researchers, engineers, and developers on Italian soil to build quantum technologies in Italy, for Italy, and with Italy—in close collaboration with Italian and European enterprises, universities, and public institutions. At IonQ Italia, we are committed to jointly designing, developing, and deploying solutions across the full #quantum stack: #QuantumComputing, #QuantumNetworking, #QuantumSecurity, and #QuantumSensing. IonQ Italia will position #Italy as a central player in the global quantum ecosystem. Our goal is to translate scientific excellence into real industrial and societal impact. The interview, conducted by columnist and US senior correspondent Massimo Gaggi, explores why this moment matters, why Italy is uniquely well positioned, and how IonQ intends to contribute to a true European #QuantumRenaissance. Read the original article here: https://lnkd.in/dCR8RphKDopo l’intelligenza artificiale, il quantum computing: l’accordo governo-IonQ e il ruolo dell’ItaliaDopo l’intelligenza artificiale, il quantum computing: l’accordo governo-IonQ e il ruolo dell’Italia
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Marco Pistoia shared thisIonQ Italia is bringing the full spectrum of #quantum technologies to Italy and Europe—spanning #QuantumComputing, #QuantumNetworking, #QuantumSecurity, and #QuantumSensing. I had the pleasure of discussing IonQ’s vision and concrete plans for Italy during a live roundtable hosted by Adnkronos, alongside Paola Catapano, Giovanni Acampora, and Marion Schneider, with an excellent moderation by Giorgio Rutelli. The conversation focused on how Italy can play a central role in the global quantum ecosystem—by leveraging its extraordinary scientific excellence, building industrial-scale capabilities, and fostering deep collaboration between industry, academia, and institutions. At IonQ, we strongly believe that Italy is not just a market, but a place where breakthrough quantum innovation can be developed and deployed. I invite you to watch the discussion to learn more about IonQ Italia’s roadmap and our commitment to making Italy a European hub for quantum technologies. https://lnkd.in/ee_HSgivVerso la World Tech Conference: Intelligenza Fisica e Nuove Frontiere dell’AIVerso la World Tech Conference: Intelligenza Fisica e Nuove Frontiere dell’AI
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Marco Pistoia liked thisI’m delighted to share that I’ve joined BMO as Managing Director. My sincere thanks to the many friends, colleagues, and mentors whose support, and perspective have meant a great deal. I’m thrilled to begin this next chapter and to work with my new colleagues at BMO. Thank you, Konstantin Goushin, for the warm welcome.Marco Pistoia liked thisI am thrilled to welcome Vivek Gupta to team BMO as Managing Director and Head of the Service Design and Performance team, part of the North American Treasury and Payments Solutions business. Great things ahead!
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Marco Pistoia liked thisMarco Pistoia liked thisToday we announce the commercial launch of Interferometric Synthetic Aperture Radar (InSAR) through our space missions line. This offering enables millimeter-precision ground deformation monitoring with fully automated tasking and data delivery – enabling customers to detect and track physical change on the Earth’s surface consistently, at a frequency and scale never previously available from a commercial SAR provider. Read our full announcement: https://bit.ly/4tKk5Ml
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Marco Pistoia liked thisMarco Pistoia liked thisHugely excited to be speaking at Q.Stack 2026 | Quantum Summit Italy on May 13 at the DAMA Tecnopolo in Bologna - home to the Leonardo supercomputer, the IT4LIA AI Factory, and Italy's largest quantum computing infrastructure! The event brings together Italian and international quantum leaders, early-adopter enterprises, institutions and research, with a strong focus on commercialisation and collaboration in the quantum industry. I've been getting closer to the Italian quantum ecosystem since establishing IonQ Italia, led by Marco Pistoia, and I am constantly impressed with its depth and breath. Thanks to HayStack Ventures for building real bridges between Italy's enterprise and talent ecosystem and the global quantum leaders, and Leonardo Giagnoni and Olivia Nicoletti, PhD for their exceptional organisation and vision. Join us! May 13 - DAMA Tecnopolo, Bologna There are still some last spots available: https://lnkd.in/ecfRU95d
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Marco Pistoia liked thisMarco Pistoia liked this70 centimeters of ground movement in a year. We measured it in 7 weeks. Today, IonQ is launching commercial InSAR — automated, millimeter-scale monitoring of physical change on the Earth's surface, from space. The technology itself isn't new. What's new is removing the friction at commercial scale: automated tasking, 3-day repeat cycles, dual orbital architecture enabling 3D deformation analysis. Set a collection schedule. The system handles the rest. That Mexico City demonstration — 18 acquisitions in seven weeks — would have taken months under conventional approaches. For infrastructure operators, insurers, energy companies, and national security customers, that difference isn't incremental. It's early warning instead of incident response. Announcing this at GEOINT today. No better room for it.
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Marco Pistoia reacted on thisMarco Pistoia reacted on thisOggi 27 Aprile, nel giorno del compleanno di Papà, sono stata nominata Cavaliere della Repubblica Italiana, una grande emozione 🙏❤️ Today, April 27—Dad’s birthday—I was named a Knight of the Italian Republic. It’s such an honor 🙏❤️
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Marco Pistoia liked thisMarco Pistoia liked thisGreat to spend time this week at eMerge Americas and the LatAm Tech Forum (LTF) discussing the future of quantum technology, enterprise technology, and AI. A lot of energy around how quickly the space is moving—from foundational research to real-world systems and platforms. Appreciate the conversations and perspectives from across the ecosystem. Looking forward to continuing the dialogue.
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Master Inventor
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Publications
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Privacy Analysis of Android Apps: Implicit Flows and Quantitative Analysis
In Proc. 14th International Conference on Computer Information Systems and Industrial Management, CISIM 2015, Warsaw, Poland, September 24-26, 2015. Lecture Notes in Computer Science 9339, Springer 2015, pag. 3-23. ISBN 978-3-319-24368-9
See publicationA static analysis is presented, based on the theory of abstract interpretation, for verifying privacy policy compliance by mobile applications. This includes instances where, for example, the application releases the user’s location or device ID without authorization. It properly extends previous work on datacentric semantics for verification of privacy policy compliance by mobile applications by (i) tracking implicit information flow, and (ii) performing a quantitative analysis of information…
A static analysis is presented, based on the theory of abstract interpretation, for verifying privacy policy compliance by mobile applications. This includes instances where, for example, the application releases the user’s location or device ID without authorization. It properly extends previous work on datacentric semantics for verification of privacy policy compliance by mobile applications by (i) tracking implicit information flow, and (ii) performing a quantitative analysis of information leakage. This yields to a novel combination of qualitative and quantitative analyses of information flows in mobile applications.
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Enabling Bring-Your-Own-Device Using Mobile Application Instrumentation.
BM Journal of Research and Development: Volume 57, Issue 6 (2013), Page 7:1 - 7:11.
Many enterprises are investigating Bring-Your-Own-Device (BYOD) policies, which allow employees to use their personal devices in the workplace. This has led to mixed-use scenarios, where consumer and enterprise software are installed on the same device. In this paper, we describe the Secured Application Framework for Enterprise (SAFE), a comprehensive system for enabling BYOD that allows enterprise and consumer applications to coexist side-by-side on the device. Rather than partition the device…
Many enterprises are investigating Bring-Your-Own-Device (BYOD) policies, which allow employees to use their personal devices in the workplace. This has led to mixed-use scenarios, where consumer and enterprise software are installed on the same device. In this paper, we describe the Secured Application Framework for Enterprise (SAFE), a comprehensive system for enabling BYOD that allows enterprise and consumer applications to coexist side-by-side on the device. Rather than partition the device by profiles, SAFE embeds enterprise functions in each enterprise application; this allows for a seamless user experience and minimal intrusiveness on the part of the enterprise. We describe the SAFE toolset that implements the embedding of the SAFE instrumentation layer, and then provide an overview of several enterprise features that can be configured using SAFE. Specifically, we describe modeling for analytics, testing and replay, anomaly detection, and cloud data services, all enterprise features that can transparently be added to mobile applications.
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Modular String-Sensitive Permission Analysis with Demand-Driven Precision
International Conference on Software Engineering (ICSE)
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The Case for Analysis Preserving Language Transformation
International Symposium on Software Testing and Analysis (ISSTA)
Patents
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Automatic optimization of string allocations in a computer program
Issued US 8,473,899
See patentAccess is obtained to an input object-oriented computer program. In the input object-oriented computer program, semantically equivalent objects are identified, which exist in different memory locations. If at least one of: a number of occurrences for the semantically equivalent objects exceeds a first threshold value, the threshold value being at least two; and a number of equality tests on the semantically equivalent objects exceeds a second threshold value, then a further step includes…
Access is obtained to an input object-oriented computer program. In the input object-oriented computer program, semantically equivalent objects are identified, which exist in different memory locations. If at least one of: a number of occurrences for the semantically equivalent objects exceeds a first threshold value, the threshold value being at least two; and a number of equality tests on the semantically equivalent objects exceeds a second threshold value, then a further step includes identifying an application program interface to reduce the semantically equivalent objects to a single object in a single memory location.
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INCREMENTAL STATIC ANALYSIS
Filed US 12/873,219
See patentA system, method and computer program product for incremental static analysis, including a change impact analyzer for identifying a changed portion of a computer software (e.g., an application), where the changed portion was changed subsequent to performing a static analysis on the application, a static analysis result invalidator for invalidating any static analysis result that is dependent on the changed portion, and an incremental static analyzer for performing a first incremental static…
A system, method and computer program product for incremental static analysis, including a change impact analyzer for identifying a changed portion of a computer software (e.g., an application), where the changed portion was changed subsequent to performing a static analysis on the application, a static analysis result invalidator for invalidating any static analysis result that is dependent on the changed portion, and an incremental static analyzer for performing a first incremental static analysis on at least the changed portion, presenting the results of the first incremental static analysis, receiving a request to provide additional information regarding a selected result of the first incremental static analysis, performing, responsive to receiving the request, a second incremental static analysis on any portion of the application to gather the additional information, and presenting results of the second incremental static analysis, thereby providing the additional information regarding the selected result of the first incremental static analysis.
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Earlence Fernandes
Our report from the SAGAI workshop (with IEEE S&P 2025) is now out: https://lnkd.in/g39ZG9GQ It defines the "systems security" approach for AI agents and highlights the research challenges that arise when applying systems principles. This is version 1, and a version 2 is coming soon with additional insights!
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Siavash Alamouti
Our paper, "Evaluating Device-First Continuum AI (DFC-AI) for Autonomous Operations in the Energy Sector," has been submitted for publication to the IEEE Transactions on Industrial Informatics. This research evaluates the application of Device-First Continuum AI (DFC-AI), an architecture designed for autonomous operation, to critical energy sector scenarios. Key findings include: DFC-AI maintains full operational capability during network outages, where cloud and gateway-based systems experience failure. The architecture's zero-configuration GPU discovery and heterogeneous device clustering are demonstrated to be particularly well-suited for remote oil fields, offshore platforms, and challenging industrial environments. The evaluation shows significant latency reduction and energy savings compared to cloud architectures, while offering consistent cost savings over gateway-based edge AI solutions for most energy sector workloads. A preprint of the paper is available on arXiv for immediate access: https://lnkd.in/gzvgZ7KV Authors: Siavash Alamouti , Fay Arjomandi , Michel Burger, and Dr.-Ing. Bashar Altakrouri #AI #EnergySector #IndustrialInformatics #EdgeAI #AutonomousSystems #SmartGrid #DFCAI #IEEETII #arXiv mimik aramco aramco digital ADNOC Group Chevron Shell Siemens Schneider Electric Kent
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Bernardo Huberman
Modern society relies on precise and secure time synchronization to maintain the coherence of global communications, finance, and critical infrastructure. While classical protocols offer nanosecond level precision, they remain vulnerable to spoofing and delay attacks. Quantum methods provide a robust alternative, enhancing both precision and security. We demonstrated a quantum synchronization protocol across a star shaped network that achieves picosecond scale accuracy using commercially available hardware. https://lnkd.in/eadf9Xgn
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Dennis Lucarelli
Professor Isidori taught us that non-linear control laws flow from the "proper choice of coordinates." And that's exactly what Evangelos Piliouras did in this work. By parameterizing the cusp of closed curve in SO(3) coordinates, the target quantum gate is easily fixed at the outset, ensuring perfect gate fidelity prior to optimization. Throw in a little Gradient Ascent in the Function Space of closed curves (ensuring dephasing robustness) and then we can optimize to mitigate control amplitude errors, non-Markovian noise, and create experimentally-friendly, smooth, band-limited control pulses.
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Douglas Fisher
The Computing Community Consortium (CCC) of the Computing Research Association (CRA) has released two future visioning documents, one on a future for AI research. Having just finished our book on Artificial Intelligence for Academic Libraries, which is now shipping, Clifford Anderson and I wrote on some of the same possibilities that the CRA/CCC did: https://lnkd.in/ecaph6Vp . What CRA/CCC calls the symbolic and sub-symbolic paradigms, we called the deliberative AI (analogous to conscious, System 2 human thought), and reflexive (as in reflex) AI (analogous to subconscious, System 1 thought) paradigms, the latter of which includes deep learning, generative AIs, etc. The hybridization, and undoubtedly eventual unification, of these two paradigms is the future of AI, and its already underway (and as an interesting aside -- its striking that AIs with substantial generative, System 1 component processes are threatening to displace substantial System 2 thought in humans) Cliff and I discussed a visioning document from the combined efforts of the Association for Research Libraries (ARL) and Coalition of Networked Information (CNI): https://lnkd.in/gpcf6NdU . I saw some complementary themes between the ARL/CNI document and the CRA/CCC document, and I have had productive experiences with generative AI on inter-document analysis. See my exchange with ChatGPT 4o for an inter-document analysis of the two recent AI future documents from organizations representing obvious alliances between AI researchers and academic libraries. It's a good comparison. https://lnkd.in/gZUawg-P David Jensen Mary Lou Maher
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Pablo Rivas
The newly released IEEE Std 7003‑2024 provides a rigorous framework for bias management in autonomous intelligent systems, including a structured bias profile, stakeholder mapping, and continuous risk assessment. Our recent evaluation highlights its strengths in transparency and accountability, while suggesting the addition of quantitative metrics and sector‑specific guidance. We invite professionals to consider how this standard may reshape responsible AI development in their domains. Detailed insights are available at https://lnkd.in/gCTuGXct #IEEE7003 #ResponsibleAI #AIethics
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Anton Lokhmotov
Precisely. 8 years ago, Steve Brierley from Riverlane and I started a collaboration on #benchmarking #quantum systems, inspired by benchmarking #AI systems. Since then, there has been progress on both sides, notably the emergence of MLPerf as the de facto standard for the latter. Curious if quantum computing has reached a similar tipping point for building a strong community around benchmarking?
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