Technology
IDTechEx Asks Which Real-World Applications Commercial Players Are Developing With Quantum Computers Today
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2 years agoon
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BOSTON, May 23, 2024 /PRNewswire/ — The risk of missing out on the competitive advantage quantum computing offers is rising. Governments and private investors worldwide are placing multi-billion-dollar bets that the industry will produce huge long-term returns. Yet, for this to be realized, the theoretical advantage of quantum computers must be translated into real-world commercial value. In this article, IDTechEx explores which applications are being developed today across the materials, chemical, automotive, finance, and healthcare industries.
For more information on the technology differentials of quantum computing hardware platforms, timelines for commercial readiness, and twenty-year market forecasts, see the IDTechEx report, “Quantum Computing Market 2024-2044: Technology, Trends, Players, Forecasts“.
The quantum advantage simplified
Quantum computers use quantum bits instead of classical bits. Their special quantum properties allow them to represent both a ‘1’ and a ‘0’ at once in superposition and work together in an entangled group. Without understanding the physics behind this and how it works, what matters most from an end-user perspective is its impact on computational capabilities. In a classical machine, N number of bits can represent N number of states. By contrast, in a gate-based quantum computer N number of qubits can represent 2N number of states. Or, as put by Sir Peter Knight at the New Scientist Emerging Technology Summit 2024, just 300 good qubits could represent more states than there are atoms in the visible universe. This not only exponentially reduces the time it can take to solve certain existing problems but also provides a means to tackle harder and more complex ones.
For now, classical supercomputers have trillions of classical bits, and many quantum computers available only have a handful of useful qubits. Yet as worldwide efforts are concentrated on scaling up the hardware, end-users are already developing real-world use-cases. This trend can be found across multiple industry verticals, with many players angling to become early adopters and realize a competitive advantage as soon as it is available.
A qualitative assessment of how timelines to commercial value can be tracked by the use-case development stage of end-users and the progression in hardware development. The marker of ‘today’ is an average across both gate-based and annealing platforms. Source: IDTechEx
Material simulation: drugs discovery and battery chemistry
Simulating material properties at the nanoscale, or other words at the atomic level, is incredibly compute-intensive with classical machines. Moreover, some of these simulations have a reputation for not being particularly accurate—for example, predicting that an insulating material will be a conductor.
This has an impact in fields dependent on material discovery and simulation across many industry verticals, which is infamous for being a very time-consuming and costly experimental process. However, in parallel with the interest in materials informatics to solve this challenge are many investigations into the application of quantum computing to significantly accelerate materials discovery timelines.
One important example of this is within drug discovery. Players such as Janssen Pharmaceuticals are investigating how quantum computing can be used to make screening of potential drug candidates more efficient, as well as be applied for molecular simulations. This work can specifically relate to the applications in crystal structure predictions or binding affinity, as well as property predictions, including toxicity.
Material property simulation and target finding are also high-value problems in battery chemistry innovations. While classical approaches to materials informatics based on classical computing can enhance our understanding of battery chemistry, it is likely to remain less efficient than quantum computing at modeling chemical reactions at a molecular or sub-atomic level. Simulations of electron interactions can also provide a more accurate understanding of chemical reactions at anodes and cathodes, such as the degradation-inducing formation of oxides. Quantum computing can thus accelerate the development of higher-performance batteries by performing calculations beyond the capability of their classical counterparts.
Banking and Finance: pricing optimization and fraud detection
The finance sector has been amongst the earliest to engage with quantum technology. This is in part because of the criticality of robust data security in finance and, as such, preparing for the risks posed by quantum computing alongside the integration of quantum communications solutions such as quantum key distribution and post-quantum cryptography.
However, beyond the quantum risks to finance, there are also a host of potential opportunities, specifically in pricing optimization and fraud detection. With quantum computing, pricing optimization could consider many more influencing factors than it does today, evaluating the combined impact of currency, location, sustainability, supply chain, geopolitics, and more. As for fraud detection, the capability to analyze banking activity with a quantum computer could make security protocols much more streamlined. The erroneously blocked card upon the purchase of the first holiday coffee would become a thing of the past.
At the 2024 New Scientist Emerging Technology Summit, HSBC outlined their strategy of building dedicated in-house expertise to develop quantum-ready products in these areas – which can be deployed as soon as the hardware is ready. Yet HSBC are not alone in exploring quantum computing – indeed, there is activity from Goldman Sachs, JP Morgan, Barclays, Mastercard, Citi, and many more. However, some of these companies are choosing to use third parties to build use cases rather than invest in in-house teams. In the current era of a quantum talent shortage, particularly within industry, the role of the expert middleman is looking particularly lucrative.
Automotive and Aerospace: Fluid dynamics and the paint shop problem
The mega-trends in future mobility are broadly electrification and autonomy. Of course, the applications in battery chemistry simulations are of keen interest to the automotive community – who are amongst the most active in this research area from a commercial side. This is covered in much more depth in the IDTechEx Quantum Computing report. However, outside of material discovery – quantum computing also offers an edge in other areas, such as fluid dynamics and logistics.
Computational fluid dynamics (CFD) simulations are a crucial part of the design process within both automotive and aerospace. However, for very complex scenarios, the hypothesis of industry leaders such as Rolls Royce is than for iterative design of jet engine designs – the efficiency of a quantum solution could be hugely valuable.
By contrast, the application of quantum computing to logistics and operations more widely could be transformative. The multi-car paint shop problem is an example similar to the pricing optimizations within finance, whereby workflow scheduling, which accounts for a higher number of variables, will likely be better solved with a quantum computer. For example, D-wave are already ramping up productions scale deployment of an auto-scheduling product using annealing with partners of the Pattison Food Group.
Market Outlook and Conclusions
Overall, the general themes of ‘optimization and complex simulation problems’ come up time and time again as killer applications for quantum computers. Across the pharmaceutical, chemical, healthcare, automotive, finance, aerospace industries, and more – quantum expertise is rising in value.
Even though skepticism remains in some instances as to the likelihood of a universal, large-scale fault-tolerant quantum computer ever being realized as promised, there is even more disagreement as to what timelines value will realistically be realized within each industry.
Yet, for many, the risk of missing out and falling behind is too high not to engage. Looking ahead, IDTechEx anticipates the rising awareness of the risks posed by quantum technology, specifically within quantum communications and data security, will likely become a gateway for more commercial players to begin considering the opportunities quantum computing could bring them. Going forward, potential end-users must tread the line of being neither too cautious nor too enthusiastic in response to ‘quantum hype’.
With so many competing quantum computing technologies across a fragmented landscape, understanding the differences between each approach is essential in identifying realistic opportunities for growth within this exciting industry. IDTechEx’s report “Quantum Computing Market 2024-2044: Technology, Trends, Players, Forecasts” covers the hardware that promises a revolutionary approach to solving the world’s unmet challenges. Drawing on extensive primary and secondary research, including interviews with companies and attendance at multiple conferences, this report provides an in-depth evaluation of the competing quantum computing technologies: superconducting, silicon-spin, photonic, trapped-ion, neutral-atom, topological, diamond-defect, and more.
To find out more about this report, including downloadable sample pages, please visit www.IDTechEx.com/QuantumComputing.
For the full portfolio of quantum technologies market research from IDTechEx, including the broader Quantum Technology Market and more in-depth research relating to Quantum Communications and Quantum Sensors, please visit www.IDTechEx.com/Research/Quantum.
About IDTechEx:
IDTechEx provides trusted independent research on emerging technologies and their markets. Since 1999, we have been helping our clients to understand new technologies, their supply chains, market requirements, opportunities and forecasts. For more information, contact research@IDTechEx.com or visit www.IDTechEx.com.
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Technology
Black Lake Technologies Shortlisted as SAIL Award TOP30 Finalist and Selected as Global Industrial AI Flagship Case, Showcasing Latest Industrial Agent at WAIC 2026
Published
49 minutes agoon
July 18, 2026By
SHANGHAI, July 18, 2026 /PRNewswire/ — The 2026 World Artificial Intelligence Conference (WAIC) opened in Shanghai on July 17. Shanghai Blacklake Technologies Co., Ltd. (“Black Lake”), an industrial AI company, is showcasing a portfolio of industrial AI agents at the conference. The company has also been named to the Top 30 shortlist for the 2026 WAIC Super AI Leader (SAIL) Award and selected as a Trusted Partner under the Global Call for Trusted Partners for Industrial AI in the Global South.
The accreditations highlight Black Lake’s latest progress in bringing AI into critical manufacturing decision-making workflows and deploying industrial AI capabilities on the shop floor around the world.
This year’s conference attracted over 1,100 exhibiting companies and showcased more than 3,000 exhibits, setting a new record for exhibition scale. The conference delivered a clear signal: as artificial intelligence becomes a common priority across global industries, attention is moving beyond model capabilities toward practical applications in real-world operating environments.
Manufacturing provides a particularly demanding test for this transition. Factory operations are governed by multiple constraints, including process specifications, equipment capabilities, material availability, production capacity, delivery schedules and quality requirements. Therefore, AI has to do so much more than simply comprehend information input. It must make reliable judgments within clearly defined business rules and operational constraints.
Black Lake has focused on industrial digitalization and industrial AI for years, developing and deploying AI applications in a range of factory environments.
At WAIC 2026, the company is presenting industrial AI agents covering order splitting and process planning, quotation and pricing, procurement, production scheduling, quality inspection, and order tracking. These applications are designed to move AI beyond an auxiliary role and into critical manufacturing decision-making workflows.
Traditional industrial software is primarily responsible for data recording, digital workflows, and worker coordination. However, critical decisions such as how to split an order, determine pricing, schedule production, and assess quality risks still depend heavily on the experience of engineers and frontline workers.
Industrial AI agents are intended to convert fragmented industrial knowledge and production experience into decision-making capabilities that can be invoked, reused and continuously refined by software systems.
Order decomposition and process planning are representative examples. After receiving an engineering drawing, a factory typically relies on experienced engineers to identify components, materials and dimensions, define the required manufacturing processes and technical specifications, and establish a basis for subsequent quotation and quality inspection.
The process is highly dependent on individual expertise and represents one of the first critical decision points after an order is received.
Black Lake Technologies’ CAD-to-Process Agent can understand product drawings and, taking into account the factory’s equipment capabilities, process requirements, and production practices, rapidly generate process steps along with the corresponding technical requirements. Drawing analysis that once took hours can now be completed in approximately one minute, achieving an accuracy rate of over 95% in real deployment and providing engineers with stable, efficient decision support. Currently, the industrial agents developed by the company cover core processes including design, scheduling, production, and quality inspection, and have entered the stage of large-scale deployment.
Founded in 2016, Black Lake serves nearly 40,000 factories worldwide. Its customers span more than 30 industries, including food and beverage, automotive components and equipment manufacturing.
By working across factory order management, production and fulfillment workflows, Black Lake has accumulated the technical capabilities and industry knowledge required to support decision-making in complex industrial environments.
In April 2026, Black Lake completed a Series D funding round of nearly RMB 1 billion. The company said the proceeds would primarily be used to accelerate the deployment of its industrial AI products and support its international expansion.
AI-related products are becoming a new source of growth for the company. In a recent interview, Black Lake founder and CEO Zhou Yuxiang said that the company had recorded significant growth in AI-related revenue since the beginning of 2026. He also said that manufacturing customers were taking less time to make purchasing decisions for industrial AI agents.
Zhou expects AI adoption among Chinese factories to increase substantially over the next three to four years.
Unlike consumer-facing AI, which is primarily associated with content generation and personal productivity, industrial AI agents can directly affect production costs, capacity utilization, delivery performance, and product quality. Their commercial value therefore depends largely on whether they can perform specific tasks reliably in complex production environments.
During WAIC 2026, Black Lake was named to the Top 30 shortlist for the 2026 Super AI Leader (SAIL) Award. The SAIL Award is one of WAIC’s major awards and recognizes achievements in technological breakthroughs, application innovation, and industrial value.
Black Lake was also selected as a Trusted Partner under UNIDO’s Global Call for Trusted Partners for Industrial AI in the Global South.
The Global Call was launched under the guidance of the United Nations Industrial Development Organization (UNIDO), in partnership with the Shanghai Artificial Intelligence Research Institute, and in connection with the work of UNIDO AIM Global and its Shanghai-based Centre of Excellence.
The initiative aims to build a curated pool of leading partners to co-develop scalable industrial AI solutions and public goods for the Global South.
For Black Lake, the two accreditations underscore the growing importance of reliability, explainability, and scalability in the evaluation of industrial AI, in addition to the capabilities of AI models.
Global expansion will be a major priority in the company’s next phase of development. Black Lake is currently focusing on Southeast Asia, Latin America and Eastern Europe, adapting its industrial AI agents to the industrial structures, production processes and management requirements of different markets.
Although manufacturing operations vary across countries and regions, manufacturers share similar concerns about efficiency, quality, delivery reliability and production flexibility.
Black Lake is transforming industrial AI capabilities that have been validated in complex factory environments into configurable and deployable products. Through these products, the company aims to work with manufacturers worldwide to explore more efficient, flexible and intelligent approaches to production.
SOURCE Black Lake
Technology
76% of Coupon Codes Work at Checkout, but Most Failures Trace Back to Terms Shoppers Never Read, CouponDopa Study Finds
Published
2 hours agoon
July 18, 2026By
Study Finds 76% of Coupon Codes Work at Checkout
NEW YORK, July 18, 2026 /PRNewswire-PRWeb/ — Multi-country research across 11 regions finds that most coupon code failures were not due to expired codes, but to terms and conditions shoppers did not check before checkout.
A new study testing 1,000 coupon codes across 11 countries found that three in four online discount codes applied successfully at checkout, while the remaining failures were tied more often to unmet terms than to expired or invalid codes.
The research was conducted by CouponDopa, a multi-regional coupon platform operating in 11 countries. Codes were tested across multiple retail categories in July 2026 to measure real checkout success rates.
KEY FINDINGS
Overall success rate: 76%. Overall failure rate: 24%. Highest-performing country: Netherlands, 81%. Lowest-performing countries: Poland and Italy, tied at 70%. Highest-performing category: Electronics. Lowest-performing category: Travel. Desktop success rate: 78%. Mobile success rate: 74%.
The study’s most significant finding was not the failure rate itself, but the reasons behind it.
“The assumption most shoppers make is that a coupon code doesn’t work because it’s expired,” said Anderson Joe, CMO at CouponDopa. “Our testing found that expiry was rarely the primary issue. In most failed attempts, the code was still active, but the shopper’s cart did not meet a listed condition, such as a minimum spend or a region restriction.”
WHY COUPON CODES ACTUALLY FAIL
Minimum spend not met: the most common reason for failure across all 11 regions, since many codes require a basket value above a set threshold.Region-specific restrictions: codes valid in one country frequently failed in another.Unread terms and conditions: codes were applied to excluded categories, sale items, or specific product ranges without checking eligibility first.Delivery and shipping thresholds: free shipping codes requiring a minimum order value were sometimes mistaken for blanket offers.
No exact percentage breakdown of failure causes is available. Minimum spend is confirmed as the single most common cause; the other three were not ranked against each other.
“In our view, a code that fails because of an unmet minimum spend is not necessarily a broken code,” said Anderson. “It may simply be a condition the shopper did not see before checkout.”
REGIONAL FINDINGS — NETHERLANDS LEADS
Country Success Rate
Netherlands 81%
Germany 79%
United States 77%
Canada 77%
United Kingdom 76%
Australia 75%
New Zealand 74%
France 73%
Spain 72%
Poland 70%
Italy 70%
Netherlands recorded the highest success rate of the 11 regions tested. Germany followed closely. The United Kingdom matched the overall study average, and Canada and the United States recorded the same rate. Poland and Italy recorded the lowest rates in the study, tied at 70%.
ELECTRONICS OUTPERFORMS TRAVEL
Electronics recorded the highest coupon code success rate of any category tested, at 80%, while travel recorded the lowest, at 69%.
“Electronics codes in our sample tended to carry fewer conditions,” noted Anderson Joe. “Travel codes more often included conditions tied to dates, destinations, or booking windows, which may explain the difference.”
MOBILE SHOPPERS RECORD LOWER SUCCESS RATES
Desktop checkouts recorded a 78% success rate compared with 74% for mobile, a 4-point gap. Researchers said the difference may relate to how terms are displayed on smaller screens, though this was not directly tested.
“We saw a consistent gap between desktop and mobile across our markets,” said Anderson Joe. “We can’t say precisely why from this data alone, but it’s a pattern worth further study.”
ABOUT THE STUDY
CouponDopa tested 1,000 coupon codes across 11 countries during July 2026, across electronics, fashion, food delivery, travel, beauty, and home categories. Codes were manually tested at real checkouts on desktop and mobile. A code counted as successful only when the discount appeared in the checkout total. Failed codes were categorized by reason. Read the complete methodology available at CouponDopa tested 1000 coupon codes in 11 regions.
ABOUT COUPONDOPA
CouponDopa is a multi-regional coupon and discount platform operating across 11 countries. CouponDopa verifies coupon codes across hundreds of brands before publishing, providing shoppers with discount information across major retail categories, including verified codes available on CouponDopa’s store pages.
MEDIA CONTACT
Organization: Coupondopa
Contact Person Name: Anderson Joe
Website: https://www.coupondopa.com/
Email: info@coupondopa.com
Contact Number: +1 (530) 269-6377
Address: 165 ithaca Bayshore NY, 11706 USA
City: Bay Shore
State: NY
Country: United States
Media Contact
Anderson Joe, Coupondopa, 1 631 404-9968, coupondopa@gmail.com, https://www.coupondopa.com/
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SOURCE CouponDopa
Technology
Global Times: Head-of-state diplomacy shines at WAIC, fostering ties and advancing global governance consensus
Published
6 hours agoon
July 18, 2026By
BEIJING, July 17, 2026 /PRNewswire/ — Chinese President Xi Jinping on Friday held a series of high-level meetings on the sidelines of the 2026 World Artificial Intelligence Conference (WAIC) and High-Level Meeting on Global AI Governance in Shanghai, sitting down successively with Thai Prime Minister Anutin Charnvirakul, Cambodian Prime Minister Hun Manet, and UN Secretary-General António Guterres. The bustling diplomatic activity transformed the WAIC from a premier showcase of AI technologies and industrial breakthroughs into a vibrant platform for head-of-state diplomacy and global governance coordination.
Analysts said hosting intensive head-of-state diplomatic events in Shanghai, a core hub of reform, opening-up and technological innovation, carries profound meaning. In addition, Friday’s high-level meetings embody the innovative model of “technology builds the stage while diplomacy takes the leading role.” It not only deepens China’s bilateral relations with ASEAN members, but also helps advance inclusive global AI governance centered on the UN mechanism.
Strategic guidance
According to the two separate official releases by Xinhua, during his meetings with the prime ministers of Thailand and Cambodia, President Xi spoke of the long-standing friendship China shares with both nations. He called on China and Thailand, as well as China and Cambodia, to join hands to advance the development of their respective communities with a shared future.
Furthermore, the Chinese leader stressed the need for China to expand pragmatic cooperation with Thailand and Cambodia respectively across traditional and emerging sectors, and work with each country to jointly crack down on cross-border crimes such as online gambling and telecom fraud, according to Xinhua.
He called for the proper handling of border frictions between Thailand and Cambodia and called on the two sides to resolve disputes through dialogue and consultation, with China standing ready to continue playing a constructive role in this regard, per Xinhua.
During their respective meetings with the Chinese leader, the prime ministers of Thailand and Cambodia both expressed willingness to deepen multi-field cooperation with China and spoke highly of China’s positive efforts to facilitate the peaceful settlement of the Thailand-Cambodia border conflicts.
Xu Liping, Director of the Center for Southeast Asian Studies at the Chinese Academy of Social Sciences, told the Global Times that head-of-state diplomacy has charted the fundamental course for the advancement of China’s ties with both Cambodia and Thailand.
WAIC exemplifies the innovative model of “technology builds the platform, while diplomacy takes the leading role,” said Xu, “In addition, AI cooperation is also expected to serve as a vital entry point to further deepen and substantiate China’s ties with Thailand and Cambodia going forward.”
Furthermore, addressing the sensitive and thorny Thailand-Cambodia border dispute amid the relatively relaxed atmosphere of a tech summit enables all relevant parties to handle differences in a rational and pragmatic manner, which embodies Eastern wisdom and an Asian approach to resolving issues, said Xu.
The year 2026 marks the fifth anniversary of the establishment of the China-ASEAN comprehensive strategic partnership, witnessing the official rollout of the new Plan of Action on the China-ASEAN Comprehensive Strategic Partnership (2026-2030). It also kicks off the implementation of China’s 15th Five-Year Plan.
The critical juncture offers a perfect window to align China’s development plans closely with the national development strategies of Global South countries and ASEAN members, said Xu. “Thailand and Cambodia’s willingness to ramp up cooperation with China mirrors the aspiration of the majority of ASEAN members to leverage China’s development dividends and pursue win-win outcomes and common prosperity in the region.”
Firm support for UN
In his meeting with UN Secretary-General Antonio Guterres on Friday, Xi reiterated China’s firm support for the UN.
Noting that this year marks the 55th anniversary of the restoration of the lawful seat of the People’s Republic of China at the UN, the Chinese leader said China has since been committed to building world peace, contributing to global development, defending international order, and firmly supporting the UN, Xinhua reported.
Xi added that he proposed the vision of building a community with a shared future for humanity and the four global initiatives with one important consideration in mind – to uphold the status and authority of the UN.
Currently, the international landscape is marked by more pronounced changes and turbulence, making it all the more necessary to practice true multilateralism and reinvigorate the status and role of the UN, he said.
Guterres commended China for its steadfast support for multilateralism, the cause of the UN, and international cooperation, saying that China has set an example for the world.
Guterres said the UN will continue to strengthen cooperation with China, oppose unilateralism, protectionism, and hegemonic bullying, safeguard the UN Charter and international law, as well as advance the process toward a multipolar world.
At this pivotal juncture where talks on AI development and UN multilateral governance converge, China, leveraging head-of-state diplomacy as a top-tier platform, has elaborated in a systematic manner its vision for global governance in the AI era, Wang Yiwei, a professor at the School of International Studies, Renmin University of China, told the Global Times.
He added that China’s emphasis on the UN-centered global governance architecture will further strengthen the UN’s authority and operational capacity.
Before the official opening of the WAIC, on Thursday, representatives from 29 countries, including Kazakhstan, Laos, Pakistan, Russia and Indonesia, signed an agreement on establishing the World Artificial Intelligence Cooperation Organization (WAICO) in Shanghai. UN chief Guterres was among representatives from countries and international organizations present at the signing ceremony.
According to the agreement, WAICO will be an independent intergovernmental international organization, which aims to promote international cooperation and global governance on AI, ensuring that AI is beneficial, safe and fair, thereby promoting its healthy and orderly development to benefit all humanity.
President Xi on Friday also announced that in the next five years, China will provide developing countries with 5,000 opportunities in AI training and seminar programs. China will also develop international AI application cooperation centers with the ASEAN, the League of Arab States, the African Union, the Community of Latin American and Caribbean States, the Shanghai Cooperation Organization, and BRICS.
However, some international media, including Reuters and Nikkei, used the term “AI diplomacy” describing the grand gathering in Shanghai, claiming that Beijing seeks a new global AI order, challenging US dominance.
In rebuttal, Wang pointed out that China advocates open, inclusive technology that lets AI benefit all humanity under the vision of “AI for All”. In contrast, the US adheres to a mindset of “All for AI”, weaponizing AI for geopolitical rivalry and aiming to outpace China in technological competition. Driven by the “America First” doctrine and capital-centric priorities, Washington’s approach forms a sharp contrast with China’s.
Meanwhile, China’s resolute commitment to upholding the UN system underscores that for China and a wide array of Global South countries, the sensible path lies in reforming and improving the existing global governance architecture rather than discarding it to build parallel institutions from scratch, the expert added.
This article first appeared on Global Times
View original content:https://www.prnewswire.com/news-releases/global-times-head-of-state-diplomacy-shines-at-waic-fostering-ties-and-advancing-global-governance-consensus-302828946.html
SOURCE Global Times
Black Lake Technologies Shortlisted as SAIL Award TOP30 Finalist and Selected as Global Industrial AI Flagship Case, Showcasing Latest Industrial Agent at WAIC 2026
76% of Coupon Codes Work at Checkout, but Most Failures Trace Back to Terms Shoppers Never Read, CouponDopa Study Finds
Global Times: Head-of-state diplomacy shines at WAIC, fostering ties and advancing global governance consensus
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