Q ctrl - 3. Start a Boulder Opal session. Import the Q-CTRL Python package in your Jupyter notebook or Python script, and start a session by creating a Qctrl object: # Import Q-CTRL Python package. from qctrl import Qctrl # Start a Boulder Opal session. qctrl = Qctrl() If you are a member of multiple organizations, you must specify which organization's ...

 
LOS ANGELES/Tel Aviv, September 9, 2020 – Q-CTRL, a startup that applies the principles of control engineering to accelerate the development of quantum technology, and Quantum Machines, creator of the first complete hardware and software solution for the control and operation of quantum computers, today announced a global commercial partnership to integrate Q-CTRL’s firmware into Quantum ... . Disney zip hoodie women

CTRL Shortcuts From A-Z. CTRL + A = Select text. CTRL + B = Bold text. CTRL + C = Copy text. CTRL + D = Open font formatting window. CTRL + E = Center text. CTRL + F = Find a phrase. CTRL + G = Go To a specific page or bookmark. CTRL + H = Replace text with another text or replace text with different formatting.There are many good things to say about Q-CTRL. 1. Independently if you believe in the future of this industry, the challenges are real and fascinating. At Q-CTRL you'll get a chance to work on these interesting problems and you'll have a chance to learn a lot about quantum physics, about machine learning, control theory and many other tools. 2.May 18, 2022 · Keyboard shortcut Action; Windows key (or Ctrl + Esc) Open Start menu. Ctrl + Arrow keys: Change Start menu size. Ctrl + Shift + Esc: Open Task Manager. Quantum sensing allows you to see the world in a new way by detecting gravity, magnetic fields, and acceleration with unprecedented sensitivity and stability. We develop new in-house sensor designs and operating software to make quantum sensors useful in the field. Applications span gravimetry, accelerometry, and magnetometry for ISR, minerals ... Q-CTRL has been an inaugural member of the IBM Quantum Startup network since 2018, and recently announced that Q-CTRL’s performance management software would run natively on IBM quantum computers. The company has announced partnerships with end-users Xerox PARC, Capgemini, and Transport for NSW to deliver useful quantum computing to enterprise.Q-CTRL’s Black Opal training course is designed for software engineers, security analysts and data scientists and includes more than 90 modules about quantum computing. If you’re fuzzy on the ...Q-CTRL and OQC at Q2B Tokyo. Both Q-CTRL and OQC will be present at Q2B Tokyo, an international conference uniting academics, end users, government officials and vendors to discuss the progress and future of the quantum industry. Q-CTRL CEO and Founder, Michael J. Biercuk, will present initial benchmarking results from the collaboration in a ...Gain critical insights with the Q-CTRL difference. Quantum sensors are poised to revolutionize industries from health to minerals to defense. Our globally unique “ software-ruggedized ” cold-atom quantum sensors are operational in the real environments you care about. From maritime to airborne applications, our devices go where the ...q-ctrl.com; Learn more about verified organizations. Overview Repositories Packages People README.md. Hi there! We're Q-CTRL (kjuː kənˈtrəʊl), and we make ... Q-CTRL is Australia's first venture-capital-backed quantum tech company and is using control to solve the hardest problems facing #quantumtechnology, improving hardware performance and ...Enabling developers and researchers to gain better insights, faster. Fire Opal packages a comprehensive suite of best-in-class AI-driven quantum control techniques into a simple tool. Suppress errors in hardware and circuit execution with a single command. Read the docs.Jul 18, 2023 · Q-CTRL and OQC will be present at Q2B Tokyo, an international conference uniting academics, end users, government officials and vendors to discuss the progress and future of the quantum industry. Q-CTRL CEO and Founder, Michael J. Biercuk, will present initial benchmarking results from the collaboration in a keynote presentation on the first ... 1. An introduction to quantum computing 2. Quantum fundamentals 3. Quantum circuits and algorithms 4. Noise in quantum computing 5. The NISQ era and beyond Learn quantum computing Discover the fundamental physics principles that make quantum computers work in an intuitive way. Q-CTRL is a World Economic Forum Global Innovator, and is a member of the Quantum Economic Development Consortium, US Geospatial Intelligence Foundation, and the Tech Council of Australia. Q-CTRL is the recipient of Modern Manufacturing Initiative, Moon-to-Mars Supply Chain, and Next Generation Technology Fund awards.There are many good things to say about Q-CTRL. 1. Independently if you believe in the future of this industry, the challenges are real and fascinating. At Q-CTRL you'll get a chance to work on these interesting problems and you'll have a chance to learn a lot about quantum physics, about machine learning, control theory and many other tools. 2.Jan 31, 2023 · 1:54 PM PST • March 10, 2023 The panic sparked by the collapse of Silicon Valley Bank is spreading to China, the world’s second-largest venture capital market. Across social media platforms,... Q-CTRL is a World Economic Forum Global Innovator, and is a member of the Quantum Economic Development Consortium, US Geospatial Intelligence Foundation, and the Tech Council of Australia. Q-CTRL is the recipient of Modern Manufacturing Initiative, Moon-to-Mars Supply Chain, and Next Generation Technology Fund awards. Jul 18, 2023 · Q-CTRL and OQC will be present at Q2B Tokyo, an international conference uniting academics, end users, government officials and vendors to discuss the progress and future of the quantum industry. Q-CTRL CEO and Founder, Michael J. Biercuk, will present initial benchmarking results from the collaboration in a keynote presentation on the first ... Apr 11, 2018 · For Q-CTRL and our involvement with the IBM Q Network, that is of critical relevance. Our technology is about stabilising quantum systems to allow both hardware manufacturers as well as other start-ups to expand the application space of quantum computers. Gain critical insights with the Q-CTRL difference. Quantum sensors are poised to revolutionize industries from health to minerals to defense. Our globally unique “ software-ruggedized ” cold-atom quantum sensors are operational in the real environments you care about. From maritime to airborne applications, our devices go where the ...Q-CTRL. SYDNEY, March 3, 2021 — Q-CTRL, a startup that applies the principles of control engineering to power quantum technology, today announced it will provide the first quantum sensing and navigation technologies for space exploration beginning with uncrewed lunar missions by the SEVEN SISTERS space industry consortium in Australia.Glasgow, United Kingdom – QURECA (Quantum Resources & Careers) has teamed with Q-CTRL, an Australian-based technology company using quantum control to make quantum technology useful, to set an ambitious target to build a robust talent pipeline with a targeted focus on youth education through to making every C-Suite executive quantum ready through a new collaboration. Alt + 5. Switch to Date Calculation mode. Ctrl + M. Store in memory, in Standard mode, Scientific mode, and Programmer mode. Ctrl + P. Add to memory, in Standard mode, Scientific mode, and Programmer mode. Ctrl + Q. Subtract from memory, in Standard mode, Scientific mode, and Programmer mode. Ctrl + R.Q-CTRL is a global provider of quantum control infrastructure software with a stated goal to make quantum useful. Toward that end, the company recently announced the creation of a new quantum...Flexible and powerful tools for quantum research. Boulder Opal provides the cutting-edge techniques you need to solve your toughest research and development challenges, complete with managed access to powerful cloud-compute resources. Improve hardware performance. Deliver results faster.Ctrl+Arrow key. Enter the End mode, move to the next nonblank cell in the same column or row as the active cell, and turn off End mode. If the cells are blank, move to the last cell in the row or column. End, Arrow key. Move to the last cell on a worksheet, to the lowest used row of the rightmost used column. Ctrl+End. Q-CTRL is a World Economic Forum Global Innovator, and is a member of the Quantum Economic Development Consortium, US Geospatial Intelligence Foundation, and the Tech Council of Australia. Q-CTRL is the recipient of Modern Manufacturing Initiative, Moon-to-Mars Supply Chain, and Next Generation Technology Fund awards.Q-CTRL is a global provider of quantum control infrastructure software with a stated goal to make quantum useful. Toward that end, the company recently announced the creation of a new quantum...May 18, 2022 · Keyboard shortcut Action; Windows key (or Ctrl + Esc) Open Start menu. Ctrl + Arrow keys: Change Start menu size. Ctrl + Shift + Esc: Open Task Manager. Sep 9, 2020 · Q-CTRL and Quantum Machines, two of the better-known startups in the quantum control ecosystem, today announced a new partnership that will see Quantum Machines integrate ‘s quantum firmware ... Nov 19, 2021 · Q-CTRL’s Black Opal training course is designed for software engineers, security analysts and data scientists and includes more than 90 modules about quantum computing. If you’re fuzzy on the ... Aug 24, 2022 · Q-CTRL is a global provider of quantum control infrastructure software with a stated goal to make quantum useful. Toward that end, the company recently announced the creation of a new quantum... Jul 13, 2023 · image: Q-CTRL HP. アカデミアを飛び出し、スタートアップを創業した理由 ――あらためてですが、Q-CTRLを創業した経緯を教えてください。 私のバックグラウンドは物理学者で、現在もシドニー大学で量子物理学と量子技術の教授を務めています。 Q-CTRL’s quantum control infrastructure software for R&D professionals and quantum computing end users delivers the highest performance error-suppressing techniques globally, and provides a unique capability accelerating the pathway to the first useful quantum computers. This foundational capability also applies to a new generation of quantum ... Quantum control is able to improve the ability of quantum sensors to detect desired “target” signals and reject other sources of interference that can otherwise obscure the target. Our early studies have identified over 500x improvements in the ability of quantum sensors for gravity based on cold atoms to resist the interference caused when ...In honor of World Quantum Day, Q-CTRL will be offering two Black Opal Pro annual subscriptions for the price of one from April 14-20. Black Opal serves to build the quantum technology community by allowing anyone to learn quantum computing in minutes a day, irrespective of their backgrounds. It supports engineers and developers wanting to enter ...Aug 24, 2022 · Q-CTRL is a global provider of quantum control infrastructure software with a stated goal to make quantum useful. Toward that end, the company recently announced the creation of a new quantum... Ctrl + D (or Delete) Delete the selected item and move it to the Recycle Bin. Ctrl + E. Open Search (in most apps). Ctrl + R (or F5) Refresh the active window. Ctrl + Y. Redo an action. Ctrl + Right arrow. Move the cursor to the beginning of the next word. Ctrl + Left arrow. Move the cursor to the beginning of the previous word. Ctrl + Down arrow Nov 7, 2019 · LOS ANGELES, Nov. 7, 2019 -- Quantum computing start-up Q-CTRL today announced the opening of its U.S. headquarters in Los Angeles to serve its growing industrial and academic client base throughout the U.S. The goal of quantum computing is to leverage the exotic properties of physics found on tiny size scales to execute computations far beyond ... SYDNEY, Nov 8, 2022 – Q-CTRL, a global leader in developing useful quantum technologies through quantum control infrastructure software, today announced the additions of Kelly Gurr as Head of Marketing and Donna Hacker as Head of Finance. Their hires bring Q-CTRL’s leadership team to five new members in 2022. The two leaders will work ...Jan 13, 2022 · Q-CTRL’s tools connect via the cloud and can be executed by any user in order to create new optimized error-robust gates, perform error-robust compilation, and even improve the measurement procedures on IBM hardware. We’re excited to have been a partner with IBM since 2018 and look forward to an expansion of joint offerings in the future.”. This is where Q-CTRL comes in. We add something extra - quantum firmware - which can stabilize the qubits against noise and decoherence without the need for extra qubits. Quantum firmware serves as a complement to QEC, such that in combination we can accelerate the pathway to useful quantum computers. Apr 11, 2018 · For Q-CTRL and our involvement with the IBM Q Network, that is of critical relevance. Our technology is about stabilising quantum systems to allow both hardware manufacturers as well as other start-ups to expand the application space of quantum computers. Quantum infrastructure software transforms bare-metal quantum processors into useful computational tools. Our technology unleashes the hidden performance inside of the most powerful computers so you can achieve more. Learn more 10X Cost-savings for platform providers 100X Improved value for end-users 1,000X Improved algorithmic accuracyQ-CTRL enables real-world outcomes through quantum control that provide access to decades of combined experience and opening up new worlds of opportunity. The University of Sydney teamed up with Q-CTRL to address this problem. Senior Quantum Control Engineer Dr. Li Li developed an entirely new approach to reconstruct the noise power spectrum based on machine learning. Instead of having to enforce very strict constraints on the available measurements with Dr. Li’s new method you could work with ... Alt + 5. Switch to Date Calculation mode. Ctrl + M. Store in memory, in Standard mode, Scientific mode, and Programmer mode. Ctrl + P. Add to memory, in Standard mode, Scientific mode, and Programmer mode. Ctrl + Q. Subtract from memory, in Standard mode, Scientific mode, and Programmer mode. Ctrl + R. Quantum control is able to improve the ability of quantum sensors to detect desired “target” signals and reject other sources of interference that can otherwise obscure the target. Our early studies have identified over 500x improvements in the ability of quantum sensors for gravity based on cold atoms to resist the interference caused when ...Q-CTRL’s quantum control infrastructure software for R&D professionals and quantum computing end users delivers the highest performance error-correcting and suppressing techniques globally, and provides a unique capability accelerating the pathway to the first useful quantum computers. This foundational technology also applies to a new ... Flexible and powerful tools for quantum research. Boulder Opal provides the cutting-edge techniques you need to solve your toughest research and development challenges, complete with managed access to powerful cloud-compute resources. Improve hardware performance. Deliver results faster.SYDNEY, AUSTRALIA, September 6, 2023 – Q-CTRL, a global leader in developing useful quantum technologies through quantum control infrastructure software, was crowned today as the Most Innovative Startup at the 2023 Startup Daily Best in Tech Awards celebrating the best of Australia's startup community. Q-CTRL is a category-defining business ...Q-CTRL also has developed Black Opal, an edtech platform that enables users to quickly learn quantum computing. Founded by Michael J. Biercuk in 2017, Q-CTRL has pioneered the quantum infrastructure software segment, and has become the leading product-focused software company in the broader quantum sector. In 2022, Q-CTRL augmented its product ... Quantum sensing allows you to see the world in a new way by detecting gravity, magnetic fields, and acceleration with unprecedented sensitivity and stability. We develop new in-house sensor designs and operating software to make quantum sensors useful in the field. Applications span gravimetry, accelerometry, and magnetometry for ISR, minerals ... Download the Q-CTRL APS presentation abstracts schedule. Meet our team at APS. Be sure to stop by booth #506 to discover how we can help you move your quantum R&D faster with the most advanced characterization, optimization, and automation tools for quantum research.Alt + 5. Switch to Date Calculation mode. Ctrl + M. Store in memory, in Standard mode, Scientific mode, and Programmer mode. Ctrl + P. Add to memory, in Standard mode, Scientific mode, and Programmer mode. Ctrl + Q. Subtract from memory, in Standard mode, Scientific mode, and Programmer mode. Ctrl + R.Ctrl + Alt + Show Windows then move mouse and click. Copy screenshot of window to clipboard. Ctrl + ⇧ Shift + ⌘ Cmd + 4 then Space then move mouse and click. Alt + Print Screen click "Copy to Clipboard". GNOME [9] Ctrl + Alt + Show Windows then move mouse and click. Save screenshot of arbitrary area as file. In honor of World Quantum Day, Q-CTRL will be offering two Black Opal Pro annual subscriptions for the price of one from April 14-20. Black Opal serves to build the quantum technology community by allowing anyone to learn quantum computing in minutes a day, irrespective of their backgrounds. It supports engineers and developers wanting to enter ...Michael's current commercial efforts leading the venture-capital-backed Q-CTRL are supported by experience in a Big-Three management consulting firm. He is a proficient networker and communicator ...In computing, a Control key Ctrl is a modifier key which, when pressed in conjunction with another key, performs a special operation (for example, Ctrl + C ). Similarly to the Shift key, the Control key rarely performs any function when pressed by itself. The Control key is located on or near the bottom left side of most keyboards (in ...Q-CTRL Software Development SYDNEY, NSW 11,134 followers Make quantum technology useful. We deliver infrastructure software to power the future of quantum computing and sensing See jobs Follow...3. Start a Boulder Opal session. Import the Q-CTRL Python package in your Jupyter notebook or Python script, and start a session by creating a Qctrl object: # Import Q-CTRL Python package. from qctrl import Qctrl # Start a Boulder Opal session. qctrl = Qctrl() If you are a member of multiple organizations, you must specify which organization's ...Q-CTRL and OQC will be present at Q2B Tokyo, an international conference uniting academics, end users, government officials and vendors to discuss the progress and future of the quantum industry. Q-CTRL CEO and Founder, Michael J. Biercuk, will present initial benchmarking results from the collaboration in a keynote presentation on the first ...Q-CTRL PTY LTD Company Profile | SYDNEY, NEW SOUTH WALES, Australia | Competitors, Financials & Contacts - Dun & BradstreetSYDNEY, AUSTRALIA, September 6, 2023 – Q-CTRL, a global leader in developing useful quantum technologies through quantum control infrastructure software, was crowned today as the Most Innovative Startup at the 2023 Startup Daily Best in Tech Awards celebrating the best of Australia's startup community. Q-CTRL is a category-defining business ... In partnership with. Quantum computing software startup Q-CTRL took home the 2023 Startup Daily Best in Tech Awards ’ Most Innovative Startup award, sponsored by Dell for Startups. Here’s why they stood out in one of the event’s most competitive categories. Q-CTRL has pioneered the quantum infrastructure software segment, and become the ...q-ctrl.com; Learn more about verified organizations. Overview Repositories Packages People README.md. Hi there! We're Q-CTRL (kjuː kənˈtrəʊl), and we make ...Q-CTRL and Quantum Machines, two of the better-known startups in the quantum control ecosystem, today announced a new partnership that will see Quantum Machines integrate ‘s quantum firmware ...Q-CTRL has been awarded a $3.5 million grant (USD) from the Australian government's Modern Manufacturing Initiative (MMI) to expand the development and manufacture of quantum-based remote sensing ...Black Opal is the best educational tool to teach and learn about quantum computing in a visual way that makes it easier to understand the main topics like superposition, qubits, measurement, entanglement, circuits, and noise. This is the sort of thing needed as quantum computing and quantum tech move from the domain of quantum physicists to a ... Ctrl + Y, or Shift + Alt + Backspace. ⇧ Shift + ⌘ Cmd + Z. ⇧ Shift + Ctrl + Z, or Ctrl + Y. Same as undo, when undo is exhausted, it redoes. Move the cursor after one or more undos, and further undos will be redos. Ctrl + r. Ctrl + ⇧ Shift + Z. Cut the selection and store it in the clipboard.Q-CTRL’s quantum control infrastructure software for R&D professionals and quantum computing end users delivers the highest performance error-correcting and suppressing techniques globally, and provides a unique capability accelerating the pathway to the first useful quantum computers. This foundational technology also applies to a new ... Q-CTRL. SYDNEY, March 3, 2021 — Q-CTRL, a startup that applies the principles of control engineering to power quantum technology, today announced it will provide the first quantum sensing and navigation technologies for space exploration beginning with uncrewed lunar missions by the SEVEN SISTERS space industry consortium in Australia.Q-CTRL’s quantum control infrastructure software for R&D professionals and quantum computing end users delivers the highest performance error-suppressing techniques globally, and provides a unique capability accelerating the pathway to the first useful quantum computers. This foundational capability also applies to a new generation of quantum ... Opens a workbook. Ctrl + P. Print the current sheet. Ctrl + R. Fill right. Fills the cell to the right with the contents of the selected cell. To fill more than one cell, select the source cell and press Ctrl + Shift + → to select multiple cells. Then press Ctrl + R to fill them with the contents of the original cell.Q-CTRL’s quantum control infrastructure software for R&D professionals and quantum computing end users delivers the highest performance error-correcting and suppressing techniques globally, and provides a unique capability accelerating the pathway to the first useful quantum computers. This foundational technology also applies to a new ... Enabling developers and researchers to gain better insights, faster. Fire Opal packages a comprehensive suite of best-in-class AI-driven quantum control techniques into a simple tool. Suppress errors in hardware and circuit execution with a single command. Read the docs.Quantum computing infrastructure startup Q-CTRL Pty. Ltd. said today it has closed on a $27.4 million Series B-1 fundraise, bringing its total Series B round to more than $52 million — the ...In partnership with. Quantum computing software startup Q-CTRL took home the 2023 Startup Daily Best in Tech Awards ’ Most Innovative Startup award, sponsored by Dell for Startups. Here’s why they stood out in one of the event’s most competitive categories. Q-CTRL has pioneered the quantum infrastructure software segment, and become the ...Enter quantum firmware. Quantum firmware is a set of protocols whose purpose is to deliver high-performing qubit operations to higher levels of abstraction in the quantum computing stack with minimal user intervention. It is primarily designed to enable the autonomous, efficient, and error-robust manipulation of quantum computing hardware ...Jan 31, 2023 · 1:54 PM PST • March 10, 2023 The panic sparked by the collapse of Silicon Valley Bank is spreading to China, the world’s second-largest venture capital market. Across social media platforms,...

1:54 PM PST • March 10, 2023 The panic sparked by the collapse of Silicon Valley Bank is spreading to China, the world’s second-largest venture capital market. Across social media platforms,.... Pgande power outages map

q ctrl

Learning center. Discover the background, history, and context of Q-CTRL's work in quantum computing and quantum sensing. Ctrl + M Avança a margem do parágrafo Ctrl + N Formata o texto selecionado com negrito: Ctrl + O Abre um documento já existente Ctrl+ P Abre a caixa de diálogo "Imprimir" Ctrl + Q Alinha o parágrafo à esquerda da página Ctrl + R Atualiza a janela aberta Ctrl + S Formata o texto selecionado com sublinhado: Ctrl + TCtrl + D (or Delete) Delete the selected item and move it to the Recycle Bin. Ctrl + E. Open Search (in most apps). Ctrl + R (or F5) Refresh the active window. Ctrl + Y. Redo an action. Ctrl + Right arrow. Move the cursor to the beginning of the next word. Ctrl + Left arrow. Move the cursor to the beginning of the previous word. Ctrl + Down arrowFlexible and powerful tools for quantum research. Boulder Opal provides the cutting-edge techniques you need to solve your toughest research and development challenges, complete with managed access to powerful cloud-compute resources. Improve hardware performance. Deliver results faster. Q-CTRL was founded on November 22, 2017 by Professor Michael J. Biercuk, leader of the Quantum Control Laboratory within the University of Sydney’s Quantum Science Group. Biercuk was a professor of quantum physics and quantum technology when he sensed the time was right to start a company focused on what he had been researching for a decade ...q-ctrl.com; Learn more about verified organizations. Overview Repositories Packages People README.md. Hi there! We're Q-CTRL (kjuː kənˈtrəʊl), and we make ...About Q-CTRL. Q-CTRL was founded in November 2017 and is a venture-capital-backed company that provides disciplined control-engineering solutions to harness the power of quantum physics for next-generation technologies. Q-CTRL is built on Professor Michael J. Biercuk's research leading the Quantum Control Lab at the University of Sydney, where ...Learning center. Discover the background, history, and context of Q-CTRL's work in quantum computing and quantum sensing. New algorithmic benchmarking experiments from Q-CTRL show that replacement quantum logic operations built using quantum control can improve the success of quantum algorithms on real hardware by >25x with no additional overhead on the part of the user. Our solution is the most effective error-suppression technology ever demonstrated.Boulder Opal, our quantum control infrastructure software, provides you with everything that you need to turn quantum sensors into viable fielded solutions: Improve sensitivity, build autonomy, and reduce SWaP, all through software. See how our Sensing solutions work Solutions for end-users Leverage data that has never before been accessibleQ-CTRL is a category-defining business focused on developing quantum infrastructure software to improve the utility and performance of quantum hardware. Michael Biercuk, founder and CEO of Q-CTRL, and Andrew Dzurak founder and CEO of Diraq, have been colleagues for over 20 years – first in academia and later in industry – and are recognized ...Q-CTRL’s Black Opal training course is designed for software engineers, security analysts and data scientists and includes more than 90 modules about quantum computing. If you’re fuzzy on the ...Black Opal is the best educational tool to teach and learn about quantum computing in a visual way that makes it easier to understand the main topics like superposition, qubits, measurement, entanglement, circuits, and noise. This is the sort of thing needed as quantum computing and quantum tech move from the domain of quantum physicists to a ...Opens a workbook. Ctrl + P. Print the current sheet. Ctrl + R. Fill right. Fills the cell to the right with the contents of the selected cell. To fill more than one cell, select the source cell and press Ctrl + Shift + → to select multiple cells. Then press Ctrl + R to fill them with the contents of the original cell.1. An introduction to quantum computing 2. Quantum fundamentals 3. Quantum circuits and algorithms 4. Noise in quantum computing 5. The NISQ era and beyond Learn quantum computing Discover the fundamental physics principles that make quantum computers work in an intuitive way.Quantum infrastructure software transforms bare-metal quantum processors into useful computational tools. Our technology unleashes the hidden performance inside of the most powerful computers so you can achieve more. Learn more 10X Cost-savings for platform providers 100X Improved value for end-users 1,000X Improved algorithmic accuracy .

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