Category Archives: Artificial Intelligence

Has Milky Ways Twin Been Discovered to Will Artificial Intelligence Reveal New Laws of Physics? (The Galaxy R  The Daily Galaxy --Great Discoveries Channel

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Has Milky Ways Twin Been Discovered to Will Artificial Intelligence Reveal New Laws of Physics? (The Galaxy R - The Daily Galaxy --Great Discoveries...

The Adoption Of Artificial Intelligence Is A Key Trend In The Healthcare Automation Market As Per The Business Research Company's Healthcare Automation Global Market Report 2022  GlobeNewswire

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The Adoption Of Artificial Intelligence Is A Key Trend In The Healthcare Automation Market As Per The Business Research Company's Healthcare...

Artificial Intelligence in Aviation Market Set To Reach USD 5685.12 million by 2028, Share, Industry Size, Future Growth & Trends Analysis Report with COVID-19 Impact by Markets N Research  GlobeNewswire

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Artificial Intelligence in Aviation Market Set To Reach USD 5685.12 million by 2028, Share, Industry Size, Future Growth & Trends Analysis Report...

With great power comes great responsibility.

As artificial intelligence continues to gain traction, there has been a rising level of discussion about responsible AI (and, closely related, ethical AI). While AI is entrusted to carry more decision-making workloads, its still based on algorithms that respond to models and data, as I and my co-author Andy Thurai explain in a recent Harvard Business Review article. As a result, AI and often misses the big picture and most times cant analyze the decision with reasoning behind it. It certainly isnt ready to assume human qualities that emphasize empathy, ethics, and morality.

Is this a concern that is shared within the executive suites of companies deploying AI? Yes, a recent study of 1,000 executives published by MIT Sloan Management Review and Boston Consulting Group confirms. However, the study finds, while most executives agree that responsible AI is instrumental to mitigating technologys risks including issues of safety, bias, fairness, and privacy they acknowledged a failure to prioritize it. In other words, when it comes to AI, its damn the torpedoes and full speed ahead. However, more attention needs to paid to those torpedoes, which may take the form of lawsuits, regulations, and damaging decisions. At the same time, more adherence to responsible AI may deliver tangible business benefits.

While AI initiatives are surging, responsible AI is lagging, the MIT-BCG survey reports authors, Elizabeth M. Renieris, David Kiron, and Steven Mills, report. The gap increases the possibility of failure and exposes companies to regulatory, financial, and customer satisfaction risks.

Just about everyone sees the logic in making AI more responsible 84% believe that it should be a top management priority. About half of the executives surveyed, 52%, say their companies practice some level of responsible AI. However, only 25% reported that their organization has a fully mature program the remainder say their implementations are limited in scale and scope.

Confusion and lack of consensus over the meaning of responsible AI may be a limiting factor. Only 36% of respondents believe the term is used consistently throughout their organizations, the survey finds. The surveys authors define responsible AI as a framework with principles, policies, tools, and processes to ensure that AI systems are developed and operated in the service of good for individuals and society while still achieving transformative business impact.

Other factors inhibiting responsible AI include a lack of responsible AI expertise and talent training or knowledge among staff members (54%); lack of prioritization and attention by senior leaders (53%); and a lack of funding or resourcing for responsible AI initiatives (43%).

Renieris and her co-authors identified a segment of companies that are ahead of the curve with responsible AI, which tend to apply responsible conduct not to just AI, but across their entire suites of technologies, systems, and processes. For these leading companies, responsible AI is less about a particular technology than the company itself, they state.

These leading companies are also seeing pronounced business benefits as well as a result of this attitude. Benefits realized since implementing responsible AI initiatives: better products and services (cited by 50%), enhanced brand differentiation (48%), and accelerated innovation (43%).

The following are recommendations based on the experiences of companies taking the lead with responsible AI:

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Everyone Wants Responsible Artificial Intelligence, Few Have It Yet - Forbes

You can ask questions and get your doubts cleared up in this series. INDIAai's expert team will answer your questions.

Send your questions to: askindiaai@mail.nasscom.in.

What distinguishes Artificial Intelligence from Human Intelligence? - Krithik Sai, Mangalore.

Artificial Intelligence tries to make computers that can act and do things like humans, while Human Intelligence tries to make people more adaptable by combining different ways of thinking. The human brain is analogue, while machines are digital.

Artificial intelligence is based on human insights that we can figure out in a way that machines can do tasks easily, from the most basic to the most complicated. On the other hand, manufactured insights aim to learn, solve problems, think, and see. Furthermore, human intelligence and behaviour come from what people have done in the past. And it's all based on people's ability to change their surroundings with their knowledge.

Who is the father of Artificial Intelligence? - Mangalam Krishnan, Trichy.

Researchers have used the phrase "artificial intelligence" and its associated technology for a long time. This technology has been around for a lot longer than you might think.

Here are some crucial events in the history of AI.

What advantages do conversational AI chatbots have for FinTech companies? - Suratkumar, Banaras

Fintech companies need AI-powered chatbots to keep customers interested and make them feel heard and valued. It improves the overall customer experience even more, which leads to a significant increase in sales and income. On the other hand, chatbots are always on and give precise answers to customers' questions. Fintech chatbots can help people make decisions quickly and provide unbiased financial advice. They have access to such information, including details about how markets work and how liquid money is. So, chatbots in fintech have the following benefits in addition to being able to solve customer problems quickly:

Do directors choose the actors who most closely resemble the historical characters in movies based on actual events using AI, computer vision, etc.? - Harini Nagaraj, Chennai.

Not at all. First and foremost, the director's purpose is to tell a compelling story, which frequently necessitates some factual embellishment (or a lot). Much less important than casting a talented actor or, in some cases, an established star in the role is a resemblance to the actual person. If the individual is well-known, makeup can enhance the similarity.

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Ask INDIAai: Who is the father of Artificial Intelligence? - INDIAai

Firstly, as the main basis for AI development in the Peoples Republic of China, the State has significantly increased its investment in the industry. It pays special attention to long-term financial support for basic research, and strengthens support for the AI industry purposefully and selectively with foundations and benefits.

It was necessary to learn from the experience and lessons relating to the allocation of national scientific research and development funds in the past, to formulate and improve the principles and methods of the rational allocation of funds, as well as take effective and fair measures to solve the problem of the unfair distribution of research funds, and make the best use of the support provided by staff incentives.

Secondly, China has encouraged private capital to invest in the AI industry and entrepreneurship. Inspired by the current booming of the AI sector, much private capital necessarily wants to join the AI industry. Giants and start-ups are collaborating to revitalise the AI market. The Internet companies such as Baidu, Alibaba, and Tencent have already lined up in the AI field and the injection of capital is expected to revitalise the market. According to some surveys, a large number of start-ups are getting involved in the AI field and almost all of them have received investment, with funding far exceeding five billion yuan.

Driven by factors such as national policy support, the demand for applications, technological progress and capital injection, a market window of over one hundred billion is opening. Paying attention to create a good development environment for non-public AI enterprises, providing free and good services in terms of market access, examination and approval, processing and services, etc., as well as mobilising private enterprises enthusiasm and accelerating the development of the non-public economy, have been the foundations of this development.

However, due to the characteristics of the AI sector with broad application prospects, high technological content, long payback period and short technology iteration cycle, many investors bluntly stated that they did not understand when it came to AI technology, meaning that before investing they wanted to better understand what it was all about beyond the echo effect of the phenomenon in order to invest capital wisely.

Besides assessing the technological progress and the prospects for commercial application of the AI field or the AI project invested nationally or abroad, there was also the issue of the staff that had to possess certain professional skills, as the financers experts had to have a long-term investment vision.

Over the years and considering the successes achieved, many credit and investment institutions are now more concerned with the value of short-term investment since long-term investment has long brought economic benefits, visibility and authoritativeness abroad with the hope of generating returns over a three- or five-year period. It has to be said, however, that the projects investing in AI often have a relatively long payback period and further assessment is required to see whether they can generate returns within the expected terms. Investing in AI technology and industries has to be assessed carefully.

While increasing support for IA research and development, the management of funds needed to be strengthened. It was recommended to implement scientific management of the entire process in the project review and implementation process, strengthen peer review, especially the review of funds and the management of the use of funds, eliminate waste and prevent corruption, so that the limited funds could be cut. Technology was thus greatly enhanced.

During the works at the National Committee of the Chinese Peoples Political Consultative Conference, as early as 2015 it was recommended to build one of the largest AI development platforms in the world, in view of the need and feasibility of establishing a national AI development plan.

In the era of the Internet networks, big data and cloud computing, it is unimaginable to develop high-tech and large supercomputing data science and fields such as AI without their own general platform. It is necessary for scientific research institutes, companies and even individual manufacturers to bring various innovations to this platform in a fair and equitable manner. AI technology has now substantial applications: voice recognition, image recognition, multilingual translation, machine learning, intelligent planning, smart control or driverless cars, unmanned aerial vehicles and autonomous underwater vehicles, etc. The basic AI technology starts with the mobile robot and a development platform for intelligent robots is the first step for the further development of big data, cloud computing, smart games, general education, logistics systems, services, transport, smart cities and tourism, expert systems, smart grid (in electrical and telecommunications engineering, a smart grid is the combination of an IT network and an electrical distribution network, which enables the electricity grid to be managed smartly in various aspects or functionalities, i.e. by managing it efficiently for the distribution of electricity and for a more rational use of energy, while minimising overloads and variations in the electrical voltage around the nominal value), etc.

This platform is open to innovation, to the sharing of resources and facilities, and gets strong support from convinced investors.

China already has extremely rich Internet computing and technology resources and, as computing and network resources become ever more plentiful and the cost ever lower, many intellectual functions that could not be simulated by computers are now able to do so. AI is the highest trend of technology in the current world. For the time being, the other great objective the humans journey to Mars is only at the theoretical-experimental stage. China currently has the ability to build an AI platform with global influence. At the same time, we need to realize that there are still great gaps and difficulties in achieving the sharing of resources on national and even global issues such as data storage, and this should not be taken lightly.

AI products have both hardware and software, with software as the core technology. In the past there were not many AI products in China both hardware and software, with software as the core technology and, without a national standard, the impact was minimal. With the fast rise of the AI industry, new products increased exponentially. Such AI acquisitions will certainly be confused and will inevitably mix with a number of fake and lower-quality products, thus disrupting the market. With a view to ensuring the healthy development of the AI sector and protect the consumers legitimate rights and interests, government legislation, as well as quality inspection and market management departments, take precautions and seize the opportunity to formulate or revise standards, through rigorous inspections and staff audits, in order to carefully prevent the entry of unskilled labour.

Only by letting qualified AI products enter the market can the AI high-tech reputation be maintained, which enables the AI industry to create a healthy development and thus promote the industry so that it can truly become the core technology of smart production: a new lever for the transformation and enhancement of the national economic structure, i.e. the engine of a new industrial revolution. (12. continued)

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The Development of Artificial Intelligence in China: Conclusions - Modern Diplomacy

CAMBRIDGE, Mass.--(BUSINESS WIRE)--Iterative Scopes, a pioneer in precision-medicine technologies for gastroenterology, announced today that it has partnered with One GI, a gastroenterology management services organization (MSO), to bring its AI Recruitment (AIR) technology to One GIs clinical research. Initially, One GI will use AIR at Gastro One, one of One GIs clinical research sites in Memphis, Tennessee, with plans to expand to additional research sites within the One GI network. The implementation of AIR will aid in the recruitment of patients for clinical trials focused on inflammatory bowel disease (IBD).

Both One GI and Iterative Scopes are fast-growing innovators in the gastroenterology space. One GI is a unique, rapidly expanding MSO that brings together community-based practices, including Gastro One, a network of six practices across Tennessee. The MSO currently has 40 sites within its network across Tennessee, Mississippi, Kentucky, Ohio, and Indiana. Iterative Scopes is a pioneer in the application of powerful, proprietary artificial intelligence tools to the practice of gastroenterology and drug development.

The partnership between the two organizations will allow One GI physicians to leverage the AI-based technology from Iterative Scopes to standardize the endoscopic scoring process for patients and identify likely eligible patients to enroll in IBD clinical trials. By initiating the collaboration at Gastro One, the organizations are taking initial steps to develop a hub and spoke recruitment model for One GI, which will democratize access to the novel IBD therapeutics for all patients, regardless of where they receive care.

Our partnership with Iterative Scopes enables the delivery of innovative technology to community-based gastroenterology practices, demonstrating One GIs commitment to physician-centered, patient-focused healthcare, said Robbie Allen, CEO of One GI. Our ultimate mission is to power practices regardless of their location to deliver world class GI care, and implementing AIR will allow a broader array of patients to access potentially life-changing clinical trials.

In addition to helping us offer the most advanced patient care, this partnership fuels the continuous growth of our research department so that we remain at the forefront of GI care, improving outcomes and patients lives, said Richard Aycock, MD, Gastro One senior physician. Dr. Ziad Younes, a global leader in gastroenterology, is pioneering the program within our practices, and were enthusiastic about the potential to help advance the GI field even further.

AIR works to simplify the process of matching patients to clinical trials by helping gastroenterologists better understand disease severity more quickly and consistently. The technology uses computational algorithms integrated with existing colonoscopy imagery and videos to determine clinical trial eligibility, speeding up the clinical trial timelines and allowing more patients to access potentially life-changing treatments. The companys technology automates scoring of a patients minimum threshold score of disease severity, as measured by the Mayo Endoscopic Score (MES), as an aid in determining their qualification for pre-screening for IBD clinical trials. Iterative Scopes has already partnered with multiple clinical research sites for IBD and is continuing to expand its reach with notable partners like One GI.

Iterative Scopes mission is to democratize access to high quality care for patients struggling with IBD and other GI conditions, ultimately reducing healthcare disparities in clinical practice, said Sahir Raoof, VP of Business Development at Iterative Scopes. We are thrilled to be partnering with Dr. Younes and One GI to drive clinical adoption of artificial intelligence to help us advance clinical trial recruitment in an effort to help bring novel therapeutics to IBD patients faster.

To learn more about Iterative Scopes and AI-Recruitment, visit the companys website: https://www.iterativescopes.com/

About Iterative ScopesIterative Scopes is a pioneer in the application of artificial intelligence-based precision medicine for gastroenterology with the aim of helping to optimize clinical trials investigating treatment of inflammatory bowel disease (IBD). The technology is also designed to potentially enhance colorectal cancer screenings. Its powerful, proprietary artificial intelligence and computer vision technologies have the potential to improve the accuracy and consistency of endoscopy readings. Iterative Scopes is initially applying these advances to impact polyp detection for colorectal cancer screenings and working to standardize disease severity characterization for inflammatory bowel disease. Longer term, the company plans to establish more meaningful endpoints for GI diseases, which may be better predictors of therapeutic response and disease outcomes. The company is based in Cambridge, Massachusetts.

About One GIOne GI, the Home for Independent Gastroenterology, is a gastroenterology management services organization that partners with GI physicians empowering them to manage, optimize, and grow their practices. One GI provides state of the art resources to physicians so they can focus on what they do best: providing excellent care to patients. For additional information on One GI, please visit http://www.onegi.com.

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Iterative Scopes Partners with One GI to Advance Gastrointestinal Care Through Artificial Intelligence - Business Wire

Review time shortened from an average of nine days to less than one day

BOSTON, Oct. 12, 2022 /PRNewswire/ --Blue Cross Blue Shield of Massachusetts("Blue Cross") today announced the completion of a proof-of-concept pilot called "FastPass," an automated prior authorization process from end-to-end, eliminating the need for faxes, phone calls and manual processes for payers and providers. The initiative, piloted at New England Baptist Hospital (NEBH), focused on addressing the major problem areas, including reducing the time from submission to decision, alleviating administrative burden, decreasing clinical review time, and increasing clinician satisfaction.

The ProblemPrior Authorization (also known as "Pre-Certification") is a process through which a clinician seeks advanced approval from a health plan to ensure that a service or treatment is covered, medically necessary, and not duplicated. Prior authorizations exist to manage excess health care costs and mitigate patient risk while also helping ensure consumers receive high-quality care. However, prior authorization can be cumbersome for clinicians.

"We realize that the prior authorization process is widely recognized as the single biggest administrative pain point for hospital staff," said Kathy Gardner, RN, vice president of clinical operations at Blue Cross. "We wanted to figure out a way to retain the value of prior authorizations ensuring our members receive treatments that are medically necessary and clinically effective while eliminating the administrative burden on our clinical partners and allowing members to get the care they need sooner."

How it worksBlue Cross engaged Olive, a leading automation and intelligence company bridging the divide in health care, to help streamline both clinician and payer processes and prior authorization decision-making using artificial intelligence (AI).

The technology automated the process of cross-checking Blue Cross' prior authorization requirements in real-time to identify if a prior authorization was required. If a prior authorization was not required, the provider received instant notification that they could proceed with scheduling the procedure. When prior authorizations were required, FastPass used AI to cross-check the clinical history in the electronic medical record against Blue Cross' medical necessity criteria and automatically generate a recommendation in real time, again giving the clinician the ability to proceed with scheduling the procedure. For the remaining prior authorization submissions that required more complex clinical review, FastPass automatically packaged and made available all the clinical documentation and notes to the clinical review team, significantly streamlining and accelerating the reviews.

The ResultsThe pilot at NEBH focused on hip and knee procedures for 32 orthopedic providers over the course of a four-month period. 88% of prior authorization submissions were processed automatically in real-time. The overall impact on prior authorization approval time went from an average of nine days to an average of less than one day. The associated impact on administrative burden and cost has been significant for Blue Cross.

"The FastPass proof-of-concept is just one step in our journey toward automating prior authorizations across BCBSMA to continue to make the process frictionless for our clinical partners and ultimately our members," said Deb Vona, senior director of business operations at Blue Cross.

About Blue Cross Blue Shield ofMassachusettsBlue Cross Blue Shield ofMassachusetts(http://www.bluecrossma.org) is a community-focused, tax-paying, not-for-profit health plan headquartered inBoston. We are committed to the relentless pursuit of quality, affordable and equitable health carewithan unparalleled consumer experience.Consistent with our promise to always put our members first, we are rated among the nation's best health plans for member satisfaction and quality.Connect with us onFacebook,Twitter,YouTube,andLinkedIn.

About OliveOlive delivers automation and intelligence to bridge the divide in healthcare. By addressing the most burdensome operational issues, Olive is reducing costs and increasing capacity for hospitals, health systems and payers, so the focus can remain on delivering the best, most effective care to patients. To learn more about Olive, visit oliveai.com.

SOURCE Blue Cross Blue Shield of Massachusetts

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BLUE CROSS BLUE SHIELD OF MASSACHUSETTS USES ARTIFICIAL INTELLIGENCE TO SPEED REVIEW TIME, AUTOMATE AUTHORIZATIONS & ELIMINATE ADMINISTRATIVE...

DUBAI, United Arab Emirates--(BUSINESS WIRE)--Hewlett Packard Enterprise (NYSE: HPE) today announced it is building a new supercomputer for Mohamed bin Zayed University of Artificial Intelligence (MBZUAI), a university dedicated solely to AI, to accelerate AI-driven scientific discovery and advance the UAEs goal to be a global AI leader. HPEs robust supercomputing and AI technologies will significantly enhance the universitys ability to run complex AI models with extremely large data sets, and increase predictability in research analyses in fields including energy, transportation and the environment.

Supercomputing is vital to delivering AI-at-scale, and driving global innovation, industry competitiveness, and economic growth. From accelerating vaccine discovery to fight a pandemic, and advancing clean energy systems to increase sustainability, to enabling new possibilities in AI, supercomputing is a core technology to solving the worlds most challenging scientific and engineering challenges.

Established in 2019, MBZUAI has already ranked 24th in the world for artificial intelligence, computer vision, machine learning, and natural language processing. The new supercomputer will help MBZUAI support the UAEs National Strategy for AI, bringing together the power of academia, government, and industry to strengthen the countrys global competitiveness. The advanced supercomputing and AI technologies will also expand resources for larger projects to allow MBZUAI to attract global talent and create new economic and societal opportunities for the UAE.

MBZUAIs new Campus Super Computing Center (CSCC), where the new supercomputer will be housed, will enable faculty members, researchers, and students to accelerate scientific discovery in many areas, including healthcare, structural engineering, law enforcement, supply chain, and sustainability. In addition to meeting the research needs of the faculty and students, the new supercomputer will help MBZUAI fulfill its role as an AI talent developer and innovation hub that brings together the business community to drive entrepreneurship in the AI sector. MBZUAI already is contributing to significant initiatives such as the Emirati Genome Program, which uses AI-based tools to extract and interpret large amounts of complex data resulting from DNA sequencing, and the Abu Dhabi Health Services Company, SEHA, which uses AI algorithms to predict heart attacks.

Supercomputing plays an essential role in unleashing AI to achieve significant breakthroughs for organizations worldwide, across public and private sectors, said Justin Hotard, executive vice president and general manager, HPC, AI & Labs, at HPE. HPE is leading the market in this next frontier by combining supercomputing performance and capabilities with solutions that are purpose-built for AI, to build and train machine learning models at-scale. MBZUAIs Campus Super Computing Center is demonstrating this capability to unlock new possibilities in AI and strengthen UAEs position as an AI-driven nation to advance key initiatives in healthcare, sustainability, and engineering.

HPE has a longstanding commitment to advancing the way people live and work in the United Arab Emirates, through our Emiratization program, Digital Life Garage, and industry and government partnerships, said Ahmad Alkhallafi, managing director for UAE, Hewlett Packard Enterprise. We are proud to support the UAEs national strategy for AI by helping MBZUAI grow its contribution to research and education. Supercomputing will play a crucial role in helping the UAE anticipate and take advantage of new AI technologies now and in the future. We look forward to helping the UAE meet its goal to be an AI leader by 2031.

As a recently established institution, MBZUAI is still building its team of in-house supercomputing specialists. By collaborating with HPE, the university is gaining access to a large local team for supercomputing and AI support, in addition to world-leading technologies.

The new supercomputer will deliver end-to-end technologies, based on the HPE Apollo 6500 Gen10 Plus, which is purpose-built for AI and analytics workloads, in addition to modeling and simulation workloads that are critical to scientific research. As part of the design, HPE will feature 2nd Gen AMD EPYC processors delivering advanced computational performance, and 384 NVIDIA A100 Tensor Core GPUs for accelerated compute to target AI model development, training, and inferencing.

To support AI training needs that require processing and storing large quantities of data, HPE will also deliver four petabytes of storage using HPEs Cray Clusterstor E1000 parallel storage system, which is built for large-scale systems, to enable expanded storage capacity. Additionally, with the new supercomputers design, MBZUAI will gain sophisticated liquid-cooling capabilities from HPE to efficiently remove heat from high-power devices, including CPUs, GPUs, memory, and switches.

About Hewlett Packard Enterprise

Hewlett Packard Enterprise (NYSE: HPE) is the global edge-to-cloud company that helps organizations accelerate outcomes by unlocking value from all their data, everywhere. Built on decades of reimagining the future and innovating to advance the way people live and work, HPE delivers unique, open and intelligent technology solutions as a service. With offerings spanning Cloud Services, Compute, High Performance Computing & AI, Intelligent Edge, Software, and Storage, HPE provides a consistent experience across all clouds and edges, helping customers develop new business models, engage in new ways, and increase operational performance. For more information, visit: http://www.hpe.com.

About Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)

MBZUAI is a graduate, research university focused on artificial intelligence, computer science, and digital technologies across industrial sectors. The university aims to empower students, businesses, and governments to advance artificial intelligence as a global force for positive progress. MBZUAI offers various graduate programs designed to pursue advanced, specialized knowledge and skills in artificial intelligence, including computer vision, machine learning, and natural language processing. For more information, please visit http://www.mbzuai.ac.ae.

AMD, the AMD Arrow logo, EPYC, and combinations thereof, are trademarks of Advanced Micro Devices, Inc. Other names are for informational purposes only and may be trademarks of their respective owners.

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Mohamed bin Zayed University of Artificial Intelligence Advances the UAE's National Strategy for AI with New Supercomputer Built by Hewlett Packard...

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Over the last decade or so, artificial intelligence (AI) has become more and more prevalent in everyday life, from the online ads that seem to know just what youre looking for to music composition and other creative applications.

The very notion of making music with AI raises questions about the nature of creativity, and of the future for human composers. From useful tools to pioneering prototypes, heres a look at some of the most recent innovations that use AI in the music writing process.

DoReMIR Music Research AB recently announced the launch of ScoreCloud Songwriter, a tool that turns original music into lead sheets. The software uses the information recorded with a single microphone, and can include vocals and instruments. Various AI protocols separate out the vocals, and then transcribes the music, including melody and chords, along with the lyrics in English. What youll get is a lead sheet with the melody, lyrics, and chord symbols.

Many established and emerging songwriters are brilliant musicians but struggle with notating their music to make it possible for others to play, explained Sven Ahlback, DoReMIR CEO, in a media release. Our vision is that ScoreCloud Songwriter will help songwriters, composers, and other music professionals, such as educators and performers. It may even inspire playful use by lovers of music who never thought they could write a song. Our hope is that it will become an indispensable tool for creating, sharing, and preserving musical works.

Harmonai is a company that creates open-source models for the music industry, and Dance Diffusion is their latest innovation in AI audio generation. It uses a combination of publicly available models to create audio bits so far, about 1-3 seconds long from nothing, as it were, which can then be interpolated into longer recordings. Since its AI, the more users enter audio files for it to learn from, the more it will evolve and develop. If youre interested in how Dance Diffusion came together, theres a video interview with the creators here.

Heres one of their projects, an infinite AI bass solo that has been playing since January 27, 2021. Its based on the work of the late musician Adam Neely.

Its still in the testing stages, but its implications are profound.

Googles new AudioLM bases its approach to audio generation on the way language is processed. It can generate music for piano with a short excerpt of input. Speech combines sounds into words and sentences, in the same way the music is about individual notes that come together to form melody and harmony. Google engineers used the concepts in advanced language modelling as their guide. The AI captures melody as well as overall structure, and the details of the audio waveform to create realistic sounds. It reconstructs sounds in layers designed to capture the nuances.

Metas new AudioGen uses a text-to-audio AI model to create sounds as well as music. The user enters a text prompt, such as wind blowing, or even a combination, such as wind blowing and leaves rustling and the AI responds with a corresponding sound. The system was developed by Met and the Hebrew University of Jerusalem, and it is able to generate sound from scratch. The AI can separate different sounds from a complex situation, such as several people speaking at once. Researchers trained the AI using a mix of audio samples, and it can generate new audio beyond its training dataset. Along with sounds, it can generate music, but that part of its functionality is still in its infancy.

With AI music generation in its infancy, its easy to dismiss its future impact on the industry. But, it cant be ignored.

An electronic band by the name of YACHT recorded a full album with AI in 2019, using technology thats already been surpassed. Essentially, they taught AI how to be YACHT, and it wrote the music. The band then turned it into their next album.

Im not interested in being a reactionary, YACHT member and tech writer Claire L. Evans mentioned that ambivalence in a documentary about their 2019 AI-assisted album Chain Tripping (as quoted in Tech Crunch). I dont want to return to my roots and play acoustic guitar because Im so freaked out about the coming robot apocalypse, but I also dont want to jump into the trenches and welcome our new robot overlords either.

The onslaught of new technology is relentless. The only choice is to hop on the train.

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Anya Wassenberg is a Senior Writer and Digital Content Editor at Ludwig Van. She is an experienced freelance writer, blogger and writing instructor with OntarioLearn.

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REPORT | Music And Artificial Intelligence: A Bond Thats Growing By Leaps And Bounds - Ludwig Van