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Two researchers from Mila, the Quebec Artificial Intelligence Institute, have contributed to a major report offering specific recommendations on how AI can help mitigate climate challenges.

David Rolnick, Mila core academic member and Assistant Professor at McGill University, is one of the lead authors of the report.

Mila researcher Sasha Luccioni also contributed to the report as one of the project authors, focusing on the responsible development, deployment, and governance of AI in the context of climate change.

MONTREAL, Nov. 11, 2021 /CNW Telbec/ - A new report produced by the Centre for AI & Climate and Climate Change AI for the Global Partnership on AI (GPAI), outlines the potential for artificial intelligence (AI) to power climate action and strategy. Earlier this week, the report, Climate Change and AI: Recommendations for Government, was presented at COP26 in Glasgow, the 2021 United Nations Climate Change Conference. The report, co-authored by 15 leading AI researchers from around the world, calls for governments and policy-makers to expedite AI-driven climate solutions.

Mila (CNW Group/Mila - Quebec AI Institute)

David Rolnick, Canada CIFAR AI Chair and a Co-founder and Chair of Climate Change AI, is one of the report's lead authors alongside Climate Change AI's Priya Donti (Carnegie Mellon University, USA) and Lynn Kaack (Hertie School, Germany) and Centre for AI & Climate's Peter Clutton-Brock (Radiance International, UK). Rolnick is widely recognized within the AI community for his work at the intersection of machine learning and sustainability, being named earlier this year in the Pioneer category of MIT Technology Review's annual list of Innovators Under 35

"There are many ways that AI can be a powerful tool in enabling and accelerating climate action, from monitoring carbon stock using satellite imagery, to optimizing heating and cooling in buildings, forecasting crop yield, and helping design next-generation batteries," said Rolnick.

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Project author Sasha Luccioni focused on the responsible development, deployment, and governance of AI in the context of climate change. She is one of the leading researchers behind the recently launched website, This Climate Does Not Exist, an interactive experience that allows people to see the potential impact of climate change on any address worldwide.

The report was commissioned by the GPAI which brings together experts across multiple sectors from 18 countries and the European Union to bridge the gap between AI theory and practice by supporting AI research and applications.

Report Summary

The authors offer 48 actionable recommendations for governments with a broad array of use cases highlighted throughout the report. To support AI applications in climate change mitigation and adaptation, the report calls for governments to:

Improve data ecosystems, particularly in sectors critical to climate transition such as the energy sector.

Increase support for research, innovation, and deployment through targeted funding, infrastructure, and improved market designs.

Make climate change a central consideration in AI strategies to shape the responsible development of AI.

Support greater international collaboration and capacity building to facilitate the development and governance of AI-for-climate solutions.

Click here to view the official press release from CAIC and CCAI. The report is available here: Climate Change and AI: Recommendations for Government.See page 3 of the report for a complete list of authors and their affiliations.

SOURCE Mila - Quebec AI Institute

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Artificial Intelligence in the Fight against Climate Change: A new report presented at COP26 - Yahoo Finance

Bosch AI or the Bosch Center for Artificial Intelligence is focused on deploying advanced technologies such as AI across a wide range of Bosch products and services. AI strategies of Bosch are implemented in more than 185 projects in seven locations such as India, the US, Israel, Germany, and China. Bosch AI collects real-time data from different business departments and conducts AI research on safe, reliable, and explainable AI. Lets explore how Bosch leverages AI in different ways for meeting client satisfaction.

Bosch AI is popular for applying big data and machine learning to different varieties of Bosch products and services for accurate AI solutions. It helps to increase efficiency, optimize the supply chain, and enhance quality while reducing costs. The deep learning techniques are one of the AI strategies of Bosch to implement multiple smart functionalities such as automated optical inspection, anomaly detection, root cause analysis, production scheduling, and many more.

Bosch AI leverage artificial intelligence to extract value from the available real-time data to improve functionalities and perform efficiently and effectively. AI can streamline and improve technical capabilities to explore innovative approaches in this global tech-driven market. Supply chain management can utilize the power of Bosch AI for effective inventory management, demand forecasting, optimizing packaging sizes, and ensuring the availability of high-quality products and services.

Bosch has brought a transformation in the tech industry with the combination of state-of-the-art artificial intelligence technologies and domain expertise. Bosch AI is determined to recruit employees who are qualified professionals and graduates with sufficient experience in AI to employ the best in the field of artificial intelligence.

One of the AI strategies of Bosch AI is to create differentiating artificial intelligence solutions with concrete lead applications like AI-based dynamics modeling like Gaussian process-based models, control optimization through reinforcement learning, and large-scale deep learning. The research field of Bosch AI is focused on learning AI-based models with optimal data acquisition without destroying the system and investigating multiple machine learning approaches to control the system while guaranteeing controller stability.

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Bosch AI: Artificial Intelligence Technologies at the Heart of Bosch Products - Analytics Insight

Central Saint MartinsgraduateJann Choy has created an inflatable maskthat reacts to your online behaviour. This one-minute video shows it in action.

Named Lin, the mask is an experimental design piece that aims to explore the performance of our virtual selves and the relationship between our online and offline personas.

The mask uses a form of artificial intelligence known as sentiment analysis to understand your online interactions.

Depending on whether you choose to act positively or negatively, different corresponding areas of the mask swell, changing the structure of the mask.

The mask was created by Choy as her graduate project while studying at Central Saint Martins College. Choy was inspired by the traditional Chinese performance art bin lin.

Bin lin, which directly translates as "face changing", is a subgenre of Chinese opera. Performers wear a series of bold masks each representing a different emotion.

During the performance, actors switch between masks seemingly instantaneously.

Choy's design draws a parallel between this performance and our online behaviours.

The project was recently awarded the Mullenlowe Nova Awards for Fresh Creative Talent.

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Lin mask uses artificial intelligence to respond to your emotions - Dezeen

Further Education News

The FE News Channel gives you the latest education news and updates on emerging education strategies and the#FutureofEducation and the #FutureofWork.

Providing trustworthy and positive Further Education news and views since 2003, we are a digital news channel with a mixture of written word articles, podcasts and videos. Our specialisation is providing you with a mixture of the latest education news, our stance is always positive, sector building and sharing different perspectives and views from thought leaders, to provide you with a think tank of new ideas and solutions to bring the education sector together and come up with new innovative solutions and ideas.

FE News publish exclusive peer to peer thought leadership articles from our feature writers, as well as user generated content across our network of over 3000 Newsrooms, offering multiple sources of the latest education news across the Education and Employability sectors.

FE News also broadcast live events, podcasts with leading experts and thought leaders, webinars, video interviews and Further Education news bulletins so you receive the latest developments inSkills Newsand across the Apprenticeship, Further Education and Employability sectors.

Every week FE News has over 200 articles and new pieces of content per week. We are a news channel providing the latest Further Education News, giving insight from multiple sources on the latest education policy developments, latest strategies, through to our thought leaders who provide blue sky thinking strategy, best practice and innovation to help look into the future developments for education and the future of work.

In Jan 2021, FE News had over 173,000 unique visitors according to Google Analytics and over 200 new pieces of news content every week, from thought leadership articles, to the latest education news via written word, podcasts, video to press releases from across the sector, putting us in the top 2,000 websites in the UK.

We thought it would be helpful to explain how we tier our latest education news content and how you can get involved and understand how you can read the latest daily Further Education news and how we structure our FE Week of content:

Our main features are exclusive and are thought leadership articles and blue sky thinking with experts writing peer to peer news articles about the future of education and the future of work. The focus is solution led thought leadership, sharing best practice, innovation and emerging strategy. These are often articles about the future of education and the future of work, they often then create future education news articles. We limit our main features to a maximum of 20 per week, as they are often about new concepts and new thought processes. Our main features are also exclusive articles responding to the latest education news, maybe an insight from an expert into a policy announcement or response to an education think tank report or a white paper.

FE Voices was originally set up as a section on FE News to give a voice back to the sector. As we now have over 3,000 newsrooms and contributors, FE Voices are usually thought leadership articles, they dont necessarily have to be exclusive, but usually are, they are slightly shorter than Main Features. FE Voices can include more mixed media with the Further Education News articles, such as embedded podcasts and videos. Our sector response articles asking for different comments and opinions to education policy announcements or responding to a report of white paper are usually held in the FE Voices section. If we have a live podcast in an evening or a radio show such as SkillsWorldLive radio show, the next morning we place the FE podcast recording in the FE Voices section.

In sector news we have a blend of content from Press Releases, education resources, reports, education research, white papers from a range of contributors. We have a lot of positive education news articles from colleges, awarding organisations and Apprenticeship Training Providers, press releases from DfE to Think Tanks giving the overview of a report, through to helpful resources to help you with delivering education strategies to your learners and students.

We have a range of education podcasts on FE News, from hour long full production FE podcasts such as SkillsWorldLive in conjunction with the Federation of Awarding Bodies, to weekly podcasts from experts and thought leaders, providing advice and guidance to leaders. FE News also record podcasts at conferences and events, giving you one on one podcasts with education and skills experts on the latest strategies and developments.

We have over 150 education podcasts on FE News, ranging from EdTech podcasts with experts discussing Education 4.0 and how technology is complimenting and transforming education, to podcasts with experts discussing education research, the future of work, how to develop skills systems for jobs of the future to interviews with the Apprenticeship and Skills Minister.

We record our own exclusive FE News podcasts, work in conjunction with sector partners such as FAB to create weekly podcasts and daily education podcasts, through to working with sector leaders creating exclusive education news podcasts.

FE News have over 700 FE Video interviews and have been recording education video interviews with experts for over 12 years. These are usually vox pop video interviews with experts across education and work, discussing blue sky thinking ideas and views about the future of education and work.

FE News has a free events calendar to check out the latest conferences, webinars and events to keep up to date with the latest education news and strategies.

The FE Newsroom is home to your content if you are a FE News contributor. It also help the audience develop relationship with either you as an individual or your organisation as they can click through and box set consume all of your previous thought leadership articles, latest education news press releases, videos and education podcasts.

Do you want to contribute, share your ideas or vision or share a press release?

If you want to write a thought leadership article, share your ideas and vision for the future of education or the future of work, write a press release sharing the latest education news or contribute to a podcast, first of all you need to set up a FE Newsroom login (which is free): once the team have approved your newsroom (all content, newsrooms are all approved by a member of the FE News team- no robots are used in this process!), you can then start adding content (again all articles, videos and podcasts are all approved by the FE News editorial team before they go live on FE News). As all newsrooms and content are approved by the FE News team, there will be a slight delay on the team being able to review and approve content.

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Artificial Intelligence and Education: Protecting the Heritage of Humanity - FE News

Technological progress has enabled unprecedented developments in the field of research. Especially in recent years. This is how the world of biology and medicine benefit from technological innovation.

The application of computer science to the world of biology and medicine has been absolutely revolutionary for both branches and has helped significantly in the improvement of treatments. As indicated by the Instituto de Salud Carlos III, bioinformatics has been fundamental in the analysis and interpretation of SARS-CoV-2 data. During 2020, the research carried out by the Bioinformatics Unit of the aforementioned centre was essential, since it shed light on such important issues as the sequencing of the genome of the new coronavirus and the automation of diagnostic tests.

Bioinformatics researches, develops and applies informatics and computational tools to improve the management of biological data, by using tools that collect, store, organise, analyse and interpret all these data.

In this sense, Big Data development has been one of the great driving forces for the improvement of research work in recent years. Other important contributions regarding innovation within the framework of connectivity and digitisation have been Artificial Intelligence and Machine Learning, supported by the 5G network, as they offer new perspectives for tackling an increasing number of biomedical problems, thanks to the creation of algorithms and mathematical models that extract maximum knowledge from data.

The analysis of massive data applied to health allows for a better understanding of the DNA and genome of different organisms in addition to human DNA, as well as of proteins, enzymes and amino acids. But some of the areas where the progress of bioinformatics has been truly significant, in addition to the information it has given scientists regarding the coronavirus, are the identification of mutations associated with tumours, of pathogens causing infectious outbreaks, and the study of rare diseases.

The use of new technologies for the early detection of rare diseases is improving many patients' quality of life. This is because thanks to them it is possible to obtain a quick and reliable diagnosis. Rare diseases affect fewer than 5 in 10,000 inhabitants, and according to data from the Spanish Federation for Rare Diseases, FEDER, they affect more than three million inhabitants in Spain. Due to their low prevalence, studies and research are very limited. This is why the emergence of Artificial Intelligence in this area of study has been so important.

According to an interview published by Agencia SINC with Julin Isla, President of the Foundation 29, it can take between five and six years for rare disease patients to get a correct diagnosis. This time is vital for these patients, given that in the meantime they may receive incorrect treatments that worsen their health condition. As a software engineer, Isla created an AI-based platform that helps doctors carry out a quick diagnosis by comparing data between symptoms and genetic information. It should be noted that 80% of rare diseases have a genetic component. Thus, with this platform, Isla has managed to reduce the diagnostic process to around 10 minutes by automating the genetic analysis.

Although bioinformatics has been around for a long time, the 4.0 revolution has been a turning point for all health-related sciences. This discipline has its origins in the 1960s, when computational models began to be applied to the study of proteins. Later, with the introduction of large-scale communication structures, it continued to grow until it reached personalised medicine.

For some years now, medicine has been using supercomputing to tailor treatments based on the origin of the disease and the patient's genome. One of the greatest examples of this feat is HIV treatments. According to the UN, AIDS has killed nearly 39 million people, and some 78 million have been infected since the first cases of the human immunodeficiency virus were diagnosed in the early 1980s in the United States.

HIV is characterised by rapid mutation, which allows it to evade antiretroviral treatment. To find a solution, scientists at the Barcelona Supercomputing Centre and IrsiCaixa have developed a bioinformatics platform capable of predicting these mutations in order to predict treatment effectiveness. Thus, the study of each patient's clinical experience helps to develop new therapies and to develop innovative treatments to be applied in a precise way, thereby promoting the implementation of personalised medicine.

The design of new medicinal products is another benefit of this discipline. It seeks a therapeutic target capable of modifying the course of a disease based on the study of biological data. This is one of the highest hopes of finding a cure for cancer in the not too distant future.

The scientific community already has powerful tools at its disposal, such as Big Data. to study the genome of diagnosed individuals, which will help understand the origin of tumours in the future. To this end, there is already an initiative called the International Cancer Genome Consortium, in which Spanish scientists are collaborating, which studies genetic, transcriptomic and epigenetic changes in more than 50 different types of tumours. This project has identified almost 4 million genetic mutations in participating patients, which could prove invaluable in the fight against cancer in the years to come.

Thanks to all these studies, new generations of drugs will be more effective and safer, and will be developed according to the genetic characteristics of each patient and thus save more lives.

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Big Data, Artificial Intelligence and bioinformatics: three tools that save lives - marketscreener.com