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Generative AI

Getting Generative AI Ready E05: ‘Explainable AI’ with GlobalLogic and AWS Ireland

Welcome to the final episode in our “Getting Generative AI Ready” series of the AI Ireland podcast, the show that explores the applications and research of Data Science, Machine Learning and Artificial Intelligence on the island of Ireland.

Our mission is to increase the use of AI for the benefit of our society, our competitiveness and everyone living in Ireland.

In the  fifth and final episode of this five-part podcast series, we’re joined by Dr. Maria Aretoulaki, Conversational and Generative AI Design Lead at GlobalLogic and Patrick Callaghan, Principal Data Strategy Technologist at AWS Ireland.

In this podcast, Maria emphasises the continued importance of design in the context of large language models (LLMs), despite the advances in technology. She discusses the challenges of the unpredictable and sometimes inaccurate outputs of LLMs, emphasising the need for design-led approaches to ensure control, explainability and transparency.

Patrick highlights the crucial role of due diligence in handling data and avoiding biases, emphasising the importance of correct data for successful generative AI outcomes. 

They both discuss the complexity of implementing generative AI technologies on an enterprise scale, emphasising the need for a team of trusted advisors and specialists. The discussion touches on data curation, language engineering, conversation design, and other aspects of the design process. 

Overall, they caution against underestimating the complexity of generative AI and advocate for careful consideration and control over data and outputs to maintain trust and consistency in customer experience.

In the final part of the discussion, previous guests Fawad Qureshi and Tim Marston join Patrick and Maria to offer advice to organisations venturing into Generative AI technologies. Emphasising the need to act promptly, they highlight the importance of carefully selecting use cases that align with organisational goals and future value. 

Stressing that no technology, including large language models, works perfectly off the shelf, they advocate for customisation with human involvement in design and data curation. The key challenge is finding a balance between the opportunities and risks associated with increased data access. 

They suggest organisations should not be paralysed by the fear of misuse but should be mindful and develop tools to address risks without hindering innovation. They caution against adopting technology without a clear business goal or a data culture, likening it to buying a treadmill without a fitness plan – likely to end up unused. 

Lastly, they highlight that a modern data strategy involves more than technology, encompassing a data-driven culture, mindset and organisational structure for efficient data sharing and collaboration. 

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AI Unleashed: Navigating the AI Revolution

Accessible for purchase on Amazon, AI Ireland’s latest book “AI Unleashed: Navigating the AI Revolution,” is your must read for 2024. For executives, policy architects or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

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News

Navigating the Impact of AI on the Global Economy: Balancing Opportunities and Challenges

We stand at the edge of a transformative technological revolution poised to enhance productivity, foster global growth and elevate incomes worldwide. However, the advent of Artificial Intelligence also raises concerns about potential job displacement and deepening inequality.

The rapid progression of AI has sparked both enthusiasm and apprehension globally, prompting a critical examination of its prospective impact on the world economy. As AI’s effects on economies unfold in intricate ways, there is a pressing need for well-thought-out policies to harness its vast potential for the greater good.

Reshaping the Work Landscape

An insightful analysis by the International Monetary Fund (IMF) delves into the potential implications of AI on the global job market. While numerous studies have projected job replacement by AI, it is essential to recognise that AI is likely to complement human labor in many instances. The IMF’s analysis captures the dual nature of this impact.

Notably, almost 40 percent of global employment is susceptible to AI. Unlike previous technological advancements that primarily affected routine tasks, AI has the capability to impact high-skilled jobs, posing both risks and opportunities. Advanced economies face heightened vulnerability but also greater potential to leverage AI advantages compared to emerging market and developing economies.

In advanced economies, approximately 60 percent of jobs may feel the impact of AI, with about half of them benefiting from enhanced productivity. However, the other half faces the risk of lower labor demand, resulting in reduced wages and potential job losses. In contrast, emerging markets and low-income countries face fewer immediate disruptions, but the lack of infrastructure and skilled workforces raises concerns about potential long-term inequality.

AI’s Impact on Income and Wealth Inequality

AI’s influence extends to income and wealth inequality within countries, potentially creating disparities among income brackets. Workers adept at harnessing AI may experience increased productivity and wages, while those unable to adapt may fall behind. Younger workers may find it easier to exploit AI opportunities, exacerbating age-related disparities.

The extent of AI’s impact on labor income hinges on its complementarity with high-income workers. If AI significantly complements higher-income workers, it could disproportionately increase their labour income, contributing to overall inequality. Policymakers must proactively address these trends, establishing comprehensive social safety nets and retraining programs to make the AI transition more inclusive and curb inequality.

Fostering an Inclusive AI-Driven World

The rapid integration of AI into global businesses emphasises the urgency for policymakers to take proactive measures. The IMF’s AI Preparedness Index, gauging readiness in digital infrastructure, human capital, innovation and regulation, offers valuable insights to guide countries in crafting effective policies.

Notably, wealthier economies, including advanced and some emerging markets, exhibit better AI adoption readiness. Advanced economies should prioritize AI innovation and integration, accompanied by robust regulatory frameworks, to cultivate a safe and responsible AI environment. 

In contrast, emerging market and developing economies should focus on laying strong foundations through investments in digital infrastructure and a digitally competent workforce.

Mark Kelly, Founder at AI Ireland believes the transformative potential of AI represents a crucial juncture for humanity.

“AI’s transformative power presents a pivotal moment for humanity; navigating its impact requires proactive policies that ensure shared prosperity and inclusive growth,” he said.

As we usher in the AI era, proactive policymaking can ensure that it fosters prosperity for all. For an in-depth exploration of AI’s impact on the economy, refer to the December issue of Finance & Development, the IMF’s quarterly magazine.

 

AI Unleashed: Navigating the AI Revolution

Accessible for purchase on Amazon, AI Ireland’s latest book “AI Unleashed: Navigating the AI Revolution,” is your must read for 2024. For executives, policy architects or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Book an AI Presentation with AI Ireland today

Discover tailored presentations designed to meet the unique needs of your industry. Gain invaluable insights into the transformative power of AI technologies, ensuring your organisation stays ahead of the curve. Equip your team and stakeholders with the knowledge they need to confidently embrace the future.

Don’t miss the chance to enlighten your team and explore how innovation is positively impacting your industry. Secure your presentation now!

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News

UCD Launches Innovative AI Accelerator Programme for Startups

University College Dublin has unveiled an exciting opportunity for startups with the announcement of a new Artificial Intelligence accelerator programme

The six-month initiative, set to commence in April 2024, is a collaborative effort between NovaUCD, UCD’s center for innovation and startup activities, and CeADAR, Ireland’s National Centre for Applied AI.

The primary focus of this accelerator program is to provide comprehensive support to entrepreneurs engaged in the development of AI solutions across various sectors, including healthcare, cybersecurity, education, sustainability, finance, content creation, supply chain and customer service, catering to a global market.

Participants in the programme can expect a range of valuable support, including access to a dedicated commercial mentor and workshops covering essential topics such as value proposition, route to market, sales strategies and securing investment.

This initiative is made possible through funding from the European Digital Innovation Hubs (EDIH) framework, a Europe-wide initiative with substantial financial backing of €700 million from both the European Commission and the governments of member states.

Minister of State for Trade Promotion, Digital, and Company Regulation, Dara Calleary, officially announced the launch of this transformative programme in the past week.

“The AI Ecosystem Accelerator programme, positioned at the intersection of higher education, industry, and research, aims to propel AI start-ups forward by providing dedicated technical and commercial supports,” he said.

Tom Flanagan, the Director of Enterprise and Commercialisation at UCD, expressed enthusiasm for the new programme, emphasising its role in showcasing and supporting the most advanced AI startups in Ireland.

We are actively seeking applications from Irish-based start-ups with innovative AI-based products or services, inviting them to join an ecosystem that fosters the success of the most promising entrepreneurs in Ireland utilising AI,” he said.

AI Ireland Founder Mark Kelly also stated that the programme is a testament to the great work being done by AI startups throughout the island of Ireland and will only pave the way for more innovation.

“UCD’s AI accelerator program is a testament to the transformative power of innovation”, he said. “By nurturing AI startups, it paves the way for groundbreaking solutions that will shape the future of diverse industries.”

This initiative marks a significant step forward in nurturing and promoting the growth of AI-driven enterprises, leveraging the unique strengths of UCD’s innovation hub and CeADAR’s expertise in applied AI. 

As the programme gears up for its launch in April, it presents a compelling opportunity for aspiring AI entrepreneurs to make their mark in a dynamic global market.

AI Unleashed: Navigating the AI Revolution

Accessible for purchase on Amazon, AI Ireland’s latest book “AI Unleashed: Navigating the AI Revolution,” is your must read for 2024. For executives, policy architects or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Book an AI Presentation with AI Ireland today

Discover tailored presentations designed to meet the unique needs of your industry. Gain invaluable insights into the transformative power of AI technologies, ensuring your organisation stays ahead of the curve. Equip your team and stakeholders with the knowledge they need to confidently embrace the future.

Don’t miss the chance to enlighten your team and explore how innovation is positively impacting your industry. Secure your presentation now!

Categories
Education

E133 Balaji Padmanathan, Data Scientist & Masters Graduate at UCD

Welcome to episode E133 of the AI Ireland podcast, the show that explores the applications and research of Data Science, Machine Learning and Artificial Intelligence on the island of Ireland.

Our mission is to increase the use of AI for the benefit of our society, our competitiveness and everyone living in Ireland.

Today’s guest is Balaji Padmanathan, Data Scientist & Masters Graduate at Uniersity College DublinBalaji was the winner in the Best Application of AI in a Student Project at the 2023 AI Awards for his project focusing on optimising electric vehicle charging station locations in Dublin. The aim of the project was to make Dublin more sustainable and serve as a model for global efforts to combat climate change and promote responsible urban development.

Topics include:

  • Optimizing electric vehicle charging stations for viability
  • Pivoting to DBSCAN and ranking methods due to data scarcity
  • Utilizing open source data such as OpenStreetMap & OpenChargeMap for analysis
  • Validating analysis using existing EV stations for accuracy assessment
Subscribe to the AI Ireland Podcast

AI Unleashed: Navigating the AI Revolution

Accessible for purchase on Amazon, AI Ireland’s latest book “AI Unleashed: Navigating the AI Revolution,” is your must read for 2024. For executives, policy architects or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Book an AI Presentation with AI Ireland today

Discover tailored presentations designed to meet the unique needs of your industry. Gain invaluable insights into the transformative power of AI technologies, ensuring your organisation stays ahead of the curve. Equip your team and stakeholders with the knowledge they need to confidently embrace the future.

Don’t miss the chance to enlighten your team and explore how innovation is positively impacting your industry. Secure your presentation now!

Categories
Sustainability

E132 Luca Marchesotti, Founder and CEO of Gemmo AI

Welcome to episode E132 of the AI Ireland podcast, the show that explores the applications and research of Data Science, Machine Learning and Artificial Intelligence on the island of Ireland.

Our mission is to increase the use of AI for the benefit of our society, our competitiveness and everyone living in Ireland.

Today’s guest is Luca Marchesotti, Founder and CEO of Gemmo AI. A leader in bespoke AI solutions, Gemmo AI offer services in consultancy and R&D for Computer Vision, Predictive and Generative AI projects. Their innovative AI-driven noise monitoring system has led to the launch of Risso AI, a specialised SaaS product aimed to help the growing concern around noise pollution.

Gemmo AI won the Best Application of AI in Sustainability at the 2023 AI Awards for developing an API for noise source identification to address noise pollution in Dublin and beyond, to improve health and enhance the quality of life. It’s their vision to create a world where environmental surveillance safeguards the planet.

Topics covered:

  • The work they do at Gemmo AI
  • How they are solving Noise Pollution with AI
  • The issues with manual noise monitoring and how they are solved with AI
  • Use Cases of Noise Source Attribution AI
  • The Noise Mitigation Value Chain
  • Risso AI: SaaS for Automated Noise Source Attribution
Subscribe to the AI Ireland Podcast

AI Unleashed: Navigating the AI Revolution

AI Ireland are excited to unveil our new book, “AI Unleashed: Navigating the AI Revolution,” which is now accessible for purchase on Amazon. For executives, policy architects, or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Now available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Book an AI Presentation today

AI Ireland offers tailored presentations catering to your industry’s needs, providing invaluable insights into the transformative power of AI technologies. Stay ahead of the curve and equip your organisation with the knowledge it needs to confidently embrace the future.

Don’t miss the opportunity to enlighten your team and stakeholders. Book a presentation today and explore how innovation is positively impacting your industry.

Categories
News

Mark Kelly speaks with NewsTalk and RTÉ News on how Santa Claus uses AI

With Christmas done and dusted for another year, the age-old mysteries surrounding the logistics of Santa Claus’ journey have captured the attention of experts. AI Ireland Founder Mark Kelly spoke with RTÉ News and Newstalk’s Down to Business over the Christmas period to discuss how science and a touch of magic come together to unravel the secrets behind Santa Claus’ remarkable Christmas Eve adventure.

Making the List: Santa’s Digital Upgrade

Santa’s iconic list-making tradition has undergone a modern transformation. In the past, Santa relied on paper and pen but now, with the help of technology, he has embraced Artificial Intelligence. The elves input information from countless letters into a vast digital database and AI algorithms assist in streamlining the process. According to Mark Kelly, Founder of AI Ireland, Santa scans the letters using AI to ensure that every child receives the perfect gift.

Carrying the Presents: Santa’s High-Tech Sleigh

Santa’s sleigh is no ordinary vehicle; it incorporates cutting-edge technology inspired by space agencies like NASA and the European Space Agency. The sleigh utilizes lightweight and strong composite materials, along with embedded sensors. These sensors help the elves understand the weight distribution as they pack the sleigh with gifts. The result is a state-of-the-art, high-tech sleigh equipped for global gift delivery.

Finding the Way: Navigating with AI

Gone are the days of relying solely on maps and reindeer instincts. Santa now employs AI and geospatial data to map the optimal course for his worldwide journey. This ensures that he can efficiently deliver presents to every corner of the globe within the span of one magical night.

The Journey Duration: Time Zones and Earth’s Rotation

While there are only 24 hours in a day, Santa benefits from the Earth’s rotation and the division of the world into 24 time zones. As he travels from East to West, Santa actually has approximately 31 hours to complete his gift deliveries, making the seemingly impossible task a reality.

Speed and Magic: The Mystery Persists

To visit around 200 million homes, experts estimate that Santa needs to travel at a mind-boggling speed of over two thousand kilometers per second. Despite extensive scientific studies, the precise mechanics behind Santa’s speed remain a mystery, leaving room for the touch of magic that defines Christmas.

AI for Efficiency: Santa’s Potential Technological Upgrades

In a modern twist, there’s speculation that Santa could harness the power of AI to streamline his operations further. AI Ireland Founder Mark Kelly suggests employing “route optimization” technology for efficient journey planning, considering factors such as weather and time zones. AI could also be utilized to monitor the health of Santa’s reindeer and even assist in the gift selection process based on children’s letters.

🎧 Listen to Mark speak with Bobby Kerr on Newstalk’s Down to Business at this link.
Conclusion

The combination of science and a touch of magic continues to make the impossible possible, even at Christmas time. From digital list-making to high-tech sleighs and AI-assisted navigation, Santa Claus has seamlessly integrated technology into his timeless traditions, ensuring that the spirit of Christmas lives on in the most enchanting way possible.

AI Unleashed: Navigating the AI Revolution

Accessible for purchase on Amazon, AI Ireland’s latest book “AI Unleashed: Navigating the AI Revolution,” is your must read for 2024. For executives, policy architects or technology aficionados seeking to make sense of the intricate world of AI, “AI Unleashed: Navigating the AI Revolution” is your essential handbook. Available on Amazon Kindle or hard copy, this book furnishes you with the expertise and instruments required to employ AI both effectively and ethically.

Book an AI Presentation with AI Ireland today!

Discover tailored presentations designed to meet the unique needs of your industry. Gain invaluable insights into the transformative power of AI technologies, ensuring your organisation stays ahead of the curve. Equip your team and stakeholders with the knowledge they need to confidently embrace the future.

Don’t miss the chance to enlighten your team and explore how innovation is positively impacting your industry. Secure your presentation now!