Tag: data science

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Sustainability

E134 Puravee Bhattacharya, Data Product Owner – Group Data Office at Energia

Welcome to episode E134 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 Puravee Bhattacharya, Data Product Owner – Group Data Office at Energia. Energia is the longest supplier of 100% green electricity on the island of Ireland. They are engaged in a wide range of projects including bio-energy, energy storage and solar energy. Through strategic initiatives and investments, Energia are decisively addressing the challenges of energy provision in a world that is grappling with climate change. 

Puravee is a Data and Analytics professional with 10 years of Product and Consulting experience in advisory, regulatory and investigatory roles within the Data Science landscape. She has a track-record of delivering large-scale Project and Program Management in Business Intelligence, Business Transformation, Technology enablement and Regulatory driven change/implementation projects.

Topics include:

  • An overview of her role with Energia
  • The energy sector’s shift to renewables, sustainability and traceability
  • How Data drives efficiency in sustainable energy transition
  • Adaptability in tech, reskilling and data accessibility
  • A Consumer-led sustainable energy shift via decentralisation and digitalisation
  • How Smart meters enable informed consumption for efficient energy use
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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.

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

Key Considerations in Accelerating AI Adoption for Businesses

Businesses aiming to harness the advantages of cutting-edge Artificial Intelligence tools, such as automating repetitive tasks, enhanced data analytics, reduced human error and improved decision-making speed, are encountering obstacles hindering rapid AI adoption.

A late 2023 survey of 120 UK senior AI/machine learning decision-makers by research and media firm Foundry and technology consulting firm Searce revealed that less than 40% of organisations had successfully deployed an AI project.

Foremost among the barriers identified was the surge in cybersecurity threats, with 58% of respondents in the Foundry/Searce study citing data security as a principal impediment to AI adoption.

Mark Kelly, Founder of AI Ireland, commented that the research highlighted a lack of comprehension regarding the security vulnerabilities of AI applications, particularly those utilising large language models.

He emphasised that these vulnerabilities are not well-understood by most application developers and security testers. Mark suggested that, until there is improved awareness and better tools for auditing and defence, some Chief Information Security Officers (CISOs) are cautioning against launching AI projects due to potential additional risks.

According to Mark Kelly, an essential proactive measure for companies is to enhance their understanding of how AI functions. He anticipates the emergence of dedicated security training and certifications for AI in the coming years. However, in the interim, he recommends internalising this knowledge within data scientists and individuals with expertise in security and AI.

Given the nascent state of tooling in this domain, organisations should primarily concentrate on developing processes to effectively threat model their AI applications, identifying and mitigating unique risks associated with AI.

Overcoming Challenges in Maximizing AI Return on Investment

One significant obstacle hindering the realisation of AI’s full potential is the lack of clear use cases. According to Mark Kelly, who recently authored ‘AI Unleashed, Navigating the AI Revolution As a Business Executive’ and Founder of AI Ireland, many businesses struggle to identify organisational use cases that will yield substantial return on investment (ROI).

He emphasised the critical role of prioritisation in successful AI adoption, noting that selecting an overly impactful use case can lead to doubts across the organization in case of failures. Conversely, opting for a use case with minimal impact fails to garner momentum. Achieving the right balance between complexity and impact is crucial for widespread AI adoption within an organisation.

To address this challenge, Mark suggests establishing an AI council with a focused approach to prioritising use cases. Involving representatives from various organizational departments in the council ensures a comprehensive understanding of where AI can make the most significant impact.

Many organisations express interest in leveraging AI applications but struggle to identify areas where it can add substantial value, according to Mark. He notes a prevailing sense of urgency akin to a “gold rush,” reminiscent of the early blockchain days, where organisations are eager to adopt AI without a thoughtful consideration of its applicability to specific use cases.

Talent shortage in the AI field is another significant barrier. With rapid technological changes, organisations find it challenging to attract and retain top talent. Mark emphasises the importance of investing in talent acquisition and implementing training programs to enhance the proficiency of existing employees in AI. This proactive approach strengthens the talent pipeline, facilitating smoother AI initiatives.

Furthermore, low model maturity poses a challenge, particularly in generative AI models. Mark highlights the risk of “hallucinations” where AI models generate false information not grounded in real data or events. In industries like healthcare and financial services, where accuracy is paramount, these hallucinations raise caution among early adopters. Mark suggests that until AI models mature, companies aiming for rapid AI adoption must navigate this challenge cautiously.

Navigating Regulatory Challenges in AI Adoption

The landscape of AI adoption encounters a significant hurdle in the form of regulatory policies and compliance efforts. According to Mark Kelly, Founder of AI Ireland, the early stage of AI adoption has regulators in the process of evaluating its implications.  Government and regulatory bodies are still in the early phases of formulating guidelines that will shape the broader adoption of AI across companies.

This regulatory uncertainty has prompted caution among companies, particularly those in highly regulated industries. Many are inclined to adopt a “wait-and-see” approach, anticipating the direction regulators take. As Mark highlights, this cautious stance slows down adoption, as companies are hesitant to implement AI solutions that may require unwinding in the face of substantial regulatory changes.

Staying abreast of AI developments is imperative for businesses navigating this regulatory landscape. Mark underscores that AI adoption is not a one-time event but an ongoing mindset shift, where organisations approach all processes with an AI-first lens. Keeping up with the latest advancements becomes crucial for the success of an AI adoption journey.

In essence, as regulatory frameworks evolve, companies must remain vigilant, adjusting their AI strategies in accordance with emerging policies. This adaptability is essential for ensuring a smooth and compliant AI adoption journey in the evolving regulatory landscape.

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 Dublin. Balaji 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.

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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!

Categories
News

Navigating the Evolving AI Landscape in 2024

Entering 2024, the dominance of Artificial Intelligence becomes the central focus, presenting both opportunities and complexities. While 2023 showcased significant advancements, it also unveiled pivotal questions and challenges demanding our complete attention. In this article, we delve into several essential AI trends worth monitoring throughout 2024.

1. Generative AI and LLMs

Generative AI and Large Language Models (LLMs) emerged as frontrunners in 2023, commanding attention for their transformative potential. Their expanding influence promises to revolutionise user experiences across diverse industries throughout 2024. These technological wonders are pivotal for increased productivity and innovation but as their capabilities expand, the responsibility for ethical implementation becomes increasingly urgent.

2. Impact on Employment Dynamics

The direction in which AI is evolving predicts a significant change in the job market. While it enhances human roles across various sectors, the potential threat of job displacement necessitates proactive steps and forward-thinking strategies. Effectively managing this shift in employment dynamics requires focused attention to mitigate negative outcomes within the general public.

3. Advancements in Vision Intelligence

Visual AI stands at the brink of monumental strides, poised to comprehend and interpret visual information with heightened accuracy. Its applications span diverse domains like healthcare, autonomous vehicles and surveillance. However, the potential for deepfakes and privacy concerns necessitates robust ethical frameworks to steer this power responsibly.

4. Cybersecurity Challenges

The accelerated pace of AI development poses a formidable challenge in the realm of cybersecurity. Cybercriminals exploit generative AI capabilities, elevating threats such as phishing and misinformation campaigns. Building resilient defence mechanisms and agile countermeasures to combat evolving cyber threats becomes imperative.

5. Government Regulation and Legislation

The surging significance of AI propels governments worldwide into the realm of policymaking, aiming for a delicate balance between fostering innovation and ensuring responsible AI utilisation. The discourse around setting global standards underscores the need for collaborative endeavors among nations to harness AI’s potential while averting unintended consequences.

While these trends present unprecedented opportunities, they also unravel a fabric of ethical, societal and regulatory concerns. Responsible and ethical use of AI becomes crucial to navigate these upcoming advancements effectively.

As we progress through 2024, a balanced approach is essential, harnessing the potential of AI while actively confronting its inherent challenges. Collaborative initiatives involving industry leaders, policymakers, and experts are pivotal in charting a path where AI drives progress while maintaining ethical standards and societal welfare.

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.