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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.

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

Demystifying RAG: Enhancing AI Chatbots with Retrieval-Augmented Generation

The acronym “RAG” might not be as familiar as other buzzwords within Artificial Intelligence, but it holds significant importance in advancing the capabilities of AI chatbots. Retrieval-Augmented Generation (RAG) is a methodology that enriches how machines comprehend and generate information, elevating the effectiveness of AI in various applications.

Understanding RAG

At its core, RAG improves the performance of AI by combining the strengths of Large Language Models (LLMs) with targeted retrieval of information. While LLMs excel at natural language processing and sentence formation based on existing knowledge, RAG extends these capabilities by incorporating specific data retrieval.

Imagine a magical mailbox that can respond to your letters, representing a typical LLM or AI chatbot with a wealth of general knowledge. Now, if you ask about a specific recipe, math problem or weather forecast, areas where the mailbox lacks direct information, RAG steps in.

The Retrieval part involves seeking out relevant information from external sources, represented by a metaphorical cake shop in our analogy. This cake shop, a specialised data source, provides the necessary details, such as the location of the recipe in its library. The Generation part involves the AI model summarizing and incorporating this retrieved information into a response, creating a more informed and contextually rich answer.

Not a Universal Necessity

It’s important to note that RAG isn’t universally required for all AI applications. In tasks like translation, summarization, or sentence completion, where general knowledge suffices, RAG might not be essential. It primarily comes into play when specific, detailed information is needed.

Why RAG Matters

RAG serves as a research assistant for AI, enabling it to furnish more accurate, detailed and reliable responses. In the context of chatbots, RAG ensures that responses are not solely reliant on pre-fed information but also incorporate the latest and most pertinent data retrieved from diverse sources.

Applications of RAG
  • In Customer Service: Chatbots equipped with RAG can offer more detailed and up-to-date information, enhancing customer support experiences.
  • In Research: RAG facilitates the rapid gathering and synthesis of information, aiding researchers in various fields.
  • In Everyday Life: Virtual assistants like Siri or Alexa become more helpful and informative by leveraging RAG to access a broader range of information.
Conclusion

Retrieval-Augmented Generation represents a significant stride in making AI more helpful, knowledgeable and reliable. It equips AI with the equivalent of a supercharged internet browser, enabling it to search and gather information efficiently, thus providing more nuanced and contextually relevant answers. As AI continues to evolve, RAG stands out as a crucial tool in enhancing its capabilities across various domains.

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

Your Ultimate Guide to Booking an AI Speaker and Presentation

Artificial Intelligence presentations are gaining popularity as organisations actively seek inventive methods to communicate and captivate their audience. Through the integration of AI technology, speakers can present dynamic, engaging, and visually captivating slideshows that make a lasting impression. 

This article delves into the advantages of AI presentations, explores available platforms, and offers a step-by-step guide on scheduling an AI presentation. It also provides insights on selecting compelling topics, captivating audiences, enhancing visual elements, integrating interactive features, and addressing challenges in delivering AI-driven presentations. Additionally, the article delves into evaluating the success of AI presentations and delves into future trends in this dynamic field.

Understanding the benefits of AI Presentations

AI presentations offer a multitude of advantages that traditional presentations cannot match. Primarily, AI technology empowers presenters to craft dynamic and personalised content that resonates with their audience. By analysing the audience’s preferences and behavior, AI platforms can dynamically customise the presentation, ensuring its relevance and engagement in real time.

Imagine attending a conference focused on the latest developments in artificial intelligence. As the presenter begins, you notice a distinctive quality to this presentation—it feels specifically tailored to your interests. This personalisation is achieved through the presenter’s use of AI technology, which analyses your preferences and behaviour, resulting in content that is both personalised and captivating.

In addition, AI presentations can seamlessly incorporate interactive elements like quizzes or polls to actively engage the audience and glean valuable insights. These interactive features not only maintain audience engagement, but also offer the presenter an opportunity to collect real-time feedback and understand the audience’s perspective.

Now, envision yourself at a business seminar where the presenter explores the future of AI in the workplace. As the presentation unfolds, you’re prompted to participate in a quiz assessing your knowledge on the topic. This interactive component not only keeps you engaged but also allows the presenter to gauge the audience’s understanding and address any arising misconceptions or questions.

Furthermore, AI presentations empower presenters to visually represent complex data and concepts in a compelling and easily understandable manner. Through advanced graphics and visualisations, presenters can simplify intricate information, enhancing audience comprehension and knowledge retention.

Imagine attending a scientific conference where a researcher presents groundbreaking data on climate change. Instead of overwhelming you with numerous graphs and charts, the presenter utilises AI technology to create visually stunning representations that simplify the intricate data. This not only facilitates easier understanding but also leaves a lasting impression on your mind.

By harnessing the capabilities of AI, presenters can elevate their presentations, delivering content that is not only informative but also captivating and tailored to the audience’s needs. The undeniable benefits of AI presentations are reshaping how we interact with information, leaving a profound impact on the audience.

Exploration of Various AI Presentation Platforms

Numerous AI presentation platforms are accessible, each offering distinct features and capabilities. At AI Ireland, we provide both in-person and virtual presentations.

A Step-by-Step Guide to Booking an AI Presentation

Securing an AI presentation involves a series of essential steps to guarantee a successful event. The initial step is to define your goals and objectives for the presentation.

  • What message do you wish to convey?
  • What actions do you want the audience to take?

Once your objectives are clear, commence researching AI presentation platforms and service providers. Subsequently, engage with AI Ireland to discuss your requirements and obtain quotations.

Consider factors such as pricing, customisation options and technical support. It is crucial to establish open communication and ensure that the provider comprehends your vision for the presentation.

After selecting a provider, collaborate closely with AI Ireland to develop the presentation’s content. Furnish them with all necessary information, such as the target audience, key points and specific visuals or graphics you wish to include.

Before the presentation, conduct thorough testing to ensure seamless execution. Verify the functionality of audio, visuals, and interactive elements to preclude any technical glitches during the event.

Conclusively, promote your AI presentation through various channels to attract a relevant and engaged audience.

Selecting the Appropriate AI Presentation Topic

Choosing the right topic is pivotal for the success of your AI presentation.

  • Consider the interests and needs of your target audience.
  • Research industry trends and current events to pinpoint topics that are pertinent and timely.

It is also crucial to opt for a topic aligning with your expertise and goals, ensuring the delivery of a compelling and informative presentation.

When selecting a topic, strive for a balance between novelty and familiarity. While exploring new ideas is exciting, ensure they are relatable and comprehensible to your audience. Conducting polls or surveys can aid in gauging audience interest and tailoring the topic accordingly.

Tips for Captivating Audiences in an AI Presentation

Capturing the audience’s attention is vital to maintaining their interest and ensuring the success of your AI presentation.

Here are some strategies to enhance engagement:

  • Commence with a compelling introduction to immediately grab the audience’s attention.
  • Employ storytelling techniques to make the content relatable and memorable.
  • Integrate interactive elements like live polls or quizzes to actively involve the audience.
  • Encourage audience participation through question-and-answer sessions or group discussions.
  • Maintain dynamic presentation pace by incorporating multimedia elements and varying your delivery style.
Enhancing Visuals and Graphics in AI Presentations

Visuals and graphics play a pivotal role in effectively conveying information in AI presentations.

Here are some suggestions to elevate the visual appeal of your presentation:

Utilize high-quality images and videos relevant to your content.

  • Incorporate visually appealing charts, graphs and infographics for compelling data presentation.
  • Choose a consistent color scheme and font style to ensure visual coherence.
  • Integrate animation and transitions for visual interest and a dynamic presentation.
  • Ensure visuals and graphics are easily readable and understandable, even from a distance.
Incorporating Interactive Elements in AI Presentations

Interactive elements significantly enhance audience engagement in AI presentations. Consider including the following interactive features:

  • Virtual reality experiences for immersion in a simulated environment relevant to your topic.
  • Augmented reality elements overlaying digital information onto the real world for an interactive experience.
  • Live polls or quizzes to gather real-time feedback and encourage active participation.
  • Interactive question-and-answer sessions to address audience queries and foster a sense of connection.
  • Group activities or discussions to promote collaboration and engagement among audience members.

 

Overcoming Challenges in Delivering an AI Presentation

Delivering an AI presentation can present challenges. Here are common challenges and ways to overcome them:

  • Technical difficulties: Test all equipment and software beforehand to minimize the risk of issues.
  • Nervousness: Practice multiple times to build confidence and become familiar with the content.
  • Information overload: Structure the presentation logically and break complex information into digestible chunks.
  • Engaging a diverse audience: Research the audience and tailor content to their needs and interests.
  • Time management: Allocate sufficient time for each section and practice timing for a smooth delivery.
Measuring Success: Evaluating the Impact of AI Presentations

Measuring the success of your AI presentation is crucial for understanding its impact and making improvements. Consider these metrics:

  • Attendance rate: Measure attendees compared to the target audience to gauge interest.
  • Engagement level: Monitor audience interactions during the presentation.
  • Feedback: Collect audience feedback through surveys or discussions.
  • Conversion rate: Track conversions if the presentation aims to drive specific actions.
  • Social media reach: Analyze reach and engagement on social media platforms.
Future Trends in AI Presentations

As technology evolves, AI presentations are likely to see advancements. Future trends may include:

  • Advanced natural language processing for interactive and conversational presentations.
  • Integration with virtual and augmented reality for enhanced immersive experiences.
  • Automatic real-time translation to overcome language barriers.
  • Augmented intelligence combining human expertise with AI for more insightful presentations.
  • AI-generated content and presentation suggestions based on audience preferences.

In conclusion, booking an AI presentation can be an impactful way to communicate with your audience. Understanding the benefits, exploring platforms, and following a step-by-step guide can help create a compelling presentation. Choose the right topic, enhance visuals, incorporate interactive elements, overcome challenges and measure success. Stay updated on future trends to stay ahead.

Why Book Mark Kelly for Your AI Presentation?
  • Expertise in Advanced AI Trends: Delve into advanced natural language processing for highly interactive presentations.
  • Immersive Experience with AR/VR: Integration of virtual and augmented reality for captivating experiences.
  • Global Reach Through Real-Time Translation: Overcome language barriers with AI-powered translation.
  • Augmented Intelligence Insight: Blend human expertise with AI for insightful and compelling presentations.
  • Customized Content: Benefit from AI-generated content tailored to audience preferences.

Don’t miss the opportunity to bring a visionary dimension to your event. Book Mark Kelly for an unforgettable presentation that explores the cutting edge of AI technology and applications.

Contact us to discuss your requirements and secure Mark Kelly for a presentation on future trends in AI. Elevate your gathering with insights from one of the industry’s leading experts. Prepare to explore the boundaries of what’s possible with AI, with Mark Kelly guiding the way.

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News

Navigating the Shadows: The Dual-Edged Sword of AI in the Workplace

In the rapidly evolving digital landscape, Artificial Intelligence tools are becoming indispensable for businesses seeking to enhance efficiency and innovation. However, the unauthorised use of AI tools, known as “shadow AI,” presents a burgeoning challenge for information leaders. 

This phenomenon, characterised by the unsupervised implementation of AI technologies, risks exposing organisations to data breaches, intellectual property theft, and compliance violations. Experts argue that whilst outright prohibitions on AI tools are not viable, implementing strategic guardrails and fostering an educational environment can mitigate these risks effectively.

The Emergence of Shadow AI

Shadow AI emerges when employees use AI technologies without explicit approval from their organisation’s IT or cybersecurity departments. This trend is not entirely new; it’s an evolution of the shadow IT practices observed in the past. However, shadow AI introduces complexities and dangers far beyond those previously encountered. Unauthorised AI applications can inadvertently expose sensitive information, infringe on copyright laws or even aid cybercriminals in developing sophisticated malware.

Risks and Concerns

The core concerns surrounding shadow AI revolve around governance and security. Questions arise about whether confidential information is being unwittingly shared with publicly accessible AI models or if personal data about customers is being compromised. Additionally, smaller organisations, which often rely on free versions of AI tools, face heightened risks of inaccuracies and data hallucinations inherent in these platforms.

Notable instances, such as data leaks at major corporations like Samsung, underscore the potential fallout of unregulated AI use. These incidents highlight the delicate balance organisations must strike between fostering innovation and ensuring security.

Striking a Balance

Experts in cybersecurity and information governance suggest that a balanced approach, rather than outright bans on AI tools, is more effective. Prohibitions often fail to curb unauthorised use and can alienate talented employees. Instead, setting clear guidelines and encouraging a culture of compliance can both harness the benefits of AI and safeguard against its pitfalls.

Innovative strategies, such as hosting annual competitions for creative projects, can channel the inventive energies of employees within a structured framework. This approach not only nurtures innovation but also aligns it with organisational goals and security protocols.

The Role of Education and Technology

Educating employees about the risks associated with shadow AI and the proper channels for tool approval is crucial. However, education alone may not suffice. Implementing technological solutions, like endpoint security tools and cloud access security brokers, can provide a scalable defence against unauthorised AI use. These technologies help monitor and control data flow, ensuring that sensitive information remains secure.

The Future of AI in the Workplace

While the challenges posed by shadow AI are significant, they do not diminish the value and potential of AI technologies. Organisations that embrace AI, whilst implementing effective oversight and educational initiatives, can outpace competitors and lead their industries. The key lies in finding the right balance between innovation and security, allowing businesses to leverage AI’s power without succumbing to its potential risks.

 

“Embracing AI is not about unleashing technological chaos; it’s about harnessing its potential within a framework of responsibility and innovation. The future belongs to those who can balance the incredible capabilities of AI with the need to maintain trust and security. It’s a fine line to walk, but absolutely necessary for progress,” said Mark Kelly, Founder of AI Ireland.

Shadow AI represents a complex challenge for today’s organisations, but it is not insurmountable. By adopting a comprehensive strategy that includes clear policies, education and the judicious use of technology, businesses can mitigate the risks whilst reaping the benefits of AI. As we navigate this new terrain, the goal should not be to stifle innovation but to ensure that it flourishes in a secure and controlled environment.

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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Generative AI

Getting Generative AI Ready E04: ‘The challenges of technical debt in data platforms’ with Snowflake and GlobalLogic

Welcome to episode four 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 fourth episode of this five-part podcast series, we’re joined by Fawad Qureshi, Global Industry Field CTO at Snowflake and and Keith Hinde, Principal Consultant at GlobalLogic.

In this episode, Fawad and Keith discuss the need for companies to focus more on defining impactful problems rather than just adopting new technologies. 

Drawing parallels with the hype around technologies like Hadoop and ChatGPT, they highlight that a strong data foundation is essential for benefiting from these capabilities. The analogy of a marathon runner’s shoes is used to stress the importance of foundational work in technology adoption.

To guide companies in prioritising their efforts, Fawad recommends creating an effort-value matrix, focusing on high-effort/high-value projects and low-effort/high-value quick wins. 

The discussion shifts towards upcoming challenges like ESG and sustainability, portraying them as high-effort, high-value projects with the potential to disrupt industries and the planet.

The conversation explores metrics for assessing effective problem-solving, emphasising the importance of time to insight and monitoring service request turnaround. 

The concept of data as a product is introduced, with Fawad and Keith urging organisations to build data as a service businesses and leverage marketplaces for innovation through crowdsourcing.

The importance of metadata governance is highlighted as a crucial element for understanding how data is used, contributing to an infinite feedback loop and fostering innovation. 

The role of effective communication in promoting governance within organisations is underlined, with the understanding that it goes beyond a checkbox exercise, involving active participation and collaboration for sustainable innovation.

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!

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Presentations

Unleashing AI: Navigating the Future of Innovation and Ethics

At the Host in Ireland 2024 Global Partner Kickoff, AI expert and author Mark Kelly captivated attendees with a keynote on the dual nature of generative AI, balancing its transformative potential against ethical considerations. 

His insights into how AI can revolutionise industries while necessitating careful ethical practices resonated deeply, sparking engaging discussions among the 58 partners and 116 delegates from leading companies and six countries.

Taunya, Marketing Director at Host in Ireland, praised Mark’s presentation for its informative and engaging nature, reflecting the positive reception from an audience keen on understanding AI’s future applications and challenges.

Mark’s contribution not only aligned with Host in Ireland’s mission to promote Ireland as a prime data hosting location but also encouraged a thoughtful dialogue on leveraging AI responsibly, leaving a lasting impact on the event’s participants and reinforcing Ireland’s significant role in the global data hosting landscape.

Testimonial

“Mark Kelly delivered an exceptional keynote at yesterday’s Host in Ireland Kick Off Event, captivating every attendee with his profound insights into the future of AI. His involvement not only enriched our understanding but also sparked a lively, informative dialogue that resonated with all present. We are immensely grateful for his contribution and thank him for being such an outstanding speaker—a true highlight of our event.”

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!