Today’s guest is Deepak John Reji, Senior Data Scientist, and associated with University of Limerick. Discussing Deepak’s AI Awards 2024 nomination in the Best Use of Responsible AI an Ethics category, this episode centres around the challenges and opportunities in creating safe and responsible large language models (LLMs) that strive to reduce bias and bolster ethical AI practices.

Topics include:

0:00 Mitigating bias in AI through fine-tuned LLMs

5:23 Challenges in curating unbiased data and training models

8:39 How bias perception varies by context, demographics and culture

11:29 How diverse annotators ensured culturally representative bias assessments

12:53 Enabling scalable, domain-specific LLM solutions through Instruction-led fine-tuning

15:21 Focus on responsible AI, integrating ethics and cognitive science

Today's guest is Jennifer Geraghty Ryan, Principal Product Manager at Microsoft Ireland. As AI agents emerge as some of the most exciting innovations, Jennifer – who was an AI Person of the Year finalist at the 2024 AI Awards - delves into her journey and the groundbreaking work that her team is doing with AI agents and Copilot Studio.

Today’s guest is Alan Smeaton, Professor of Computing at Dublin City University. and a member of the government’s AI Advisory Council. In this episode, Alan chats with host Mark Kelly about the evolution of Artificial Intelligence, its current applications in education and energy, and its future potential.

Topics include:

0:00 His experience integrating AI research, teaching and applications

2:14 How Generative AI supports both traditional and self-directed learning

5:59 How Multiple LLMs address biases through collaboration and diversity

9:11 Being cautious about agentic AI systems; logic processing underdeveloped

12:09 Using smart meters to track energy use & enable personalized tariff comparisons

17:20 Why AI’s future may face a reckoning, favouring diversity over monopoly

20:10 The AI landscape is unpredictable, with new players and growing regulation.

Today’s guests are Muiris O’Dwyer, CEO and Co-Founder and Aidan Connolly, Co-Founder and Director of Technology at EcoEasi. EcoEasi leverages AI to simplify supply chain ESG (Environmental, Social, and Governance) reporting for mid-sized companies and their SME suppliers. They have been selected as a finalist for Best Application of Sustainability for the 2024 AI Awards, highlighting its innovative approach to democratising ESG reporting through AI.

Topics include:

0:00 Applying AI to simplify ESG reporting for SMEs and corporates

7:38 Using Oracle AI to pre-populate accurate SME reporting data

9:23 Simplifying complex SME reporting for SMEs efficiently

10:46 Ensuring data accuracy with anomaly detection

12:56 Simplifying ESG reporting for SMEs with robust accuracy

15:38 Staying updated on models by tracking partnerships and reliability

17:35 Challenges of trust in responses and data security

19:25 Staying updated on innovations to drive real-time ESG reporting

Today's guest is Apoorva Kumar, Co-Founder at CEO at Inspeq AI, who are a finalist in the Best Application of AI in a Startup category for the 2024 AI Awards. for their work in tackling Generative AI challenges by offering a comprehensive framework for evaluation, guardrailing and governance. 

Topics include:

0:00 Enabling responsible AI adoption through their governance platform

5:19 How they enable scalable, compliant generative AI for enterprises

9:41 Delivering fast, cost-effective, responsible AI compliance

12:06 Their rapid growth, major partnerships and aim for global AI impact

Today's guests are Stefan Goor, Group CIO and JC Durbin, Head of AI Innovation at Ardanis. As a finalist for the Best Application of AI in an SME and Consumer/Customer Service categories at the upcoming 2024 AI Awards, Ardanis offers a compelling narrative of how AI can transform business processes and customer interactions within the call centre industry.

3:27 Their customized approach aligning solutions to each client’s journey

5:07 How their AI platform Aileen addresses specific client needs

7:45 Improving call center scalability, agent well-being and customer satisfaction

12:39 Applying AI in contact centers delivers 99% accuracy, surpassing agent performance

15:13 The role of AI in reducing human error, improving categorization, training and processes

18:00 How Alien's accuracy, customization, and integration make it ideal for regulated sectors

20:52 Why innovation is problem-driven, focusing on value, not trends

Today's guest is Emerald de Leeuw, Co-Founder at Women in AI Governance. Emerald is a finalist in the 2024 AI Awards Women in AI Ambassador of the year category for her role in championing diversity and inclusion in AI, as well as her position as a leading expert in AI ethics and governance.

0:00 From entrepreneurial law student to GDPR-focused startup success

6:52 Balancing innovation with ethics for meaningful & responsible tech development

10:46 How a values-driven approach aligns with regulations and ethical principles

12:41 Why organizations must define values and leadership alignment with AI

14:46 How Mentorship, self-awareness and humility are key to leadership success

18:20 How Mentorship often starts organically, with mutual respect and timing

21:18 AI governance and privacy are evolving with legal frameworks

Today's guest is Fergal O'Connor, CEO/founder and Galvin Venugopal, Head of Engineering at Buymedia. The company have been nominated for the 2024 AI Awards in the Best Application of AI in SME for their AI-powered platform, which is designed to transform how SMEs approach advertising.

6:40 Using data-driven insights remove biases in audience media consumption

8:17 Testing multiple models for accurate media insights and feedback

10:01 How econometrics model optimises marketing campaigns for SMEs using AI

12:43 How Quality data sharing optimizes advertising and boosts client ROI

16:09 How Data integration takes time and why patience is needed for insights

18:10 Applying AI to enhance customer journeys and improve advertising efficiency

21:12 Integrating creative data can enhance campaign effectiveness analysis.

Today's guest is David Moore, CEO at Viska Systems. who have been selected as a finalists in the Best Application of AI in an SME at the 2024 AI Awards. They have been nominated for their AI-driven vision system, Viskam, which addresses inaccuracies in medical device manufacturing by providing precise counting of microscopic components.

0:00 His background and journey to founding Viska Systems

4:27 How Viskam pivoted to a product-based model, enhancing accuracy significantly

8:05 Simplifying model deployment, supporting open and closed-source options

10:11 Edge AI models face memory limitations, while machine vision requires accuracy

11:51 How Viskam reduces waste, designs recyclable products & saves energy

13:26 Focusing on on counting, label detection and video search

15:28 How Customer feedback is crucial for successful product development

16:43 Shifting towards less coding and enhanced scene detection in video.