Unlocking Responsible AI: AWS's Framework and Ethical Implementation Strategies

Kieran Gilmurray 'AI Unscripted'

#Tech #Kieran Gilmurray #Artificial Intelligence #Generative AI #Data Analytics #Intelligent Automation #Emerging Technologies #Technology #Innovation #Robotic Process Automation #Ai Content #Cloud Computing #Digital Transformation #Business

1:14:43

Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying math that powers modern machine learning to help everyone grasp this technology impacting our lives, even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…

рік тому 21:20

MP3•Головна епізоду

Unlock the secrets of responsible AI and learn how it can revolutionize system performance while keeping ethical considerations front and center.
This episode promises to guide you through AWS's insightful white paper on responsible AI, shedding light on its collaborative efforts with renowned organizations like NIST and OECD.
But rather than have you read all 19 pages of this super document I've created a verbal synopsis using NotebookLM.
Explore AWS's structured framework, broken down into four crucial phases—awareness, foundations, exploration, and scaling—and discover how developers, deployers, and end users share the responsibility for effective AI communication and collaboration.
We delve into AWS's eight dimensions of responsible AI, such as fairness and transparency, using real-world examples to illustrate the delicate balance required for each.
As AI becomes an integral part of our lives, this episode tackles the challenges and complexities of ethical AI implementation across its lifecycle. From addressing concept drift to maintaining transparency and privacy in sensitive sectors like healthcare, you'll gain insights into AWS's strategies for ensuring data quality and conducting adversarial testing.
We'll (or rather my digital narrators) also emphasize the personal and professional empowerment that comes with understanding AI's strengths and limitations, encouraging listeners to advocate for ethical AI development and engage with policymakers.
The conversation ultimately challenges us to rethink our interactions with AI, urging a collective effort to shape an AI future that serves the greater good.
Enjoy.
Kieran

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For more information:
🌎 Visit my website: https://KieranGilmurray.com
🔗 LinkedIn: https://www.linkedin.com/in/kierangilmurray/
🦉 X / Twitter: https://twitter.com/KieranGilmurray
📽 YouTube: https://www.youtube.com/@KieranGilmurray
📕 Buy my book 'The A-Z of Organizational Digital Transformation' - https://kierangilmurray.com/product/the-a-z-organizational-digital-transformation-digital-book/
📕 Buy my book 'The A-Z of Generative AI - A Guide to Leveraging AI for Business' - The A-Z of Generative AI – Digital Book Kieran Gilmurray

Розділи

1. Responsible AI (00:00:00)

2. Ethical Implementation of AI Lifecycle (00:09:57)

3. Empowering Responsible AI Use (00:19:09)

80 епізодів

Unlocking Responsible AI: AWS's Framework and Ethical Implementation Strategies

Kieran Gilmurray 'AI Unscripted'

published рік тому

Поширити

MP3•Головна епізоду

Support the show

Розділи

1. Responsible AI (00:00:00)

2. Ethical Implementation of AI Lifecycle (00:09:57)

3. Empowering Responsible AI Use (00:19:09)

80 епізодів

Усі епізоди

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рік тому15:35

15:35

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29:28

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рік тому3:10

3:10

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рік тому11:16

11:16

Discover the backbone of post-production automation support with us, Daniel Andrews and Kieran Gilmurray, as we dissect the pivotal functions of the Robotic Operations Centre (ROC). Our conversation peels back the layers of sustaining an automated ecosystem, emphasizing the trifecta of product, process, and platform. Whether you're a seasoned professional or new to the field, our insights into the ROC's evolution and its role in amplifying your automation initiatives can be a game-changer for your organization. Tune in to uncover the diverse skill sets that are the lifeblood of a ROC, ensuring the seamless operation of automated processes. We dissect the structure of a high-functioning ROC team, analyzing the nuances of support at various levels. Daniel's wealth of expertise, gleaned from supporting automation across companies of all sizes, comes to the forefront as we traverse the landscape of intelligent automation. Get ready to elevate your understanding and support an automated infrastructure with finesse, right here on Automation Unscripted. Visit Virtual Operations (virtual-operations.com) for more information on intelligent automation, data analytics and AI or book a chat https://calendly.com/virtualoperations . Support the show For more information: 🌎 Visit my website: https://KieranGilmurray.com 🔗 LinkedIn: https://www.linkedin.com/in/kierangilmurray/ 🦉 X / Twitter: https://twitter.com/KieranGilmurray 📽 YouTube: https://www.youtube.com/@KieranGilmurray 📕 Buy my book 'The A-Z of Organizational Digital Transformation' - https://kierangilmurray.com/product/the-a-z-organizational-digital-transformation-digital-book/ 📕 Buy my book 'The A-Z of Generative AI - A Guide to Leveraging AI for Business' - The A-Z of Generative AI – Digital Book Kieran Gilmurray…

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Empowering HR with Low-Code Tools and AI 21:11

рік тому21:11

21:11

Unlock the secrets to transforming HR with AI in our latest episode of "Transforming HR the AI Revolution." Join Kieran Gilmurray and our distinguished guest, Claire Nutt, Creative Director & CEO of Quantum Human Resources, a digital transformation expert, and chartered CIPD member, as we dive into strategic and practical steps for AI integration. Claire shares her insights on aligning AI initiatives with business goals, the importance of early stakeholder involvement, and the benefits of starting small with pilot projects. She reveals how low-code and no-code tools can simplify process automation, making it accessible for HR professionals without specialist knowledge. Discover the pivotal role of executive education in AI and how it ensures a strategic alignment with overall business objectives. Wondering if everyone can become a prompt engineer? Claire and I dissect this question, providing practical resources and examples for HR teams, and highlighting the idea of creating internal prompt champions. We delve into common pitfalls like lacking a clear strategy and underestimating change management, while also exploring the ethical considerations around data quality. The discussion emphasizes the need for a strategic, business-focused mindset to navigate AI integration successfully. We advocate for investing in employees as much as technology to create a thriving workplace. Prepare to embrace change and prioritize people, ensuring a fruitful transformation journey in your HR department. Tune in for actionable insights and prepare to revolutionize your HR practices with AI. Email: claire@quantumhr.co.uk Email: kieran@gilmurray.co.uk Support the show For more information: 🌎 Visit my website: https://KieranGilmurray.com 🔗 LinkedIn: https://www.linkedin.com/in/kierangilmurray/ 🦉 X / Twitter: https://twitter.com/KieranGilmurray 📽 YouTube: https://www.youtube.com/@KieranGilmurray 📕 Buy my book 'The A-Z of Organizational Digital Transformation' - https://kierangilmurray.com/product/the-a-z-organizational-digital-transformation-digital-book/ 📕 Buy my book 'The A-Z of Generative AI - A Guide to Leveraging AI for Business' - The A-Z of Generative AI – Digital Book Kieran Gilmurray…

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AI Agents Unleashed: Balancing Innovation, Ethics, and Industry Transformation 28:55

рік тому28:55