Data Revolution: Exploring AI and Digital Transformation

From DeepMind to Transformers: Google’s AI Impact

15 min · 7. jan. 2026
episode From DeepMind to Transformers: Google’s AI Impact cover

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In this episode of the Data Revolution podcast, host Kate Carruthers [https://katecarruthers.com/] gives an overview of the transformative journey of AI, focusing on Google’s pivotal role. From the open-source release of TensorFlow to the groundbreaking AlphaGo, and the development of the transformer architecture, Google’s contributions have significantly shaped AI’s landscape. The episode also explores Google’s strategic acquisitions, like DeepMind, and their impact on AI research and development. Carruthers also highlights the challenges and opportunities AI presents, emphasising the need for responsible governance as AI becomes increasingly integrated into everyday life.

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episode Future of Education – why critical thinking matters more than ever cover

Future of Education – why critical thinking matters more than ever

Most educators are rushing to adapt to AI without fully grasping its implications – are we teaching students just to use technology, or to critically engage with it? In this episode of the ⁠Data Revolution Podcast⁠ [https://datarevolution.tech/2026/04/why-critical-thinking-matters/] Associate Professor  ⁠Ben Harris-Roxas⁠ [https://www.unsw.edu.au/staff/ben-harris-roxas], a health systems researcher and educator, discusses the kind of radical shift needed to keep human intelligence at the centre of education’s future.In this eye-opening episode, Ben shares how the rapid rise of AI challenges traditional teaching models and why validation and critical thinking are now higher-order skills than ever. Discover how universities are experimenting with embedding AI into coursework, moving away from banning tools to harnessing their potential for deeper learning. We’ll break down: * The importance of critical appraisal in an era of AI-generated content * Why validation is a harder skill than creation and how to teach it * Practical strategies to incorporate AI use ethically and effectively in assessments * How education must evolve to preserve human creativity, messiness, and friction in learning * The implications for workforce preparedness and the future of human-AI collaboration

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episode Reinventing Higher Education in the Age of AI cover

Reinventing Higher Education in the Age of AI

In this episode, Jason La Greca [https://www.teachnology.au/about] and Kate Carruthers [https://katecarruthers.com/] explore how AI is transforming universities, research, and learning methodologies. Kate and Jason discuss about the evolving landscape of higher education in the context of AI and data. They discuss the challenges universities face in meeting the needs of employers and students, the importance of transdisciplinary learning, and the role of research in driving innovation. The conversation also touches on the impact of AI on workflows, the future of assessment in education, and the need for organizations to regain their capabilities in-house. Jason shares insights from his upcoming book, ‘The Capable Organization,’ which addresses these themes and offers practical steps for educators and institutions.Resources & Links: * The Capable Organization [https://thecapableorganisation.com/] * Claude – AI Language Model [https://www.anthropic.com/index.html] * Microsoft 365 Copilot [https://www.microsoft.com/en-us/microsoft-365/copilot] * UTS Transdisciplinary School [https://www.uts.edu.au/about/faculties/transdisciplinary-school] * Find Jason at https://www.teachnology.global [https://www.teachnology.global/]

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