A podcast for discussing the gist of my class cases (for educational purposes).
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9 recent
April 22, 2025Episode 424 min
LUMC hospital: From AI pilot to Scaled AI
This podcast is for educational purposes . Rahrovani, Rezazadeh, Grootjans. (2025). AI in radiology: Scaling healthcare transformation at LUMC Hospital . Ivey Publishing. https://www.iveypublishing.ca/s/product/ai-in-radiology-scaling-healthcare-transformation-at-lumc-hospital/01tOF000006lwmfYAA Sources: https://www.youtube.com/watch?v=2HMPRXstSvQ https://www.youtube.com/watch?v=46MYhalt7EU& https://www.youtube.com/watch?v=N8qPMjwkH88 Music: BlueTreeAudio: https://www.youtube.com/watch?v=WdZkHOm3Ug0 https://www.youtube.com/watch?v=fXJZaffKSrk& Ps: GenAI was used for editing and proofreading, helping to refine the content for clarity and coherence.
March 17, 2025Episode 350 min
Traditional vs. Algorithmic Control: Predicting the Future
This podcast is for educational purposes . Hatim A. Rahman, Inside the Invisible Cage: How Algorithms Control Workers (University of California Press, 2024). Music sources "Ashes" by Cold Cinema, Link: https://bit.ly/3VPl3WZ https://www.youtube.com/watch?v=nHqe5D4MsCU https://www.youtube.com/watch?v=uNRx8LnRzss
January 21, 2025Episode 242 min
ML bias: Algorithms in the Courtroom!
This podcast is for educational purposes . Recorded in collaboration with Professor Lauren Cipriano. Some references used: Mehrabi, N., et al. (2019). A Survey on Bias and Fairness in Machine Learning. arXiv.Org. Suresh, H., & Guttag, J. V. (2021). A Framework for Understanding Sources of Harm throughout the Machine Learning Life Cycle. Equity and Access in Algorithms, Mechanisms, and Optimization, 1–9. Northpointe, Inc. (2016). COMPAS risk scales: Demonstrating accuracy equity and predictive parity. https://www.documentcloud.org/documents/2998391-ProPublica-Commentary-Final-070616 Angwin, J. et al (2016). Machine bias. ProPublica. https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing Larson, et al (2016). How we analyzed the COMPAS recidivism algorithm. ProPublica. https://www.propublica.org/article/how-we-analyzed-the-compas-recidivism-algorithm Casadei, D. (2020). Predicting prison terms and parole. Retrieved from Downtown Publications: https://www.downtownpublications.com/single-post/2020/03/24/predicting-prison-terms-and-parole Dressel, J., & Farid, H. (2018). The accuracy, fairness, and limits of predicting recidivism. Science Advances, 4(1), eaao5580. Corbett-Davies et al (2016). A computer program used for bail and sentencing decisions was labeled biased against blacks. It’s actually not that clear. The Washington Post. https://www.washingtonpost.com/news/monkey-cage/wp/2016/10/17/can-an-algorithm-be-racist-our-analysis-is-more-cautious-than-propublicas/ Jackson, E., & Mendoza, C. (2020). Setting the record straight: What the COMPAS Core Risk and Need Assessment is and is not. Harvard Data Science Review. Thomas, S. (2023). The fairness fallacy: Northpointe and the COMPAS recidivism prediction algorithm (Unpublished undergraduate thesis). Institute for the Study of Human Rights, Columbia University Angwin, J., . ProPublica responds to company’s critique of machine bias story. ProPublica. https://www.propublica.org/article/propublica-responds-to-companys-critique-of-machine-bias-story Flores, A. W., et al. (2016). False positives, false negatives, and false analyses: A rejoinder to “Machine Bias: There’s software used across the country to predict future criminals. And it’s biased against blacks.” Federal Probation, 80(2), 38-42. https://www.uscourts.gov/sites/default/files/fed_probation_dec2016.pdf Barry-Jester, A. M., et al.(2015). The new science of sentencing. The Marshall Project. https://www.themarshallproject.org/2015/08/04/the-new-science-of-sentencing Music sources https://www.youtube.com/watch?v=OwEU8dPYCvY https://www.youtube.com/watch?v=aUaTCOpbjcg Ps: GenAI was used for editing and proofreading the script, helping to refine the content for clarity and coherence.
April 26, 2024Episode 123 min
Fundamentals of AI for managers
3rd edition: Sep 2025 This podcast is for educational purposes . References: Suresh, H., & Guttag, J. V. (2021). A Framework for Understanding Sources of Harm throughout the Machine Learning Life Cycle. Equity and Access in Algorithms, Mechanisms, and Optimization, 1–9. https://doi.org/10.1145/3465416.3483305 Raisch, S., & Krakowski, S. (2021). Artificial Intelligence and Management: The Automation–Augmentation Paradox: Academy of Management Review. Academy of Management Review, 46(1), 192–210. https://doi.org/10.5465/amr.2018.0072 Berente, N., Gu, B., Recker, J., & Santhanam, R. (2021). Managing Artificial Intelligence. MIS Quarterly, 45(3), 1433–1450. https://www.thoughtspot.com/data-trends/ai/what-is-transformer-architecture-chatgpt https://aws.amazon.com/what-is/artificial-intelligence/ https://theconversation.com/what-is-machine-learning-76759 https://www.mckinsey.com/featured-insights/mckinsey-explainers/what-is-ai https://www.mckinsey.com/capabilities/quantumblack/our-insights/an-executives-guide-to-ai https://www.ibm.com/topics/artificial-intelligence https://www.cnbc.com/2024/02/01/mastercard-launches-gpt-like-ai-model-to-help-banks-detect-fraud.html https://www.nytimes.com/2021/07/05/business/tesla-autopilot-lawsuits-safety.html https://www.washingtonpost.com/technology/2019/01/25/youtube-is-changing-its-algorithms-stop-recommending-conspiracies/ https://www.cio.com/article/190888/5-famous-analytics-and-ai-disasters.html https://www.awavenavr.com/chatgpt-jailbreak-prompts/ https://youtube.com/shorts/WstkiHTzYCA?si=UtZZ_zBnbUALggcR https://www.youtube.com/watch?v=0kFeyegny4w https://www.youtube.com/watch?v=gyhnHG5N2wE https://www.youtube.com/watch?v=20TAkcy3aBY&ab_channel=TheDailyShow Music sources: https://www.youtube.com/watch?v=fXJZaffKSrk& https://www.youtube.com/watch?v=vYhWsTXOHpc&
March 2, 2024Episode 639 min
Difficulties in Managing Creative Talents: The Tale of Violinist Paul Robertson
This podcast is for educational purposes . It is an interview with Professor Robert Austin about Paul Robertson. Sources that contributed to this podcast Robert D. Austin, Shannon O'Donnell (2007), "Paul Robertson and the Medici String Quartet" HBS, 607083, https://hbsp.harvard.edu/product/607083-PDF-ENG?Ntt=Paul%20Robewrson%20 Music sources "Ashes" by Cold Cinema, Link: https://bit.ly/3VPl3WZ https://www.youtube.com/watch?v=kOYcbod5J0w In this episode, ChatGPT was used for editing and proofreading the script, helping to refine the content for clarity and coherence.
February 14, 2024Episode 429 min
Balancing artistic vs. economic logic in e-Types
This podcast is for educational purposes . It is an interview with Professor Robert Austin about balancing artistic vs. economic logic in e-Types Sources that contributed to this podcast Robert D. Austin (2006), "e-Types A/S." HBS, 606118, https://hbsp.harvard.edu/product/606118-PDF-ENG Music sources Music from InAudio: https://inaudio.org/track/everest-epic/ Everest Music from HYSICS, "Tarantula" https://www.epidemicsound.com/track/8vnBICk9vN/
January 21, 2024Episode 337 min
The innovation process in Bang & Olufsen
This podcast is for educational purposes . It is an interview with Professor Robert Austin about the innovation process in Bang and Olufsen. Sources that contributed to this podcast Daniela Beyersdorfer and Robert D. Austin (2006), "Bang & Olufsen: Design Driven Innovation." HBS, 607016, https://store.hbr.org/product/bang-olufsen-design-driven-innovation/607016 Music sources Music from InAudio: https://inaudio.org/track/everest-epic/ Everest Music from InAudio: https://inaudio.org/track/searching-pop/ Searching
December 28, 2023Episode 140 min
Approaches to innovation
This podcast is for educational purposes . It will be used before my class on "Approaches to innovation." Sources that contributed to this podcast https://www.newyorker.com/magazine/2001/03/05/the-trouble-with-fries https://jamesskiphansen.wordpress.com/2019/04/03/mcdonalds-french-fries-1966-style/ https://abcnews.go.com/Lifestyle/mcdonalds-reveals-beloved-fries-made/story?id=28382592 https://www.nytimes.com/2017/10/02/style/kitchen-renovation-design.html https://vipp.com/en-us/story/marie-moma-us https://lesdeux.de/blogs/lifestyle/extraordinary-design-never-goes-out-of-fashion-explore-the-vipp-shelter https://thebrandhopper.com/2023/08/27/exploring-the-swatch-groups-marketing-strategies-mix-4ps/#:~:text=The%20Swatch%20Group's%20goal%20was,affordable%2C%20and%20Swiss%2Dmade.&text=The%20Swatch%20brand%20was%20launched,a%20younger%20generation%20of%20consumers. https://www.mbaskool.com/marketing-mix/products/17660-swatch.html Moon Y. (2004). The Birth of The Swatch . 9-504-096. https://hbsp.harvard.edu/cases/ Austin R. & Beyersdorfer D. (2004). Vipp A/S . 9-607-052. https://hbsp.harvard.edu/cases/ Upton D. (2005). McDonald's Corporation. HBS No . 9-603-041. https://hbsp.harvard.edu/cases/ Music sources https://www.epidemicsound.com/track/QdtLQHp7tP/ https://www.epidemicsound.com/track/8vnBICk9vN/ https://www.youtube.com/watch?v=jjr3oYJ5wVo https://www.youtube.com/watch?v=y4-HPhPYyMM https://www.youtube.com/watch?v=urPoCm28XHw In this episode, ChatGPT was used for editing and proofreading the script, helping to refine the content for clarity and coherence.
December 28, 2023Episode 220 min
Diffusion of Innovation: The beautiful Concorde!
This podcast is for educational purposes . It will be used before my class on "Diffusion of innovation." Sources that contributed to this podcast: “Concorde—A Supersonic Story (BBC Documentary),” YouTube video, 58:59, posted by “Concorde SST,” May 30 2019, accessed January 8 2020, https://youtu.be/1OIrV7ztsK0. “How the Crash of Flight 4590 Destroyed Concorde’s Mystique,” YouTube video, 4:02, posted by “Smithsonian Channel,” January 20 2017, accessed August 29, 2020, https://youtu.be/4zeDsSJmcpM. Dan Reed, ,”The collapse of Aerion Supersonic shows that Aviation advances must be as affordable as they are amazing” Forbes Aerospace & Defensel, June 2, 2021, accessed April 15, 2021, https://www.forbes.com/sites/danielreed/2021/06/02/the-collapse-of-aerion-supersonic-shows-that-aviation-advances-must-be-as-affordable-as-they-are-amazing/. Rahrovani Y. & Noronha R. (2021). Concorde 2.0: Diffusion of Supersonic Innovation . Ivey ID:9B21M002. https://www.iveycases.com/ Music sources https://www.epidemicsound.com/track/QdtLQHp7tP/ https://www.epidemicsound.com/track/8vnBICk9vN/ https://www.youtube.com/watch?v=jjr3oYJ5wVo https://www.youtube.com/watch?v=y4-HPhPYyMM https://www.youtube.com/watch?v=urPoCm28XHw In this episode, ChatGPT was used for editing and proofreading the script, helping to refine the content for clarity and coherence.
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