Hello 50:50 World - Make Tech More Humane

Data, AI & Health: Risks & Opportunities

37 min · 16. april 2026
episode Data, AI & Health: Risks & Opportunities cover

Beskrivelse

Why context matters when building AI for health and how data can both help and harm "All tech operates in context and it's good for one context. Think about what's the right place for AI, and what is not the right place for this technology." - Lisa Falco Key take aways * Data can change how we understand our bodies: Tracking cycles, sleep, or health metrics can reveal patterns but it should support, not replace, personal awareness. * Health data is never neutral: The same data that helps improve care can also be used in ways that affect people’s access to insurance, privacy, or even legal protection. AI can unlock access where systems are limited: In places with few medical specialists, AI can help detect diseases earlier and guide next steps in care. * Real impact depends on the full system: Detecting a disease is only useful if people can afford and access the next step in diagnosis and treatment. * The gender health gap is built into historical data: Women’s health has long been under-researched, but increased awareness and new data are starting to close that gap. * Context decides how AI should be used: The same AI system can act as support in one place and as a primary solution in another. Learn more about Lisa’s work * Lisa Falco on LinkedIn * Lisa Falco's website * Book: Go Figure! * Company: N23 Health If this episode made you rethink the role of context and the personal experience when building AI or tech solutions, share it with someone in your environment and join the conversation in the comments. More episodes & shownotes: Hello 50:50 World Podcast Support us on Patreon: https://www.patreon.com/c/Hello5050World [https://www.patreon.com/c/Hello5050World] Producing partner: Tess Marketing Consulting & Stephan Germann https://www.tess-marketing.ch/ [https://www.tess-marketing.ch/] https://videopodcast.studio/ [https://videopodcast.studio/]

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Alle episoder

7 Episoder

episode DevOps, AI & the Future of Software Engineering cover

DevOps, AI & the Future of Software Engineering

Why quality, systems thinking, and agile principles matter more than ever """Teams that have already adopted the Agile principles are getting faster at everything they are doing. AI and Agile are using each other to accelerate."" — Romano Roth Key Takeaways * The biggest bottlenecks in software development are often not in engineering, but in everything that happens before implementation — from ideation and prioritization to requirements and decision-making. * Building a culture of quality requires shared ownership. Quality cannot be delegated to a single team; it needs to be built into the product from the very beginning. * AI accelerates everything in software development — both the good and the bad. Teams with strong engineering practices get faster, while teams with poor foundations accumulate problems even more quickly. * The future of product development will likely involve smaller, more cross-functional teams where product, design, engineering, and quality responsibilities increasingly overlap. * While AI is changing how we work, the fundamentals remain the same. Systems thinking, critical thinking, collaboration, and fast feedback loops will continue to matter. Learn more about Romano's work: * Romano on LinkedIn: https://www.linkedin.com/in/romanoroth/ [https://www.linkedin.com/in/romanoroth/] * Zühlke: https://www.zuehlke.com/ [https://www.zuehlke.com/] * DevOpsDays Zurich: https://www.devopsdays.ch/ [https://www.devopsdays.ch/] If this episode made you rethink where the real bottlenecks in software development are, how AI is changing engineering teams, or what skills will matter most in the future of tech, let us know in the comments or spread the word. More episodes & shownotes: https://www.hello5050.world/podcast [https://www.hello5050.world/podcast] Support us on Patreon: https://www.patreon.com/c/Hello5050World [https://www.patreon.com/c/Hello5050World] Producing partner: Tess Marketing Consulting & Stephan Germann https://www.tess-marketing.ch/ [https://www.tess-marketing.ch/] https://videopodcast.studio/ [https://videopodcast.studio/]

11. juni 202638 min
episode Virtual Reality & Life After Meta cover

Virtual Reality & Life After Meta

What happens when someone who helped build the future of virtual reality inside Big Tech decides to walk away from it and finds purpose. "If you are in a position where you can speak up, then I feel you have a responsibility to do so.” — Britta Hummel Key Takeaways * The core technical challenges behind modern VR systems are largely solved — the bigger challenge today is finding meaningful and sustainable use cases. * Virtual reality has enormous potential in healthcare, trauma therapy, education, and professional training — especially when designed intentionally around human needs instead of engagement metrics. * Building inside Big Tech can create incredible opportunities for experimentation and innovation, but also environments where dissent and critical feedback become increasingly difficult. * Humane technology is not about rejecting technology altogether, but about building and consuming it with more moderation, thoughtfulness, and responsibility. * Many people in tech are searching for deeper meaning in their work, and purpose-driven technology can fundamentally change how work feels. Learn more about Britta's work: * Britta on LinkedIn: https://www.linkedin.com/in/brittahummel/ [https://www.linkedin.com/in/brittahummel/] * Waven: https://waven.app/ [https://waven.app/] * Why I Left - Britta's Article on Substack: https://brittahummel.substack.com/p/why-i-left [https://brittahummel.substack.com/p/why-i-left] If this episode made you rethink how you can use your own voice to make tech more humane, how virtual reality is adding real value, or to create a crowdfunded VR headset, let us know in the comments or spread the word. More episodes & shownotes: https://www.hello5050.world/podcast [https://www.hello5050.world/podcast] Support us on Patreon: https://www.patreon.com/c/Hello5050World [https://www.patreon.com/c/Hello5050World] Producing partner: Tess Marketing Consulting & Stephan Germann https://www.tess-marketing.ch/ [https://www.tess-marketing.ch/] https://videopodcast.studio/ [https://videopodcast.studio/]

28. mai 202632 min
episode Open Source: The Power of Collaboration cover

Open Source: The Power of Collaboration

How open source software shaped today’s digital world and what we can learn from its evolution “Open source is an immune response to the denial of access to society through technology.” – Aaron Seigo Key take aways * Early open source communities were built around collaboration, shared learning, and the belief that access to software should not depend on permission from large companies. * Small groups of contributors helped create foundational internet technologies, including browser engines that later influenced products like Safari and Chrome. * AI-generated contributions and large language models are creating new ethical and practical challenges for open source communities. * Open source is not only for developers. People with skills in communication, outreach, business, design, documentation, and community building also play an essential role. * Technology shapes who can participate in society. Open access, transparency, and collaboration are not just technical questions, but societal ones. Learn more about Aaron’s work * Aaron Seigo on LinkedIn: https://www.linkedin.com/in/aaronseigo/ [https://www.linkedin.com/in/aaronseigo/] * KDE: https://kde.org/ [https://kde.org/] If this episode made you rethink the role of openness, collaboration, and human contribution in technology, share it with someone in your environment and join the conversation in the comments. More episodes & shownotes: https://www.hello5050.world/podcast [https://www.hello5050.world/podcast] Support us on Patreon: https://www.patreon.com/c/Hello5050World [https://www.patreon.com/c/Hello5050World] Producing partner: Tess Marketing Consulting & Stephan Germann https://www.tess-marketing.ch/ [https://www.tess-marketing.ch/] https://videopodcast.studio/ [https://videopodcast.studio/]

13. mai 202638 min
episode Social Media Architecture: Breaking the Addiction Loop cover

Social Media Architecture: Breaking the Addiction Loop

Why engagement-driven platforms shape our behavior and what it takes to build healthier tech “It's not just one feature — it's a whole system designed to keep us engaged.” – Vardon Hamdiu Key take aways * Platforms rely on engagement-driven algorithms, variable rewards, and behavioral patterns that are designed to keep users scrolling and interacting for longer. * When platforms optimize for engagement, they tend to amplify extreme, emotional, or polarizing content, influencing how we perceive reality and interact with others. * Younger generations understand how tech affects them, but knowledge alone is not enough. The real challenge is translating awareness into action and behavioral change. * Sparkable experiments with alternatives such as bridging algorithms and pro-social design to align technology with human and societal well-being. * While reflecting on our own habits matters, real change requires structural shifts in how platforms are built and what they optimize for. Learn more about Vardon's and Sofiia's work: * Vardon on LinkedIn: https://www.linkedin.com/in/vardonhamdiu/ [https://www.linkedin.com/in/vardonhamdiu/] * Sparkable: https://sparkable.cc/ [https://sparkable.cc/] * Sofiia on LinkedIn: https://www.linkedin.com/in/sofiiakaminska/ [https://www.linkedin.com/in/sofiiakaminska/] * Option Control: https://hub.hslu.ch/design-film-kunst/katalog/sofiia-kaminska/ [https://hub.hslu.ch/design-film-kunst/katalog/sofiia-kaminska/] If this episode made you rethink how social media is designed and how it shapes your behavior and those of others, share it with someone in your environment and join the conversation in the comments. More episodes & shownotes: https://www.hello5050.world/podcast [https://www.hello5050.world/podcast] Support us on Patreon: https://www.patreon.com/c/Hello5050World [https://www.patreon.com/c/Hello5050World] Producing partner: Tess Marketing Consulting & Stephan Germann https://www.tess-marketing.ch/ [https://www.tess-marketing.ch/] https://videopodcast.studio/ [https://videopodcast.studio/]

30. april 202646 min
episode Data, AI & Health: Risks & Opportunities cover

Data, AI & Health: Risks & Opportunities

Why context matters when building AI for health and how data can both help and harm "All tech operates in context and it's good for one context. Think about what's the right place for AI, and what is not the right place for this technology." - Lisa Falco Key take aways * Data can change how we understand our bodies: Tracking cycles, sleep, or health metrics can reveal patterns but it should support, not replace, personal awareness. * Health data is never neutral: The same data that helps improve care can also be used in ways that affect people’s access to insurance, privacy, or even legal protection. AI can unlock access where systems are limited: In places with few medical specialists, AI can help detect diseases earlier and guide next steps in care. * Real impact depends on the full system: Detecting a disease is only useful if people can afford and access the next step in diagnosis and treatment. * The gender health gap is built into historical data: Women’s health has long been under-researched, but increased awareness and new data are starting to close that gap. * Context decides how AI should be used: The same AI system can act as support in one place and as a primary solution in another. Learn more about Lisa’s work * Lisa Falco on LinkedIn * Lisa Falco's website * Book: Go Figure! * Company: N23 Health If this episode made you rethink the role of context and the personal experience when building AI or tech solutions, share it with someone in your environment and join the conversation in the comments. More episodes & shownotes: Hello 50:50 World Podcast Support us on Patreon: https://www.patreon.com/c/Hello5050World [https://www.patreon.com/c/Hello5050World] Producing partner: Tess Marketing Consulting & Stephan Germann https://www.tess-marketing.ch/ [https://www.tess-marketing.ch/] https://videopodcast.studio/ [https://videopodcast.studio/]

16. april 202637 min