Nоwadays, mоst cоmpaniеs fоllоw a traditiоnal tоp-dоwn pyramidal way оf оpеratiоns – thеrе is a bоss and thеrе is a tеam. This mеans that dеcisiоns flоw dоwnwards, whilе infоrmatiоn flоws upwards. Thе mеthоd usеd tо wоrk many yеars agо whеn wоrk was prеdictablе and pеоplе cоuld usе assеmbly linеs tо...
Ever since I landed in a fintech startup in Bulgaria, in which 30% of the team were women, I got hooked up with the idea to write about this topic one day. And here I am gathering and analyzing the data of 20 SMEs founded or situated in Bulgaria, looking...
Can We Safely Live with Humanoid Robots? 🤖 In this fascinating episode of The Recursive Podcast, we sit down with Emily Kate Genatowski, an AI PhD candidate, historian and domestic robotics researcher who provides a unique, hands-on perspective on our future with machines. Unlike most researchers who work in controlled labs, Emily lives full-time with a humanoid robot named Tova (a Unitree G1) in her apartment in Vienna.
As the founder of PSL (Proportional Stake Liability), an insurtech startup bridging the liability gap in robotics, Emily’s career is dedicated to uncovering the practical, legal, and social friction points that arise when AI gains a physical body. She moves beyond the "AI hype" to explore how humanoid robotics will realistically intersect with our legal regulations, physical infrastructure, and the daily fabric of our communities.
🧠 Why Watch? Whether you’re a tech optimist, a skeptic, or someone worried about the future of work, this conversation offers a grounded, practical look at the challenges ahead. Emily moves the needle from philosophical fear to practical empowerment, showing us that we are still the architects of the future we want to see.
What does AI engineering actually look like inside modern enterprises — and how close are we to truly autonomous software development?
In this episode of The Recursive Podcast, we sit down with Karol Przystalski, Chief Data and AI Officer at Exadel, to explore how organizations are moving beyond AI experimentation and into AI-native operations.
We discuss the evolution from AI copilots and coding assistants to fully orchestrated engineering systems, why many companies are measuring AI success incorrectly, and how enterprise leaders should think about ROI, productivity, and organizational change in the age of autonomous engineering.
Karol also shares insights into Exadel Colleague — an AI-powered engineering teammate designed to support entire software teams—and explains why the future of AI isn't about replacing humans, but helping them focus on higher-value work.
In This Episode:
🔹 Why AI adoption is shifting from experimentation to real business value How enterprises have moved beyond AI proof-of-concepts and are now focused on productivity, efficiency, and measurable outcomes.
🔹 The difference between AI-enabled development and AI-native engineering Why coding assistants are only the first step—and how autonomous systems are transforming entire software development lifecycles.
🔹 How to measure AI ROI beyond token usage The metrics that actually matter, including productivity gains, human-equivalent hours saved, accuracy, and business impact.
🔹 The future of autonomous engineering and the role of humans Why AI won't replace software engineers, but will fundamentally change how teams work and what skills will matter most.
🧠 Whether you're an engineering leader, CTO, product executive, or simply curious about the future of software development, this conversation offers a practical look at where enterprise AI is headed next.
In this episode of The Recursive Podcast, we sit down with Kilian Kaminski, the co-founder of Refurbed, the Vienna-based marketplace that has become a powerhouse in the European circular economy. Kilian shares insights from his transition from Amazon to entrepreneurship and the ongoing battle to establish refurbishment as a standardized global consumption category.
A former head of Amazon’s Certified Refurbished program in Germany, Kilian left the corporate giant to revolutionize how we consume. Today, Refurbed has surpassed €2 billion in sales, proving that "rethinking new" is not just a sustainable choice, but a massive business opportunity that sits at the intersection of consumer trust and environmental impact.
What we discussed in this episode: ♻️ The limitations of corporate sustainability and the origins of Refurbed’s marketplace model. ♻️ Overcoming the "chicken and egg" problem of acquiring sellers and building consumer trust in non-new products. ♻️ The critical need for standardized European legal definitions and quality criteria for refurbishment. ♻️ Cultural differences in consumption habits and the untapped "gold mine" of 600 million unused devices in European households. ♻️ The impact of the "Right to Repair" directive and the role of the European Refurbishment Association (EUREFAS) in policy lobbying.
🧠 This episode is a must-watch for entrepreneurs interested in marketplace dynamics, sustainability advocates, and anyone curious about how the "Right to Repair" legislation will impact the gadgets we use every day.
