Episode 155: Navigating the Responsible Development of LLMs with Vijay Karunamurthy

CTO Confessions Brought to you by IT Labs

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26:46

For many travelers, Antarctica is a bucket-list destination, a once-in-a-lifetime opportunity to touch all seven continents. In 2023, a record-breaking 100,000 tourists made the trip. But the journey begs a fundamental question: What do we risk by traveling to a place that is supposed to be uninhabited by humans? And as the climate warms, should we really be going to Antarctica in the first place? SHOW NOTES: Kara Weller: The Impossible Dilemma of a Polar Guide Marilyn Raphael: A twenty-first century structural change in Antarctica’s sea ice system Karl Watson: First Time in Antarctica Jeb Brooks : 7 Days in Antarctica (Journey to the South Pole) Metallica - Freeze 'Em All: Live in Antarctica Learn about your ad choices: dovetail.prx.org/ad-choices…

circa un anno fa 56:33

Vijay Karunamurthy, Field CTO at Scale AI, joins CTO Confessions to discuss his career in AI and the future of generative models. Vijay shares lessons from early neural network research and his time at YouTube, where he helped build recommendation systems. He explains his role translating customer needs to product roadmaps and ensuring ethical, transparent AI development. The conversation explores AI's potential to enhance understanding of complex issues through multimodal interfaces. Vijay offers advice on entrepreneurship and gaining new perspectives through direct conversations. Key takeaways from the podcast are: Fine-tuning AI models for real-time use cases like robots and self-driving cars will democratize access to AI. Leveraging direct conversations with customers, researchers, and experts will help you gain new perspectives and challenge assumptions. Testing is paramount as it will determine how safe, usable, and effective AI will be in the future. Our Guest: Vijay Karunamurthy LinkedIn: https://www.linkedin.com/in/vjkaruna/ Website: https://scale.com/ Intro and background music: Craig MacArthur - Power Shutoff (www.youtube.com/watch?v=x74iB_jtauw)

177 episodi

#Tech #CTO Confessions #Lab

Episode 155: Navigating the Responsible Development of LLMs with Vijay Karunamurthy

CTO Confessions Brought to you by IT Labs

published circa un anno fa

MP3•Pagina principale dell'episodio

177 episodi

#Tech #CTO Confessions #Lab

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1
Episode 174: The Power of Technology & AI with Joe Hsy 45:39

5 hours fa45:39

45:39

In this episode, Joe Hsy shares his approach to leading with innovation while balancing the benefits and risks of emerging tech—especially AI and data privacy. From scaling teams without micromanaging to aligning technology with real business value, Joe offers thoughtful insights for every tech leader. Key takeaways: - Ethical use of data and building trust - Balancing AI’s potential with its risks - Leading without micromanaging - Using tech to enhance in-location customer experiences Our Guest: Joe Hsy LinkedIn: https://www.linkedin.com/in/joehsy/ Website: https://inbound.raydiant.com/ Intro and background music: Craig MacArthur - Power Shutoff (www.youtube.com/watch?v=x74iB_jtauw)…

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Episode 173: Systematizing Chaos - The CTO’s Playbook with Rob Molchon 48:38

28 giorni fa48:38

48:38

How do tech leaders build scalable, sustainable systems without descending into chaos? Rob Molchon, CTO of Vestwell, shares his insights on structuring order in fast-moving tech environments. We also take a quick trip down memory lane to see just how far tech has come. Key takeaways from the podcast are: – Clear ownership ensures tasks get done without constant oversight. – Strong foundations start with the right team in the right positions. – Change is inevitable; managing it wisely is key. Our Guest: Rob Molcon LinkedIn: https://www.linkedin.com/in/rob-molchon-2160652/ Website: https://www.vestwell.com/ Intro and background music: Craig MacArthur - Power Shutoff (www.youtube.com/watch?v=x74iB_jtauw)…

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Episode 172: Bridging the Gap Between Practical Engineering and Academia with Guy Yachdav 43:51

5 weeks fa43:51

43:51

The tech sector can be highly specialized, especially for leaders in biotechnology. In this episode of CTO Confessions, host TC Gill chats with Guy Yachdav, Senior Director at Immunai. Tune in for insights into his leadership journey. Key takeaways from the podcast are: - Academia and tech intersect in exciting ways, like using machine learning to predict the unpredictable. - Leadership in both fields means helping individuals transition, fostering self-leadership, and easing onboarding. - Rapid tech changes demand easy-to-adopt tools and opportunities for hands-on learning. Our Guest: Guy Yachdav LinkedIn: https://www.linkedin.com/in/gyachdav/ Intro and background music: Craig MacArthur - Power Shutoff (www.youtube.com/watch?v=x74iB_jtauw)…

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Episode 171: Servant Tech Leadership in the Realm of Collectors with Dan Van Tran 51:54

6 weeks fa51:54

51:54

In this episode of CTO Confessions, Dan Van Tran shares how AI and tech power the authentication of collectibles, from cards to video games. We explore AI-driven pricing, scaling tech teams, and servant leadership in a unique industry. Key takeaways: - AI’s role in authenticating and valuing collectibles - Why emotions matter in price estimation - The challenges of scaling and leading with transparency Our Guest: Dan Van Tran LinkedIn: https://www.linkedin.com/in/dantran/ Website: https://www.collectors.com/ Intro and background music: Craig MacArthur - Power Shutoff (www.youtube.com/watch?v=x74iB_jtauw)…

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Episode 170: The Intersection of Emotion and Technology with Armen Berjikly 58:25

7 weeks fa58:25

58:25

In this episode, we explore how emotions and technology work together to support employee growth. Tune in for a thoughtful discussion on what happens when technology meets emotions within the context of an organization. Key takeaways from the podcast are: - Aligning executive vision with employee execution fosters a unified direction. - Unstructured company survey language reveals emotions and intent, now decipherable with technology. - Encouraging risk-taking empowers employees to experiment and grow. - Balancing uniqueness with shared experiences enhances relevance and appeal. Our Guest: Armen Berjikly LinkedIn: https://www.linkedin.com/in/armenb/ Website: https://www.betterup.com/ Intro and background music: Craig MacArthur - Power Shutoff (www.youtube.com/watch?v=x74iB_jtauw)…

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Episode 169: Designing Culture with Data at the Core with Matt Culver & Nomaan Ahmed 59:27

9 weeks fa59:27

59:27

In this episode of CTO Confessions, TC Gill talks with engineering leaders Matt Culver & Nomaan Ahmed from Super.com about how data-driven decision-making shapes both engineering and company culture. They explore the role of data in leadership, team dynamics, and fostering a strong workplace culture. Key Takeaways: - Measuring the right things, even intangibles like happiness, helps build a strong organizational foundation. - Leaders must listen, adapt, and embrace feedback to avoid blind spots and poor decisions. – Hiring for cultural alignment and fostering organic team connections strengthens the workplace. Success depends on a team-driven mindset, the ability to pivot, and a shared vision. Our Guests: Matt Culver & Nomaan Ahmed LinkedIn: https://www.linkedin.com/in/mattculver/ & https://www.linkedin.com/in/nomaanahmed/ Website: https://www.super.com/ Intro and background music: Craig MacArthur - Power Shutoff (www.youtube.com/watch?v=x74iB_jtauw)…

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Episode 168: What Makes a Great Tech Leader with Savas Karas 1:00:28

9 weeks fa1:00:28

1:00:28

What makes a great tech leader? Savas Karas, CTO of CAPREIT, believes it starts with kindness, support, and open feedback loops. In this episode of CTO Confessions, he shares how fostering a strong culture helps teams stay motivated, aligned, and unafraid of challenges. Key takeaways from the podcast are: - A shared vision keeps teams focused on meaningful goals. - Honest feedback leads to better decisions and stronger teams. - Embracing failure encourages innovation and growth. - Kindness builds trust, the foundation of great leadership. Our Guest: Savas Karas LinkedIn: https://www.linkedin.com/in/savaskaras/ Website: https://www.capreit.com/ Intro and background music: Craig MacArthur - Power Shutoff (www.youtube.com/watch?v=x74iB_jtauw)…

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Episode 167: The Complex Role of Leadership in Tech with Daniel Natic 43:07

10 weeks fa43:07

43:07

In this episode of CTO Confessions, our host TC Gill and guest Daniel Natic dive into the complex role of leadership in tech, exploring the balance between managerial expertise and deep technical knowledge. Key takeaways from the podcast are: - Tech leaders must stay sharp. Keep up with trends, drive change, and understand your team’s decisions. - Treat tools as resources, set aside ego and focus on efficiency. - Challenge the status quo. Streamlining operations is key; change is inevitable, lead it. Our Guest: Daniel Natic LinkedIn: https://www.linkedin.com/in/daniel-natic/ Website: https://finquery.com/careers/ Intro and background music: Craig MacArthur - Power Shutoff (www.youtube.com/watch?v=x74iB_jtauw)…

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Episode 166: Strategies for Crafting Educational Solutions with Todd Ellermann 49:30

11 weeks fa49:30

49:30

In this episode of CTO Confessions, we explore the dynamic relationship between educational standards, student engagement and the role of artificial intelligence. Listen to Todd Ellermann’s perspective on how these elements intersect and how they are shaping the future of EdTech. Key takeaways - EdTech companies must understand state-specific standards to succeed in U.S. K-12 education. - Engaging students used to TikTok-like content is a growing challenge. - AI in assessments sparks debates on integrity, skills mastery, and EdTech’s role. Our Guest: Todd Ellermann LinkedIn: https://www.linkedin.com/in/toddecus/ Website: https://www.imaginelearning.com/ Intro and background music: Craig MacArthur - Power Shutoff (www.youtube.com/watch?v=x74iB_jtauw)…

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Episode 165: How to Structure a Growing AI Company with Yaron Inger 48:08

13 weeks fa48:08

48:08

On this episode of CTO Confessions, our host, TC Gill, is joined by Yaron Inger, Founder of Lightricks, who reveals the unfiltered story behind scaling an AI-driven company. Yaron shares the lessons learned during their growth, emphasizing the importance of managing cashflow, deciding to change their business model and navigating all major growth challenges while staying humane and making difficult decisions. Key takeaways from the podcast are: - Drive meaningful transformation by anchoring your efforts to clear, purpose-driven goals rather than change for its own sake. Prioritize initiatives that align with the business’s strategic vision to avoid unnecessary disruptions and ensure resources are allocated effectively. - Begin with a deep understanding of what the business needs to achieve. This clarity is much needed to inform the design and implementation of the supporting technology. - Examine past actions and learn from the experiences of other organizations. Many valuable insights are hidden in previous efforts, offering opportunities to drive transformational change by leveraging what has already been tried and tested. Our Guest: Yaron Inger LinkedIn: https://www.linkedin.com/in/yaroninger/ Website: https://www.lightricks.com/ Intro and background music: Craig MacArthur - Power Shutoff (www.youtube.com/watch?v=x74iB_jtauw)…

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Episode 164: The Art of Organizational Transformation with Conlath Alcock 55:47

15 weeks fa55:47

55:47

In this episode, our host, TC Gill, sits down with Conlath Alcock, Client CTO at T-Systems, to explore how understanding an organization’s current state and learning from the past can set the stage for a strong foundation and successful transformation.

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Episode 163: Humble Leadership in Practice with Tim Vasil 59:00

17 weeks fa59:00

59:00

In this episode of CTO Confessions, host TC and Tim Vasil, CTO of LeanTaaS, explore humble leadership, discussing Tim’s journey from solo contributor to leading high-performing teams, his approach to feedback, building a human-centric culture, and knowing when to delegate.

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Episode 162: The Human Side Of Tech Leadership With Ivan Kusalic 46:37

18 weeks fa46:37

46:37

In this episode of CTO Confessions, host TC Gill chats with Ivan Kusalic, CTO of green tech organization Enpal. Ivan’s diverse career has shaped his unique approach to tech leadership, rooted in curiosity, empathy, and a commitment to transparency and growth. He shares candid insights on leading in the renewable energy industry, inspiring tech leaders of all levels. Key takeaways from the podcast are: Curiosity and empathy: Drive innovation and connection. Transparency: Encourage feedback and learning from mistakes. Tech alignment: Bridge tech and business effectively. Our Guest: Ivan Kusalic LinkedIn: https://www.linkedin.com/in/ikusalic/ Website: https://www.ivankusalic.com/ Intro and background music: Craig MacArthur - Power Shutoff (www.youtube.com/watch?v=x74iB_jtauw)…

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Episode 161: A Fintech CTO's Playbook for Driving Sustainable Innovation with Skyler Nesheim 56:36

21 weeks fa56:36

56:36

In this episode, TC, our CTO Confessions host, and Skyler Nesheim, the CTO of Dwolla, discuss the strategies and mindsets that have propelled his career in the competitive and dynamic world of FinTech. A hidden world that we all use without knowing it. Key takeaways from the podcast are: Develop a framework to prioritize core, unique technology that drives your business while leveraging SaaS solutions for non-core needs to enable responsible, sustainable growth. Utilize thoughtful questioning, such as "What problem are we solving?" and "What are we optimizing for?" to align teams, challenge assumptions, and drive better decision-making. Emphasize the value of documenting decisions, potential second-order effects, and leveraging mental models to improve collaboration, knowledge sharing, and future problem-solving abilities. Our Guest: Skyler Nesheim LinkedIn: Skyler Nesheim | LinkedIn Website: https://www.dwolla.com/ Intro and background music: Craig MacArthur - Power Shutoff (www.youtube.com/watch?v=x74iB_jtauw)…

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Episode 160: Confessions of a Tech Maverick with Jeremy Hodges 45:42

23 weeks fa45:42