

An Hour of Innovation with Vit Lyoshin
Vit Lyoshin
An Hour of Innovation is hosted by Vit Lyoshin, a technology professional with a product development, and program leadership background.
Each episode explores the art and science of innovation through conversations with product leaders, scientists, and innovators.
We dive into groundbreaking ideas, uncovering the why and how behind them. The goal is to amplify the voices of those driving change, offering insights, inspiration, and practical takeaways to spark listeners’ creativity and passion for progress.
Welcome, and enjoy!
Each episode explores the art and science of innovation through conversations with product leaders, scientists, and innovators.
We dive into groundbreaking ideas, uncovering the why and how behind them. The goal is to amplify the voices of those driving change, offering insights, inspiration, and practical takeaways to spark listeners’ creativity and passion for progress.
Welcome, and enjoy!
Episodes
Mentioned books

Jan 16, 2025 • 52min
How to Solve Real Problems and Build Winning Products | David Hirschfeld
In this conversation, David Hirschfeld shares insights on innovation, problem-solving, and the importance of identifying the right problems to solve in the startup ecosystem. He emphasizes the need for founders to validate their ideas before building products, using a structured approach to understand their target market and the gaps. Through real-life examples, he illustrates the significance of understanding industry-specific challenges and leveraging technology, particularly AI, to create impactful solutions.
David Hirschfeld is the Founder and CEO of Tekyz Corp, a company specializing in software development and technology solutions. Tekyz Corp focuses on creating custom software applications, leveraging innovative technologies to provide solutions for various industries.
Support This Podcast
Amazon - buy things that Vit Lyoshin recommends
* https://www.amazon.com/shop/anhourofinnovationwithvitlyoshin
Webflow - Create custom, responsive websites without coding
* https://try.webflow.com/0lse98neclhe
MeetGeek - Record, transcribe, summarize, and share insights from every meeting
* https://get.meetgeek.ai/yjteozr4m6ln
Monkey Digital - Unbeatable SEO. Outrank your competitors
* https://www.monkeydigital.org?ref=102449
Takeaways
* Focus on solving real problems that are top of mind.
* Understanding the financial impact of a problem is crucial.
* Validate your idea before building a product.
* Use prototypes to demonstrate potential solutions.
* Identify your early adopter niche for better success rates.
* AI and workflow automation are hot trends in innovation.
* Market gaps can be identified through industry experience.
* Prelaunch sales can validate product viability.
* Future-proofing products require an understanding of industry trends.
* Learning from past experiences is key to coaching others.
* There is still time for businesses to adapt to AI.
* Measuring impact is crucial for validating ideas.
* Innovation centers can foster a culture of creativity.
* AI tools can significantly speed up product development.
* Conversational AI can enhance analysis and discovery.
* Video content creation is a growing trend in AI.
* Workflow automation tools are revolutionizing marketing.
* Staying innovative requires a child-like curiosity.
* Keeping a list of gaps can help identify opportunities.
Timestamps
00:00 Intro
02:09 Figuring out the real problems
04:48 Validating ideas before building products
07:19 Example where focusing on the right problem led to big success
12:05 Current trends in innovation and AI
14:21 Process for spotting gaps in the market
23:55 Solving today’s problems with planning for future market needs
27:00 The Adoption Curve of AI in Business
30:29 How to encourage the culture of innovation
34:05 AI as a Development Tool
41:49 Trends in AI for Startups
47:29 Staying Innovative in a Rapidly Changing World
Connect with David
* Website: https://tekyz.com/
* LinkedIn: https://www.linkedin.com/in/dhirschfeld/
* X: https://x.com/tekyzinc
* Instagram: https://www.instagram.com/tekyzinc
* Facebook: https://www.facebook.com/dmhirschfeld
* Other: https://sites.google.com/tekyz.com/david-hirschfeld/bio
Podcast Links
* https://linktr.ee/anhourofinnovation
Connect with Vit
* Website: https://vitlyoshin.com/contact/
* LinkedIn: https://www.linkedin.com/in/vit-lyoshin/

Jan 9, 2025 • 49min
Operationalizing Innovation! AI Tools, Culture, and Strategies for Success | Mike Bauer
In this conversation, Vit Lyoshin and Mike Bauer delve into the concept of Innovation Ops, a framework designed to enhance an organization's ability to deliver innovations effectively.
Mike Bauer is a seasoned executive with over 30 years of experience leading cross-functional teams to bring innovative companies and products to market. His expertise spans data communications, IoT, Big Data, enterprise software, and more, with a strong focus on strategic planning, product development, and building entrepreneurial businesses. Mike is known for his hands-on approach, team-oriented leadership, and ability to drive growth through well-executed marketing, sales, and business development strategies.
Support This Podcast
Amazon - buy things that Vit Lyoshin recommends
* https://www.amazon.com/shop/anhourofinnovationwithvitlyoshin
Webflow - Create custom, responsive websites without coding
* https://try.webflow.com/0lse98neclhe
MeetGeek - Record, transcribe, summarize, and share insights from every meeting
* https://get.meetgeek.ai/yjteozr4m6ln
Monkey Digital - Unbeatable SEO. Outrank your competitors
* https://www.monkeydigital.org?ref=102449
Takeaways
* Innovation Ops combines cultural philosophies, practices, people, and tools.
* 94% of executives are dissatisfied with their innovation outcomes.
* Operationalizing innovation is crucial for competitive advantage.
* Innovation should be embedded in the organization's culture.
* Jobs to be done are not dependent on titles or roles.
* Cross-functional collaboration enhances innovation processes.
* Agile methodologies are effective for tech companies.
* Managing strategy and portfolio is a complex challenge.
* Continuous learning is essential for fostering innovation.
* Knowledge sharing is crucial for actionable insights.
* Cultural shifts require change management across the organization.
* Transformations take time but lead to improved performance.
* Innovation should be tied to business outcomes, not just metrics.
* Tools should be tailored to specific problems, not monolithic solutions.
* AI can enhance discovery and decision-making processes.
* Leadership buy-in is essential for successful change.
* Creativity flourishes when innovation is integrated into culture.
* Data-driven decision-making reduces internal politics.
* Start with small, manageable areas for implementing change.
Timestamps
00:00 Intro
03:06 What is Innovation Ops?
09:19 Jobs to Be Done in Innovation
14:15 Cross-Functional Collaboration in Innovation
16:51 Key Processes for Tech Companies
22:00 Success Metrics and Check-ins in Innovation Ops
24:02 Cultural Shifts with Innovation Ops
29:15 The Role of Tools in Innovation
33:08 AI's Impact on Innovation Processes
36:38 Challenges in Implementing Innovation Ops
38:08 Starting Points for Cultural Transition
42:02 Unexpected Outcomes of Innovation Ops
44:09 Advice for Leaders on Innovation Ops
Connect with Mike
* LinkedIn: https://www.linkedin.com/in/mikebauer224/
Podcast Links
* https://linktr.ee/anhourofinnovation
Connect with Vit
* Website: https://vitlyoshin.com/contact/
* LinkedIn: https://www.linkedin.com/in/vit-lyoshin/

Jan 2, 2025 • 41min
Understanding 'WHO' Is the Secret to Product Success | Steve Waddell | #46
In this episode of An Hour of Innovation podcast, host Vit Lyoshin speaks with Steve Waddell about his journey in entrepreneurship, focusing on the importance of understanding the 'who' behind product development rather than just the 'why'. Steve shares his experiences in reinventing the bathroom faucet, the challenges he faced, including unexpected tariffs and the impact of COVID-19, and how he pivoted his business towards technology and smart solutions for health and wellness.
Steve Waddell is the Founder and CEO of Nasoni, a company revolutionizing bathroom faucets with award-winning, water-saving innovations. With over 30 years of experience working with Fortune 500 companies and engineering firms, Steve is a seasoned entrepreneur and innovator. He has raised seed investments, secured patents, and developed cutting-edge products like Nasoni 2.0, which integrates smart sensor technology for AgeTech and AbilityTech applications. As the author of Valuepreneurs, Steve shares a practical framework to help entrepreneurs transform their ideas into impactful, market-ready products.
Takeaways
* Nine out of ten startups fail, highlighting the risks in entrepreneurship.
* Understanding the 'who' is crucial for product development.
* Networking is essential for finding opportunities and partnerships.
* Entrepreneurs must be prepared for unknown risks.
* Finding a pain point is more effective than selling a 'vitamin'.
* Pivoting can lead to unexpected growth and opportunities.
* Building a strong team can enhance business capabilities.
* Fear should not hold you back from pursuing your goals.
* Listening to customer feedback is crucial for product development.
* The journey from idea to market involves multiple stages and challenges.
* 'Valuepreneurs' book provides a roadmap for aspiring entrepreneurs.
* Success in entrepreneurship often requires mentorship and guidance.
* Understanding the market and customer needs is essential for product success.
* The evolution of a product can lead to unexpected use cases and benefits.
* Entrepreneurs should not hesitate to pursue their ideas and inventions.
Connect with Steve
* Website: https://swaddell.com/
* LinkedIn: https://www.linkedin.com/in/stevewaddell/
* Company: https://nasoni.com/
* TEDx Talk: https://www.youtube.com/watch?v=14gNJMWvvJo&ab_channel=TEDxTalks
Timestamps
00:00 Intro
03:41 Challenges in entrepreneurship
10:31 Focus on “WHO” not “WHY”
13: 07 Strategies to find “WHO”, the market
15:11 Pivoting towards technology and smart solutions
21:20 The future of health and wellness in smart homes
23:43 Uses for sustainability
27:56 Valuepreneurs book: A Framework for Entrepreneurs
34:03 What are the next goals?
38:32 Advice from Steve
Support This Podcast
Amazon - buy things that Vit Lyoshin recommends
* https://www.amazon.com/shop/anhourofinnovationwithvitlyoshin
Webflow - Create custom, responsive websites without coding
* https://try.webflow.com/0lse98neclhe
MeetGeek - Record, transcribe, summarize, and share insights from every meeting
* https://get.meetgeek.ai/yjteozr4m6ln
Podcast Links
* https://linktr.ee/anhourofinnovation
Connect with Vit
* Website: https://vitlyoshin.com/contact/
* LinkedIn: https://www.linkedin.com/in/vit-lyoshin/
Please subscribe, leave an honest review, and share with people you think will benefit from hearing this information.

Dec 27, 2024 • 36min
Innovating Video Production! The AI-Powered Approach | Amer Tadayon | #45
In this episode of An Hour of Innovation podcast, host Vit Lyoshin speaks with Amer Tadayon, founder of Lucihub, an AI-powered video production platform. They discuss Amir's diverse background in engineering, sales, and filmmaking, and how it shaped his approach to innovation.
Amer Tadayon is the Founder and CEO of Lucihub, a Las Vegas-based company that utilizes artificial intelligence to revolutionize video production. Lucihub offers a platform that provides quick, professional editing solutions, catering to enterprises, small businesses, videographers, and content creators.
Amer has a strong background in media and technology, having previously held leadership positions at notable companies like IBM, Cognizant, and Frog Design. His career has been marked by a consistent focus on innovation and growth in the media and technology sectors.
Takeaways
* The demand for video content has increased, but traditional production methods are outdated.
* Lucihub aims to create quality videos quickly and affordably for businesses.
* AI enhances efficiency but requires human input for quality results.
* The platform combines technology with managed services for a unique offering.
* Customer feedback is crucial for product development and iteration.
* The future of AI in video production presents both opportunities and challenges.
* Ethical considerations in AI usage are important for maintaining trust.
* Continuous innovation is necessary to stay relevant in the market.
* Entrepreneurs should take action and learn from their experiences.
Sponsors
* Webflow - Create custom, responsive websites without coding
https://try.webflow.com/0lse98neclhe
* MeetGeek - Automatically video record, transcribe, summarize, and share granular insights from every meeting to any tool
https://get.meetgeek.ai/yjteozr4m6ln
Connect with Amer
* Website: https://lucihub.com/
* LinkedIn: https://www.linkedin.com/in/amertadayon/
Timestamps
00:00 Intro
03:38 What inspired the creation of Lucihub
07:12 How does Lucihub leverage AI
08:55 How do you incorporate user feedback into the development process
10:43 The unique value proposition of Lucihub
13:47 Does Lucihub have self-service?
14:10 What are some of the exciting new features Lucihub is working on
14:55 Future of AI in video production industry
16:05 Ethical concerns around AI in video production
19:42 AI in Hollywood
20:22 Experiments and expansions of Lucihub
21:18 Opportunities in podcasting
22:47 How Lucihub does innovation
25:00 Success metrics for new features
26:31 Growth strategies and expanding to new markets
27:39 How to start with Lucihub
29:44 Key to success
30:42 Advice from Amer
Podcast Links
* https://linktr.ee/anhourofinnovation
Connect with Vit
* Website: https://vitlyoshin.com/contact/
* LinkedIn: https://www.linkedin.com/in/vit-lyoshin/
Please subscribe, leave an honest review, and share with people you think will benefit from hearing this information.

Dec 18, 2024 • 44min
The Future of Medical Supply Chain! Patient Care and Cost-Saving Innovations | Luká Yancopoulos | #44
Luká Yancopoulos talks about the challenges in the healthcare supply chain and how his company is revolutionizing procurement for medical practices.
Luká is the CEO and co-founder of Grapevine Technologies, a company focused on revolutionizing the medical supply chain by providing a platform designed for B2B wholesalers and purchasers in the healthcare sector. Luká has been recognized for his work in healthcare procurement, with Grapevine aiming to save costs on medical supplies through a more efficient supply chain process. His entrepreneurial journey began while he was still in college, spurred by the need to address supply chain issues during the COVID-19 pandemic.
Takeaways
* Grapevine Technologies aims to reduce medical supply costs by over 70%.
* The COVID-19 pandemic highlighted critical supply chain vulnerabilities in healthcare.
* Grapevine's platform consolidates multiple suppliers into a single interface.
* The platform is free to use until savings are achieved for the customer.
* Grapevine automatically redirects orders in case of backorders.
* The company is focused on expanding its services beyond procurement to patient care.
* Machine learning is used to predict supply needs based on consumption patterns.
* Grapevine aims to make healthcare more affordable for patients.
* Real-world examples show significant savings and improved patient care outcomes.
* The vision includes automating inventory management for medical practices.
* Lowering costs for businesses ultimately benefits patients.
* Identifying and addressing key problems in healthcare is crucial.
* Patients should have ownership of their health records.
* Success in healthcare should be measured by impact and accessibility.
* Diversification in supply chains is a growing trend post-COVID.
* Patient data ownership is essential for better healthcare outcomes.
* Insurance companies pose significant challenges in the healthcare system.
* Change in healthcare can directly affect patient outcomes.
* Consumer technology is more advanced than healthcare technology.
* Innovators should focus on solving real problems for users.
Sponsors
Webflow - Create custom, responsive websites without coding
* https://try.webflow.com/0lse98neclhe
MeetGeek - Automatically video record, transcribe, summarize, and share granular insights from every meeting to any tool
* https://get.meetgeek.ai/yjteozr4m6ln
Connect with Luka
* Website: https://www.go-grapevine.com/
* LinkedIn: https://www.linkedin.com/in/luk%C3%A1-yancopoulos-50051a1a8/
Timestamps
00:00 Intro
01:27 Luka’s background
02:49 Problems Grapevine solves
05:20 How Grapevine’s platform simplifies operations
12:02 Unique features and differences of Grapevine
18:41 Real-world impact and success stories
21:52 Expanding into other industries
23:14 Vision for Grapevine in the next five years
27:19 Empowering patients with health records
29:02 Measuring success
30:52 Trends that shaping the future of the healthcare supply chain
33:27 How innovations in the supply chain can influence public health
37:54 The most surprising lesson learned
40:58 How to engage with Grapevine
41:40 Advice from Luka
Podcast Links
* https://linktr.ee/anhourofinnovation
Connect with Vit
* Website: https://vitlyoshin.com/contact/
* LinkedIn: https://www.linkedin.com/in/vit-lyoshin/
Please subscribe, leave an honest review, and share with people you think will benefit from hearing this information.

Dec 11, 2024 • 50min
Turning Ideas into Products! Guide to MVPs and First Customers | Vinod Sharma | #43
Vinod Sharma talks about the journey from idea to MVP and scaling to the first 100 customers. Vinod shares his extensive experience in the tech field, emphasizing the importance of validating ideas, defining a minimum viable product (MVP), and acquiring initial customers.
Vinod has 24 years of experience building and scaling multimillion-dollar products. With deep expertise in product development, he helps SaaS founders transform visionary ideas into scalable products.
Takeaways
* Validate your idea by finding a 2 AM problem.
* Conduct 25 to 40 interviews for initial feedback.
* Avoid making assumptions when validating ideas.
* Define your MVP by focusing on core problems.
* Put something out to get real-world feedback.
* Your first customers often come from your network.
* Use customer feedback to drive product development.
* Stick to your unique value proposition in the competition.
* Balance innovation with user maintenance requests.
* Understand the difference between vision, strategy, and tactics.
Sponsors
Webflow - Create custom, responsive websites without coding
* https://try.webflow.com/0lse98neclhe
MeetGeek - Automatically video record, transcribe, summarize, and share granular insights from every meeting to any tool
* https://get.meetgeek.ai/yjteozr4m6ln
Connect with Vinod
* Website: https://vinodsharma.co/
* LinkedIn: https://www.linkedin.com/in/vinodsharma10x/
* X: https://x.com/VinodSharma10x
Timestamps
00:00 Intro
01:15 Vinod’s Story
05:25 How to validate ideas?
09:04 Mistakes people make while validating their ideas
11:34 How do you define MVP?
16:34 Avoiding “perfection paralysis”
19:15 Acquiring your first 100 customers
23:34 Drafting a compelling messaging for a product
25:46 Free trials vs freemium models for SaaS
28:12 Challenges in transitioning from MVP to Growth
30:18 Challenges with teams growing
36:35 Navigating team growth and communication
38:30 Advice to founders on how to handle competition
40:22 Balancing innovation with maintenance and support
43:35 Key lessons for founders
47:06 Advice from Vinod
Podcast Links
* https://linktr.ee/anhourofinnovation
Connect with Vit
* Website: https://vitlyoshin.com/contact/
* LinkedIn: https://www.linkedin.com/in/vit-lyoshin/
Please subscribe, leave an honest review, and share with people you think will benefit from hearing this information.

Dec 4, 2024 • 47min
Fractional Leadership Explained! The Smarter Way to Grow Your Company | Mike Malloy | #42
Mike Malloy talks about fractional executives in this episode of An Hour of Innovation podcast. He explores the benefits and challenges of fractional executives, the evolution of fractional roles, and the types of companies that benefit from hiring fractional leaders.
Mike is a founder and CEO of Malloy Industries, the agency with over 300 fractional executives that helps B2B SaaS companies scale their businesses from $2M to $20M.
Takeaways
* Fractional executives bring extensive experience and proven methodologies.
* The demand for fractional roles has increased post-pandemic.
* Fractional leadership is ideal for companies with 5 to 150 employees.
* Hiring fractional executives can save time and reduce overhead costs.
* Effective communication is crucial for successful fractional relationships.
* Fractional executives can help identify and solve business problems efficiently.
* Companies can quickly onboard fractional executives compared to full-time hires.
* Soft skills and rapport-building are essential for fractional executives.
* Clients are increasingly hiring multiple fractional executives.
* Being relentlessly generous adds value to client relationships.
* Hiring fractional executives can provide immediate value.
* Fractional roles allow companies to scale flexibly.
* The future of work may lean towards fractional employment.
Sponsors
Webflow - Create custom, responsive websites without coding
* https://try.webflow.com/0lse98neclhe
MeetGeek - Automatically video record, transcribe, summarize, and share granular insights from every meeting to any tool
* https://get.meetgeek.ai/yjteozr4m6ln
Connect with Mike
* Website: https://malloyindustries.com/
* LinkedIn: https://www.linkedin.com/in/mwmalloy/
* X: https://x.com/mwmalloy?lang=en
* CEO scaling toolbox: https://malloyindustries.com/resources/ceo-scaling-toolbox/
* Meeting agendas: https://bit.ly/MeetingAgendasFromMI
* Business Bites newsletter: https://malloyindustries.com/business-bites-newsletter/
Timestamps
00:00 Intro
00:51 Mike’s story
02:31 Defining fractional leadership and its evolution
04:10 History of fractional leadership
06:26 Types of companies that benefit most from hiring fractional executives
08:51 Industries that hire more fractional executives
10:28 Advantages of hiring fractional executives
16:26 Challenges and communication in fractional roles
18:50 Skills and qualities of successful fractional executives
25:10 Training and core values for fractional executives
26:59 Dad jokes from Mike
28:15 Career paths for young professionals
32:01 When to hire a fractional executive
34:35 Success story: transformative impact of a fractional executive
39:06 Focus on B2B SaaS and sales executives
41:48 Surprising thing about fractional executives
44:26 Advice from Mike
Podcast Links
* https://linktr.ee/anhourofinnovation
Connect with Vit
* Website: https://vitlyoshin.com/contact/
* LinkedIn: https://www.linkedin.com/in/vit-lyoshin/
Please subscribe, leave an honest review, and share with people you think will benefit from hearing this information.

Nov 27, 2024 • 50min
Driving Innovation! How TRIZ Can Revolutionize Your Problem-Solving Approach | Ivan Gekht | #41
In this conversation, Ivan Gekht discusses TRIZ (Theory of Inventive Problem Solving or TIPS), a systematic approach to problem-solving and innovation. He explains its origins in the USSR, its evolution, and its application across various industries.
Ivan is the CEO of Gehtsoft USA, a tech powerhouse where science meets innovation, tackling complex challenges with precision, curiosity, and systems thinking.
The team specializes in creating production-ready, custom software that’s efficient, reliable, and built to last. For those with bold visions seeking premium, high-end service to outpace the competition, Gehtsoft isn’t just a partner - it’s a catalyst for transformative success.
Takeaways
* TRIZ is a systematic approach to innovation.
* Understanding contradictions is key to problem-solving.
* TRIZ incorporates elements from various problem-solving methodologies.
* Defining market needs is crucial for successful innovation.
* Confirmation bias can hinder effective problem-solving.
* TRIZ can be applied in software engineering and other fields.
* The evolution of systems can be predicted using TRIZ principles.
* Reusability is a key concept in problem-solving.
* Expertise can create biases and narrow perspectives.
* Being a T-shaped or E-shaped specialist enhances problem-solving capabilities.
* Innovation requires a structured approach, such as TRIZ.
* Curiosity and continuous learning are essential for innovation.
* Start with small improvements to build confidence in problem-solving.
Sponsors
* Webflow - Create custom, responsive websites without coding
https://try.webflow.com/0lse98neclhe
* MeetGeek - Automatically video record, transcribe, summarize, and share granular insights from every meeting to any tool
https://get.meetgeek.ai/yjteozr4m6ln
Connect with Ivan
* Website: https://www.gehtsoftusa.com/
* LinkedIn: https://www.linkedin.com/in/ivan-gekht/
Timestamps
00:00 Intro
01:36 What is TRIZ?
03:22 How has TRIZ evolved since its inception?
04:51 What does TRIZ stand for?
05:07 Core principles of TRIZ?
08:19 Processes within TRIZ
11:22 What makes TRIZ unique compared to other innovation methods?
16:01 Practical applications of TRIZ in software engineering
20:58 Using TRIZ outside tech industry
26:40 Challenges and limitations of TRIZ
33:35 Applying TRIZ across industries
39:19 Resources for learning TRIZ
46:06 Advice from Ivan
Podcast Links
* https://linktr.ee/anhourofinnovation
Connect with Vit
* Website: https://vitlyoshin.com/contact/
* LinkedIn: https://www.linkedin.com/in/vit-lyoshin/
Please subscribe, leave an honest review, and share with people you think will benefit from hearing this information.

Nov 20, 2024 • 55min
Revolutionizing Strategy in Organizations! AI-Powered Alignment | Josh Folk | #40
In this episode of the Hour of Innovation podcast, Josh Folk talks about the challenges of strategic alignment within organizations.
Josh shares his journey of becoming a leader in innovation and discusses the barriers that innovation leaders face, including communication issues and the need for a culture of collaboration. He explores the role of AI in addressing these challenges and introduces his new venture, StratRocket, which aims to enhance clarity and alignment within organizations.
Takeaways
* Innovation leaders face significant challenges in alignment
* Cultural barriers can hinder effective communication
* AI has the potential to simplify complex processes
* Understanding the strategy is crucial for all levels of staff
* Leadership alignment directly impacts employee motivation
* The 'telephone tag' problem complicates communication
* StratRocket aims to bridge the gap in strategy execution
* Everyone perceives company strategy through their unique lens
* Understanding perspectives enhances communication effectiveness
* Participation leads to better outcomes in strategy
* AI can reduce friction and busy work
* Why do we still use annual planning cycles?
* Alignment improves culture and engagement
* Every team member can contribute to the strategy
* AI can help articulate and clarify ideas
Sponsors
* Webflow - Create custom, responsive websites without coding
https://try.webflow.com/0lse98neclhe
* MeetGeek - Automatically video record, transcribe, summarize, and share granular insights from every meeting to any tool
https://get.meetgeek.ai/yjteozr4m6ln
Connect with
* Website: https://stratrocket.com/
* LinkedIn: https://www.linkedin.com/in/joshuafolk/
* X: https://x.com/joshfolk
Timestamps
00:00 Introduction
06:04 StratRocket
10:32 Difficulties with alignment within an organization
22:09 Solving strategy alignment problems
26:19 Understanding perspectives in communication
30:56 Continuous execution
38:52 How AI helps with strategy alignment
42:39 Generating insights, reporting, and notifications
45:14 Feedback from beta users
50:12 Advice from Josh
Podcast Links
* https://linktr.ee/anhourofinnovation
Connect with Vit
* Website: https://vitlyoshin.com/contact/
* LinkedIn: https://www.linkedin.com/in/vit-lyoshin/
Please subscribe, leave an honest review, and share with people you think will benefit from hearing this information.

Nov 13, 2024 • 1h 2min
Building a Responsible Future with AI and Data Science | Dr. Alfred Spector | #39
In this conversation, Dr. Alfred Spector discusses the complexities of data science and artificial intelligence, emphasizing the importance of understanding the broader context beyond technical aspects.
Dr. Alfred Spector is a visiting scholar at MIT, senior advisor at Blackstone, and co-author of the “Data Science in Context: Foundations, Challenges, Opportunities” book.
Takeaways
* Data science goes beyond just algorithms and models.
* Understanding data science requires insight from large data collections.
* AI applications are increasingly important across all sectors.
* A rubric helps ensure comprehensive evaluation in data science applications.
* The seven elements of the rubric guide the development of AI systems.
* Balancing objectives in AI applications is crucial for success.
* Transparency and understandability are key in AI systems.
* Privacy and security are paramount in data-driven applications.
* Real-world applications of AI must consider changing societal impacts.
* Technology changes the way we experience life.
* Generative AI can enhance creativity and efficiency.
* Ethics in AI must consider broader societal impacts.
* Liberal arts education is crucial for tech professionals.
* Data science should be taught to everyone.
* The future will require adaptability to new technologies.
* Context is key in applying AI responsibly.
* Balancing ethics, politics, and economics is essential.
* Regulation should focus on AI applications, not AI itself.
Sponsors
* Webflow - Create custom, responsive websites without coding
https://try.webflow.com/0lse98neclhe
* MeetGeek - Automatically video record, transcribe, summarize, and share granular insights from every meeting to any tool
https://get.meetgeek.ai/yjteozr4m6ln
Connect with
* LinkedIn: https://www.linkedin.com/in/alfred-spector/
* Book: https://www.amazon.com/Data-Science-Context-Foundations-Opportunities/dp/1009272209
* Three-Part Framework Article: https://dl.acm.org/doi/pdf/10.1145/3624726
* Harvard Data Science Review Article: https://hdsr.mitpress.mit.edu/pub/xyeriy3y/release/2
Timestamps
00:00 Introduction
01:06 Data Science in Context Book
02:39 Defining Data Science
06:24 The Relationship Between Data Science and AI
07:45 Evolution of Data Science and AI Beyond Technology
10:38 The Analysis Rubric for Data Science
27:12 Applying the Rubric in Real-Life Scenarios
33:56 Framework for Decision-Making in Technology
45:12 The Role of Liberal Arts in Technology Education
51:19 The Future of AI and Human Collaboration
53:51 Key Takeaways and Final Thoughts
Podcast Links
* https://linktr.ee/anhourofinnovation
Connect with Vit
* Website: https://vitlyoshin.com/contact/
* LinkedIn: https://www.linkedin.com/in/vit-lyoshin/
Please subscribe, leave an honest review, and share with people you think will benefit from hearing this information.


