The Future Of

Episode Breakdown:
0:00 - IntroductionOverview of the episode and introduction of guest, Douwe Kiela, including highlights of his academic and professional background.
1:11 - Douwe's Early Journey in AIDouwe discusses his academic background in philosophy and computer science and his early entry into AI research.
2:24 - Life Balance & Personal BackgroundDouwe shares about balancing work and family, and what he enjoys outside of his professional life.
3:24 - Founding Contextual AIFounding story of Contextual AI and the company's approach to enterprise context engineering.
4:39 - The Role of Context EngineeringExploration of context engineering as an evolution beyond prompt engineering, explaining its significance for large enterprises handling vast, scattered datasets.
6:16 - Architecture of Enterprise AI SolutionsDiscussion on the architecture of contextual platforms, integrating varied structured and unstructured data sources.
8:02 - Multi-Language Model WorldEmphasis on the multi-language model future, the necessity for unified context layers, and adaptability toward different business needs.
9:00 - Bridging Data Sources & AI SystemsHow Contextual AI facilitates connections between various enterprise data sources and language models.
10:12 - Model Agnosticism & FactualityDescription of Contextual AI's language model agnosticism, its own grounded language model, and its focus on minimizing hallucination.
12:04 - Hallucination and AccuracyDouwe shares insights on the origin and ambiguity of the term "hallucination" in AI, and the critical need for specialized, accurate systems.
13:54 - Multi-Agent and RAG IntegrationDiscussion on agentic AI, the difference between static and active RAG, and complex problem-solving enabled by multi-agent systems.
18:29 - Configuring Context LayersExplanation of tuning and optimizing various context layers within enterprise AI applications.
19:49 - The Importance of Context in AI ROIThe significance of proper context in achieving ROI from enterprise AI projects.
22:15 - State of Industry AdoptionObservation of current industry adoption, value-driven experimentation, and the expectation of ROI proving in the next phase.
25:02 - Top-Down vs. Bottom-Up AI ImplementationAnalysis of organizational AI adoption patterns and value realization through both top-down and bottom-up strategies.
29:47 - High-Value Industry ApplicationsIndustries and functions where enterprise AI delivers the most value, including finance, deep tech, and professional services.
31:14 - Future Projections for Enterprise AIPredictions on the disruptive potential and rapid integration of AI across industries in the next three to five years.
36:00 - The Future of Work & SkillsAdvice on re-skilling for the AI era, with emphasis on communication and precise articulation of ideas.
38:03 - Human Qualities & AI UsageReflection on the enduring value of human strengths, creativity, and the importance of using AI as an empowering tool rather than a replacement.
42:39 - Ethical Considerations & RegulationDiscussion on the balance between innovation and ethical oversight in AI development and deployment.
45:10 - Closing RemarksConcluding thoughts on contextual decision-making and gratitude toward the guest.
About the Show:“The Future Of” is a podcast by Fresh Consulting, hosted by Jeff Dance, where we discuss and explore the future of various industries, markets, and technology. Join us as we chat with leaders and experts to learn how we can shape the future human experience.
Previous guests include: Gurdeep Pall of Microsoft, Carolyn Belle of Astroscale, Kane Simms of VUX World, Rogger Kibbe of Samsung Research America, Rob Tiffany of Sustainable Logix, Katrina Stevens of Tech Interactive, 
Check out our 3 most downloaded episodes:

The Future of the Metaverse
The Future of Construction
The Future of Generative AI

Episode Breakdown:0:43 – IntroductionIntroduction by Jeff Dance and welcoming Elijah Kerry, who is introduced as Software Director at National Instruments.
1:42 – Elijah’s Career JourneyElijah discusses his entry into National Instruments and initial roles bridging software understanding for engineers from various disciplines.
3:45 – Evolution in Test AutomationBoth Jeff and Elijah describe the transition from basic laboratory automation to complex, software-dependent test systems.
4:58 – Defining Test AutomationClarification of test automation with a focus on the physical world and challenges specific to hardware, as opposed to software-only testing.
7:29 – The Importance of Test AutomationElijah highlights test automation’s vital business value, scale, and reliability, underscoring critical consequences of inadequate testing in industry.
10:14 – Education and Inspiration in TestDiscussion on the need to better educate and excite young engineers about test engineering, citing academic partnerships and student projects.
13:33 – Test Across the LifecycleElijah and Jeff talk about testing at multiple phases—from design and build, to production and remanufacturing—emphasizing its pervasive necessity.
14:47 – LabVIEW vs. Python for Test AutomationElijah describes LabVIEW’s historical and technical strengths in hardware-oriented test environments and its complementary relationship with Python.
19:51 – Community and CollaborationElijah reviews the growth of the LabVIEW community, user groups, and open-source initiatives, and the impact of Emerson’s acquisition of NI.
26:05 – The Future of Test AutomationForecast of major changes in the next 10–20 years, including increasing software sophistication, roles for AI, and the rapid evolution of engineering needs.
32:04 – Integrating AIElijah explains current and future uses of AI in test automation—with assistants, code generation, and enhanced data analysis.
36:59 – The Role of ContainerizationDiscussion about the benefits of containerization (e.g., Docker) for building resilient, scalable, and update-ready test systems.
40:23 – Supporting Innovation and ScaleFocus on the demands of rapidly evolving industries and NI’s efforts to support high-volume, data-intensive test environments.
43:23 – Ethics and CybersecurityAddressing the importance of ethical responsibility, data privacy, and cybersecurity in software and AI-driven test systems.
47:08 – Key Investments and RewardsElijah shares excitement about renewed investment in NI’s core products and the personal rewards of being part of transformative engineering projects.
50:03 – ClosingJeff reflects on the unique vantage point of NI in driving and observing technological innovation. Closing acknowledgments.
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About the Show:“The Future Of” is a podcast by Fresh Consulting, hosted by Jeff Dance, where we discuss and explore the future of various industries, markets, and technology. Join us as we chat with leaders and experts to learn how we can shape the future human experience.
Previous guests include: Gurdeep Pall of Microsoft, Carolyn Belle of Astroscale, Kane Simms of VUX World, Rogger Kibbe of Samsung Research America, Rob Tiffany of Sustainable Logix, Katrina Stevens of Tech Interactive, 
Check out our 3 most downloaded episodes:

The Future of the Metaverse
The Future of Construction
The Future of Generative AI

Episode Breakdown0:00 - IntroductionJeff Dance introduces the episode and Jan Liphardt, providing Jan's background and credentials in robotics, AI, and bioengineering.
1:29 - Jan’s Journey to RoboticsJan shares his interdisciplinary journey spanning physics, biotech, data privacy, and his passion for intelligent machines.
4:05 - Living with RobotsJan discusses his personal experience living with humanoid and quadruped robots at home, emphasizing the importance of real-world exposure for innovation.
5:36 - Everyday InteractionsJan recounts how family members interact with robots at home, revealing spontaneous, natural engagement especially among children.
7:05 - Engagement Through MovementThe episode examines how the physical presence and movement of robots lead to deeper, more intuitive user engagement compared to screens.
8:42 - Why Decentralization MattersJan explains why robot-to-robot coordination, identity, and trust systems are fundamental to advancing robotics, drawing parallels to human communication networks.
12:49 - Building Trust and TransparencyDiscussion on the role of decentralization, open source, and public rules (e.g., Asimov’s laws on Ethereum) as practical steps toward trustworthy collaboration.
18:57 - OpenMind’s ApproachJan describes OpenMind’s development of a modular, multi-model AI stack for robotics, advocating for skill sharing and flexibility over monolithic systems.
23:15 - Sharing Skills Across RobotsInsight into how robots might autonomously share and learn skills, with lessons drawn from defense and military sensor coordination.
25:04 - Security and Open SourceThe importance of transparency, well-audited open systems, and caution against "security through obscurity” in the context of secure, collaborative robots.
30:22 - Vision for the FutureJan outlines the broader societal possibilities for robotics beyond basic chores, emphasizing roles in companionship, education, and healthcare.
35:42 - Interoperability and the MarketDiscussion on why open, modular platforms will drive the robotics market, citing Android’s success as a comparable example.
41:21 - Regulatory and Insurance ChallengesJan notes regulatory gaps for humanoid robots and highlights the absence of robust insurance products as a key industry barrier.
43:15 - Breakthroughs and ImpactThe episode closes with stories illustrating the transformative effects of robots as companions, especially in healthcare and education settings, and calls for ongoing public engagement in technology development.
Previous guests include: Gurdeep Pall of Microsoft, Carolyn Belle of Astroscale, Kane Simms of VUX World, Rogger Kibbe of Samsung Research America, Rob Tiffany of Sustainable Logix, Katrina Stevens of Tech Interactive, 
Check out our 3 most downloaded episodes:

The Future of the Metaverse
The Future of Construction
The Future of Generative AI

0:43 - IntroductionJeff Dance introduces the podcast theme and guests Brooke Quist and Michael Wiggins.
3:00 - Guests’ Journeys into Intellectual PropertyBrooke and Michael share their personal and professional journeys into IP law.
5:53 - AI’s Impact in Legal Practice  Discussion of how AI is beginning to impact the legal sector.
13:11 - Strengths and Weaknesses of AI in Legal WorkExamination of where AI is valuable and where limitations persist.
15:12 - AI and Intellectual Property LandscapeBrooke provides definitions and the current legal landscape for IP and AI.
22:20 - Business and Policy Implications Michael discusses broader impacts of AI and differences across industries.
30:21 - Building Proprietary vs. Third-Party AI Solutions Guidance for organizations considering AI adoption.
35:22 - Managing Shadow AI and Governance Practical steps for companies to manage unauthorized use of AI (Shadow AI).
43:45 - The Future of AI in IP and Workforce Training  Anticipating the future and preparing for ongoing changes.
50:08 - Future Opportunities and Ethical Principles  Opportunities, challenges, and ethical concerns going forward.
1:05:54 - Personal Excitement About AI Advancements  Guest perspectives on the most exciting future AI developments.
1:09:10 - Closing RemarksJeff Dance wraps up the discussion and thanks the guests.
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About the Show
“The Future Of” is a podcast by Fresh Consulting, hosted by Jeff Dance, where we discuss and explore the future of various industries, markets, and technology. Join us as we chat with leaders and experts to learn how we can shape the future human experience.
Previous guests include: Gurdeep Pall of Microsoft, Carolyn Belle of Astroscale, Kane Simms of VUX World, Rogger Kibbe of Samsung Research America, Rob Tiffany of Sustainable Logix, Katrina Stevens of Tech Interactive, 
Check out our 3 most downloaded episodes:

The Future of the Metaverse
The Future of Construction
The Future of Generative AI

Episode Breakdown:

• 0:00 - Introduction
  • Introduction by Jeff Dance
• 01:00 - Guest Introduction
  • Overview of Simoni Severini’s background and contributions to quantum computing
• 06:00 - Simoni's Journey
  • Simoni shares his random yet impactful journey into quantum computing
• 11:00 - Basics of Quantum Computing
  • Explanation of quantum computing principles like superposition and qubits
• 17:00 - Current Quantum Technology
  • Discussion on current advancements and milestones in quantum computing
• 21:00 - Quantum Computing Challenges
  • Challenges related to error rates and practical realizations
• 34:00 - Future Opportunities
  • Speculation on the convergence of quantum tech with AI and potential future innovations
• 48:00 - Security Concerns
  • Examination of quantum computing's potential impact on cryptography and security
• 57:00 - Quantum Computing's Impact
  • Closing thoughts on the future and impact of quantum computing as a platform for discovery
    
    

About the Show:“The Future Of” is a podcast by Fresh Consulting, hosted by Jeff Dance, where we discuss and explore the future of various industries, markets, and technology. Join us as we chat with leaders and experts to learn how we can shape the future human experience.


Previous guests include: Gurdeep Pall of Microsoft, Carolyn Belle of Astroscale, Kane Simms of VUX World, Rogger Kibbe of Samsung Research America, Rob Tiffany of Sustainable Logix, Katrina Stevens of Tech Interactive, 
Check out our 3 most downloaded episodes:

The Future of the Metaverse
The Future of Construction
The Future of Generative AI

Episode Breakdown:0:00 - Introduction - Introduction of Sir Peter Beck and Rocket Lab's accomplishments.

02:44 - Why Space? - Sir Peter shares his childhood inspiration leading to a career in the space industry.

04:55 - Rocket Lab’s Role in Government Projects - Discussion about Rocket Lab's involvement with UK and US governments for hypersonic test launches.

05:41 - End-to-End Space Company - Sir Peter elaborates on Rocket Lab's strategy to provide diverse space services.

10:20 - Competition Landscape - Insights into Rocket Lab's unique end-to-end service offerings compared to competitors.

12:37 - Challenges Facing the Industry - Exploration of the difficulties in scaling and supply chain issues within the space sector.

14:20 - Customer Mix - Discussion on the balance between government and commercial clients in Rocket Lab's business model.

15:52 - Market Opportunities - Sir Peter describes upcoming opportunities in commercial communications from space.
17:38 - Space Crowding - Conversation about the implications of increased satellite launches and the need for traffic management.
22:29 - Vision for the Future - Speculation about how space will increasingly integrate into daily life over the next decade.
25:34 - Role of AI in Space - The impact of AI and computer vision on analyzing space and launch data.
31:12 - Future Talent in Space Engineering - Advice for aspiring engineers and the demand for mechanical engineers in the space sector.
34:02 - Exciting Future Advancements - Sir Peter discusses the need for new propulsion methods to advance space exploration.
37:18 - Rewarding Experiences - Reflection on the growth of the team at Rocket Lab and seeing young engineers succeed.


About the Show:“The Future Of” is a podcast by Fresh Consulting, hosted by Jeff Dance, where we discuss and explore the future of various industries, markets, and technology. Join us as we chat with leaders and experts to learn how we can shape the future human experience.


Previous guests include: Gurdeep Pall of Microsoft, Carolyn Belle of Astroscale, Kane Simms of VUX World, Rogger Kibbe of Samsung Research America, Rob Tiffany of Sustainable Logix, Katrina Stevens of Tech Interactive, 
Check out our 3 most downloaded episodes:

The Future of the Metaverse
The Future of Construction
The Future of Generative AI

Episode Breakdown:

0:00 - Introduction
- Introduction of guests and overview of the episode's themes.

4:00 - Personal Motivations in Manufacturing
- Guests share their backgrounds and motivations related to manufacturing and technology.

12:00 - Current Trends in US Manufacturing
- Discussion on the recent shift back to domestic manufacturing and factors driving this change.

18:00 - Challenges Facing Manufacturing
- Experts address challenges such as workforce demographics, skills mismatch, and perception issues.

24:00 - Insights from South by Southwest Panel
- Reflections on audience engagement and interest in manufacturing technology.

27:00 - Success Factors for Manufacturing Success
- Key principles for successful adoption of automation and technology discussed.

33:00 - Vision for Future Factories
- Predictions for the advancements expected in factories by 2030 and 2050.

51:00 - The Role of AI and Technology
- Excitement about how AI will enhance decision-making processes in manufacturing.

52:00 - Career Opportunities in Manufacturing
- Encouraging messages for those interested in pursuing careers in manufacturing.

56:00 - Advice for Companies Feeling Left Behind
- Guidance for manufacturers on accessing resources and support.

About the Show:
“The Future Of” is a podcast by Fresh Consulting, hosted by Jeff Dance, where we discuss and explore the future of various industries, markets, and technology. Join us as we chat with leaders and experts to learn how we can shape the future human experience.


Previous guests include: Gurdeep Pall of Microsoft, Carolyn Belle of Astroscale, Kane Simms of VUX World, Rogger Kibbe of Samsung Research America, Rob Tiffany of Sustainable Logix, Katrina Stevens of Tech Interactive, 
Check out our 3 most downloaded episodes:

The Future of the Metaverse
The Future of Construction
The Future of Generative AI

About the Show:
"The Future Of" is a podcast by Fresh Consulting, hosted by Jeff Dance, where we discuss and explore the future of various industries, markets, and technology. Join us as we chat with leaders and experts to learn how we can shape the future human experience.Previous guests include: Gurdeep Pall of Microsoft, Carolyn Belle of Astroscale, Kane Simms of VUX World, Rogger Kibbe of Samsung Research America, Rob Tiffany of Sustainable Logix, Katrina Stevens of Tech Interactive, 
Check out our 3 most downloaded episodes:

The Future of the Metaverse
The Future of Construction
The Future of Generative AI

In this episode, Jeff Dance is joined by Ursula Saldívar - Director of Innovation & Emerging Technologies at Tecnológico de Monterrey, and Mackenzie Price - Co-Founder of 2hr Learning, to explore the transformative potential of AI in education. Both guests highlight their innovative approaches to personalized learning, underscoring the role of AI as a powerful tool for efficiency and engagement. They discuss how this new paradigm can enhance educational outcomes and nurture essential life skills while also emphasizing the importance of adapting educational institutions to embrace these advancements.

Episode Breakdown:

• 0:00 - Introduction 
  • Introduction of guest speakers by Jeff Dance.

• 01:35 - Guest Backgrounds 
  • Overview of Mackenzie's and Ursula's educational contributions and innovative roles in their respective institutions.

• 05:18 - Personal Journeys into Education 
  • Ursula shares her path into education, while Mackenzie discusses her motivations to innovate the school model following her children's experiences.

• 09:28 - The Role of AI in Education 
  • Mackenzie discusses how adaptive personalized learning is being integrated and its implications for educational practices.

• 10:17 - AI Boosting Learning Efficiency 
  • Mackenzie elaborates on how AI helps tailor education to each student’s needs, enhancing their learning experience.

• 15:47 - Supporting Educator Roles with AI 
  • The discussion highlights how AI frees educators to focus on emotional and motivational support.

• 19:52 - AI Integration at University Level 
  • Ursula talks about the ongoing projects using AI for personalized learning and engagement in higher education.

• 27:02 - AI as a Tool for Life Skills 
  • The speakers emphasize the importance of teaching life skills alongside academic knowledge through the use of AI.

• 31:06 - The Future of Education
  • Mackenzie speculates on upcoming changes in education, focusing on skills necessary for success in modern society.

• 47:57 - Institutional Strategy for AI
  • Ursula explains the importance of strategy and collaboration in the implementation of AI at universities.
    
    

About the Show: “The Future Of” is a podcast by Fresh Consulting, hosted by Jeff Dance, where we discuss and explore the future of various industries, markets, and technology. Join us as we chat with leaders and experts to learn how we can shape the future human experience.

Previous guests include: Gurdeep Pall of Microsoft, Carolyn Belle of Astroscale, Kane Simms of VUX World, Rogger Kibbe of Samsung Research America, Rob Tiffany of Sustainable Logix, Katrina Stevens of Tech Interactive, 
Check out our 3 most downloaded episodes:

The Future of the Metaverse
The Future of Construction
The Future of Generative AI

In this episode of "The Future Of," we speak with Dr. Joy Harden Bradford about the current state of mental health post-pandemic and the critical role of community in healing. She emphasizes the need for increased access to resources and the potential of group therapy in addressing the mental health crisis.

Episode Breakdown:
0:00 - 02:14 Introduction

• Introduction of Dr. Joy Harden Bradford and her background in mental health.

02:14 - 03:50 Dr. Joy’s Journey

• Dr. Joy shares her early experiences in psychology and her inspiration for founding Therapy for Black Girls.

03:50 - 06:02 Statistics on Mental Health

• Jeff discusses alarming statistics regarding mental health in America post-pandemic.

06:02 - 08:21 The Impact of the Pandemic

• Dr. Joy reflects on the ongoing mental health crisis stemming from unresolved grief and social disconnection due to the pandemic.

08:21 - 09:05 Contributing Factors

• Discussion on how the political climate and global awareness of suffering contribute to increased mental health challenges.

09:05 - 11:03 Managing Anxiety

• Dr. Joy offers tips for managing anxiety, highlighting the importance of limiting media exposure and sharing feelings.

11:03 - 13:34 Parenting Challenges

• Exploration of how modern parenting styles may contribute to mental health issues among children.

13:34 - 14:31 Importance of Stress

• Commentary on the role of manageable stress in performance and functioning.

14:31 - 14:54 Role of Medication and Exercise

• Discussion about the importance of medication for mental health and the benefits of regular exercise.

14:54 - 19:23 Community and Connection

• The significance of community in mental health, especially post-pandemic.

19:23 - 21:48 Future Directions in Mental Health

• Insights into how group therapy may fill the gap in individual therapy resources.

21:48 - 26:56 Technology’s Role

• Dr. Joy addresses both the positive and negative impacts of technology, particularly AI, on mental health services.

26:56 - 30:20 Balancing Technology and Human Connection

• Discussion on maintaining human connections while utilizing technology to aid mental health.

30:20 - 33:47 Recommended Resources

• Suggestions for books and tools to help navigate mental health.

33:47 - 34:05 Closing Thoughts

• Dr. Joy shares what excites her about the future of mental health care.

About the Show:
"The Future Of” is a podcast by Fresh Consulting, hosted by Jeff Dance, where we discuss and explore the future of various industries, markets, and technology. Join us as we chat with leaders and experts to learn how we can shape the future human experience.

Previous guests include: Gurdeep Pall of Microsoft, Carolyn Belle of Astroscale, Kane Simms of VUX World, Rogger Kibbe of Samsung Research America, Rob Tiffany of Sustainable Logix, Katrina Stevens of Tech Interactive, 
Check out our 3 most downloaded episodes:

The Future of the Metaverse
The Future of Construction
The Future of Generative AI