Episodios

  • AI Adoption Is Broken: The Hidden Costs Nobody Talks About
    Sep 11 2026

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    Summary

    In this episode, Dr. Alex Leithard discusses the landscape of AI, its applications, cultural implications, pricing models, and the future of AI technology. Listeners will gain insights into how organizations can approach AI adoption responsibly and effectively.

    Key Topics

    • AI landscape and applications
    • Cultural change in AI adoption
    • Pricing models and economic impact of AI
    • Measuring AI value and impact
    • AI safety, bias, and ethical considerations
    • Future trends and the potential of AGI

    Chapters

    00:00 Introduction to Dr. Alex Leithardt and episode overview
    01:08 Dr. Leithardt's background and journey into AI
    02:42 Understanding AI technologies and their applications
    04:32 The role of organizational culture in AI adoption
    05:48 Hypothesis testing and experimentation in AI projects
    07:30 Quantitative vs qualitative measurement of AI value
    08:49 Challenges in AI ROI and market disruption
    13:50 Pricing models for AI: Value-based and outcome-based
    18:20 Market disruption and the race to AI adoption
    22:26 Environmental impact and data transparency in AI
    24:49 On-device AI and future ecosystem considerations
    28:50 Predictions for AGI and the future of AI technology
    31:27 Consciousness, intelligence, and philosophical perspectives
    34:33 Information overload and managing AI in organizations
    36:20 Transparency, opaqueness, and user experience in AI tools
    38:30 Data privacy, bias, and responsible AI use
    41:21 Book and resource recommendations from Dr. Leithardt
    43:24 On device AI stacks and tools used by Dr. Leithardt
    44:50 Closing remarks and future discussions

    Links & Stuff

    🔗 Connect with Alex Leathard on LinkedIn:
    https://www.linkedin.com/in/alexleathard/

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    Project Flux is independently owned, funded, and operated by its founder. Any external references or features are for community benefit only and do not imply endorsement, control, or ownership.

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    47 m
  • Human Judgment Still Matters in an AI OODA Loop with Nate Amidon, Form100 Consulting
    Sep 4 2026

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    Summary

    In this episode, Nate Amidon shares his unique journey from a C-17 pilot to founder of Form 100 Consulting, highlighting how military skills translate into technology consulting and the importance of trust and governance in AI deployment.

    Key Topics

    • Military skills in technology consulting
    • The importance of trust in AI
    • Governance and regulation of AI tools
    • Using AI to improve decision-making and project delivery
    • The OODA loop and AI's role in fast decision environments
    • Transitioning from military to civilian tech careers


    Chapters

    00:00 Introduction and episode overview
    01:12 Nate Amidon's background as a C-17 pilot
    02:13 Transition from military to technology consulting
    03:01 Skills transfer from military to tech projects
    04:07 Differences and similarities between military and private sector processes
    06:23 The role of SOPs and regulation in organizations
    08:14 AI governance and risk management
    10:23 Balancing governance and innovation in AI deployment
    13:17 Trust in AI and project reporting
    17:06 Watermarking and authenticity of AI-generated content
    19:30 The role of AI in decision-making and the OODA loop
    22:20 AI's ability to discern and make decisions
    28:39 Long horizon tasks and AI autonomy
    33:17 Veteran support programs and MSSA
    34:02 AI as a decision-making and creativity tool
    37:55 Risks of over-reliance on AI in project management
    42:18 Nate Amidon's work with veterans and future predictions

    Links & Stuff

    🔗 Connect with Nate Amidon on LinkedIn:
    Nate Amidon on LinkedIn

    🔗 Learn More About Movar:
    Visit Movar Reply


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    Project Flux is independently owned, funded, and operated by its founder. Any external references or features are for community benefit only and do not imply endorsement, control, or ownership.

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    45 m
  • How AI Will Transform Law and Justice - Former UK Justice Secretary on AI, Courts and the Future of Law
    Aug 28 2026

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    Summary

    In this episode, Sir Robert Buckland discusses the impact of AI on the justice system, the challenges of integrating technology into legal processes, and the future of AI regulation. His insights shed light on how AI can transform justice while highlighting the importance of human judgment and ethical considerations.


    Key Topics

    • Impact of AI on the justice system
    • Challenges of integrating AI into courts
    • AI bias and ethical considerations
    • Future regulation of AI and legal implications
    • Training legal professionals for AI adoption

    Chapters

    00:00 Introduction to Sir Robert Buckland and his career
    03:29 The risks of misinformation and deep fakery in courts
    07:09 The importance of verification and professional standards
    11:24 The role of human judgment versus AI in courts
    17:36 The evolution of legal work and technology over decades
    20:39 AI's impact on court backlog and efficiency
    24:00 Bias in large language models and societal implications
    26:37 Law and social change: AI's role in reflecting societal values
    27:18 The importance of human final judgment in legal decisions
    30:50 Richard Susskind's perspective on professional change
    31:15 The future of the legal profession in the AI era
    33:17 Developing AI systems in partnership with legal professionals
    34:30 Lessons from past technological failures in justice systems
    35:09 Risks of AI system failures and the need for oversight
    36:10 The shift towards output-based legal service pricing
    37:24 The potential of agentive AI in court processes
    38:23 Insights into government decision-making and AI awareness
    40:21 The role of government and regulation in AI development
    42:23 Global AI regulation: EU, US, and UK perspectives
    44:29 Reflections on technological innovation and future prospects

    Links & Stuff

    • Sir Robert Buckland KC: Protecting the Rule of Law Doesn’t Mean the Rule of Lawyers
      Read the article
    • AI, Machine Learning and the Justice System – Harvard Kennedy School Research Paper
      Read the full research paper (PDF)
    • About Sir Robert Buckland KC
      Learn more about Sir Robert Buckland

    LinkedIn: Connect with Sir Robert Buckland on LinkedIn


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    Project Flux is independently owned, funded, and operated by its founder. Any external references or features are for community benefit only and do not imply endorsement, control, or ownership.

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    47 m
  • The Firms Banning Juniors From AI to Protect Their Judgment | Isabela Parisio
    Aug 21 2026

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    Summary

    In this episode, Isabela Parisio, an AI policy and governance expert, discusses the complexities of AI regulation, the race between law and technology, and the future of AI in legal and other sectors. She shares insights from her experience at King's College and her research on responsible AI.


    Key Topics

    • AI policy and governance complexities
    • The pace of regulation versus technological development
    • Global and regional AI regulations
    • The impact of AI on legal practice and law firms
    • Market power and geopolitical considerations in AI regulation
    • The role of regulators and dialogue in AI governance
    • AI hallucinations and legal liability
    • Future predictions for AI regulation in five years


    Chapters


    00:00 Introduction to AI policy and governance
    02:01 Isabella's background and journey into AI regulation
    03:48 The increasing importance of AI regulation and political debates
    06:07 The scattered landscape of global AI regulations
    06:57 Law versus technology: the race and pace problem
    08:56 The impact of market power and geopolitical interests
    10:54 The role of regulation in innovation and risk management
    13:03 Case study: AI in the legal sector and liability issues
    15:57 The importance of dialogue and regulatory engagement
    17:57 Future predictions for AI regulation and potential crises

    Links and Stuff

    Isabella’s Linked In - https://www.linkedin.com/in/isabela-parisio-?utm_source=share_via&utm_content=profile&utm_medium=member_ios


    Richard Susskind — The Future of the Professions

    The Future of the Professions: How Technology Will Transform the Work of Human Experts (Richard Susskind & Daniel Susskind, updated edn 2022) — https://global.oup.com/academic/product/the-future-of-the-professions-9780198841890

    AI policy and governance research at King's College London

    • King's Institute for Artificial Intelligence — https://www.kcl.ac.uk/ai
    • TELOS — Centre for Technology, Ethics, Law and Society (Dickson Poon School of Law) — https://www.kcl.ac.uk/research/centre-for-technology-ethics-law-and-society-telos — the one to cite for AI regulation and governance specifically
    • Responsible AI UK at King's — https://www.kcl.ac.uk/research/rai-uk
    • UKRI Centre for Doctoral Training in Safe and Trusted AI (KCL / Imperial) — https://safeandtrustedai.org/



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    Project Flux is independently owned, funded, and operated by its founder. Any external references or features are for community benefit only and do not imply endorsement, control, or ownership.

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    46 m
  • The Job AI Came For First
    Aug 14 2026

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    Summary

    In this episode, Emile Kfouri from Autodesk shares insights on AI's evolving role in construction and design, the future of outcome-based modeling, and how humans and AI can collaborate effectively.

    Key Topics

    • AI's role in construction and design
    • Outcome-based modeling and its implications
    • The evolution of developer work with AI
    • Heuristics and their role in AI development
    • Multi-agent systems and scaffolding in AI
    • Responsible AI and ethical considerations
    • Future skills for developers and users
    • The impact of AI on human roles and collaboration


    Chapters


    00:00 Introduction and episode overview
    01:13 Guest introduction: Emil Kofori from Autodesk
    02:09 Emil's background and team overview at Autodesk
    04:03 Challenges in AI adoption and responsible use
    05:22 Changes in developer advocacy and AI's influence
    07:33 Shift towards outcome-based design in construction
    09:41 Scrutinizing AI models and understanding their thought process
    12:25 Multi-agent architectures and scaffolding in AI
    17:45 Heuristics, AI, and open-ended problem solving
    23:06 Indicators for when not to use AI
    28:50 The future skills of developers and humans in AI era
    39:31 Books that influenced Emil's thinking
    41:34 Predictions for AI in AEC in five years
    43:06 Closing remarks and where to find Emil

    Links and Stuff

    Emile Kfouris's Linkedin : https://www.linkedin.com/in/emile-kfouri/

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    Project Flux is independently owned, funded, and operated by its founder. Any external references or features are for community benefit only and do not imply endorsement, control, or ownership.

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    45 m
  • The Biggest AI Opportunity in Construction Right Now / With João Dias & Dr Shirin Dora
    Aug 7 2026

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    Summary

    In this week's episode, we are joined by João Dias, Co-Founder and CEO of Constructer.ai, and Dr Shirin Dora, Senior Lecturer in Neuromorphic Computing at Loughborough University, to discuss what trustworthy AI really requires in construction.

    Key Topics

    • AI's impact on construction project management
    • Data quality and unstructured data in construction
    • Use of live data versus historical data in AI models
    • The importance of domain expertise in AI solutions
    • Challenges of AI adoption in construction industry
    • The concept of faithful but wrong in AI outputs
    • Future prospects of AI and AGI in construction


    Chapters

    00:00 Introduction to the episode and guests
    01:09 Joao Dias discusses his background and motivation for founding Constructor
    02:34 The personal pain points in project delivery that AI aims to solve
    03:11 Shirin Dora shares her transition from academic machine learning to industry impact
    04:11 The collaboration between domain expertise and AI technology
    06:02 Differentiating Constructor from other construction tech platforms
    09:52 Constructor's approach: detect, quantify, and act with live data
    11:01 Why focus on live data instead of historical data
    12:21 Choosing appropriate AI techniques for construction problems
    16:15 Understanding hallucination versus faithful but wrong in AI outputs
    21:32 Liability and trust in AI-generated insights in construction
    24:13 Current AI adoption levels in the construction industry
    34:24 Preparing for the future: building AI capabilities for construction professionals
    41:54 The long-term outlook for AI and the possibility of AGI in construction


    Connect with the Guests:

    • Joao Dias - LinkedIn
    • Shirin Dora - Linkedin
    • Constructer.ai



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    Project Flux is independently owned, funded, and operated by its founder. Any external references or features are for community benefit only and do not imply endorsement, control, or ownership.

    Más Menos
    47 m
  • How AI Is Changing Education, Work & Human Behavior
    Jul 31 2026

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    Summary

    Helen Routledge, CEO of Totem Learning, shares insights on the intersection of AI, serious games, and human behavior. Discover how immersive technology and behavioral science are shaping the future of learning and performance.

    Key Topics

    • The role of serious games in behavior change
    • Impact of AI on game design and creativity
    • The importance of practice in learning and memory
    • Holistic systems thinking in technology adoption
    • Ethics and regulation of AI in training
    • The human element in AI-driven systems
    • Cost and quality considerations in immersive learning
    • The future of work and AI adoption among different age groups


    Chapters

    00:00 Introduction to Helen Routledge and Totem Learning
    01:10 Helen's background in psychology and behavior change
    02:30 What are serious games and their role in learning
    03:46 Current focus on AI and its impact on software and game design
    05:18 The challenge of quality in AI-generated content
    06:55 The importance of creativity and human direction in game development
    07:41 Holistic systems thinking in behavior change and technology
    08:22 Practice versus instant knowledge in learning
    10:30 Building mental models through practice and experience
    12:18 The value of doing and experiential learning
    13:33 The emotional element in learning and AI simulation
    15:33 Empowering learners through problem-solving and choice
    17:00 AI as a supporter versus a control in learning
    18:03 Designing AI characters with emotional and psychological depth
    20:28 Emulating emotion and human traits in AI characters
    22:39 Cost, quality, and the economics of immersive learning
    24:36 Risks and safeguards in AI development and deployment
    26:31 Experimentation and rapid testing with AI tools
    28:14 Regulation, safety, and slowing down AI progress
    30:43 AI adoption and resistance among different age groups
    33:22 The societal impact of AI and future work trends
    36:22 The importance of human connection in a digital world
    38:45 The unique value of human judgment in immersive learning
    42:37 Helen's recommended game: Zelda Breath of the Wild
    43:46 Nested problem solving in games and real-world applications
    44:50 The joy of curiosity and continuous learning
    45:46 Connecting with Helen and final thoughts

    Links and Stuff


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    Project Flux is independently owned, funded, and operated by its founder. Any external references or features are for community benefit only and do not imply endorsement, control, or ownership.

    Más Menos
    45 m
  • “AI Agents Are Running Entire Businesses — Is Project Delivery Next?”
    Jul 24 2026

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    Summary

    In this episode, Ritesh Patel, co-founder of TicketFairy, shares insights on how AI is transforming event management, ticketing, and industry dynamics. Discover how innovative AI-driven tools are streamlining operations, enhancing fan engagement, and shaping the future of live events.

    Key Topics


    • AI in event management and ticketing
    • Automation of event production tasks
    • Word of mouth and network effects in ticket sales
    • AI-driven industry insights and analytics
    • Custom AI harness and skills for event planning
    • Impact of AI on jobs and industry dynamics


    Chapters

    00:00 Introduction to Ritesh Patel and TicketFairy
    01:11 Ritesh's background in tech and event production
    03:03 Identifying market gaps in event tech
    03:55 TicketFairy's dual focus on promoters and fans
    04:46 The importance of industry health and sustainability
    05:57 Digitizing word of mouth and marketing
    08:54 AI's role in streamlining event logistics
    10:57 Building custom AI harnesses for industry-specific needs
    12:58 Early experiments with AI and LLMs in event management
    15:04 The development of AI agents for event production
    18:02 Proactive AI in operational management and safety
    19:56 AI for continuous improvement and feedback loops
    21:48 AI's role in logistics, contracts, and vendor management
    24:56 The importance of ground-level experience in AI development
    29:56 Scaling AI systems for business and industry
    31:53 Future potential of recursive AI improvements
    33:52 Impact of AI on jobs and industry efficiency
    37:09 Societal implications and the AI revolution
    40:05 The enduring value of in-person experiences
    41:08 Personal influences and recent technological inspirations
    42:06 Predictions for the future of live events in 2031
    43:50 Closing thoughts and where to find Ritesh

    Links and Stuff

    Ticket Fairy's Linkedin :

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    Project Flux is independently owned, funded, and operated by its founder. Any external references or features are for community benefit only and do not imply endorsement, control, or ownership.

    Más Menos
    42 m