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Project Flux

Project Flux
Project Flux
Latest episode

159 episodes

  • Project Flux

    Why 95% of AI Projects Fail — and What the 5% Do Differently

    17/07/2026 | 49 mins.
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    Summary

    In this episode, Alex Luketa from Xerini shares insights on AI, data management, and the future of technology, emphasizing the importance of data quality, governance, and the societal impacts of AI.

    Key Topics

    Data silos and quality issues
    Impact of AI on organizational culture
    Risks and governance of AI
    Future hardware and local models
    Societal impacts and inequality

    Chapters

    00:00 Introduction to Alex Luketa and Zorini
    01:15 Alex's background in finance and AI
    02:28 The core problem: Data silos and quality
    03:38 AI's influence on organizational culture
    04:39 Progress in data maturity and AI adoption
    06:45 Starting small with data projects
    08:10 Using AI to assess data quality
    09:11 Lessons from HS2 project and AI failures
    10:07 Business case and success metrics for AI
    11:35 Addressing AI panic and data security concerns
    12:14 Risks of AI and data privacy
    14:58 The future of AI hardware and costs
    16:10 Legislation, governance, and geopolitical risks
    18:36 Local models and AI competition
    20:43 Environmental costs of AI and data centers
    22:24 Global AI market and competition
    24:31 Market dynamics and monopoly concerns
    26:13 The power of local hardware and AI accessibility
    28:38 AI's societal impact and inequality
    32:20 AI in healthcare and societal benefits
    36:28 The future of AI legislation and governance
    40:20 Adapting to AI and future predictions
    44:27 Predictions for AI in 2031
    46:26 Where to find Alex and Zorini

    LINKS AND STUFF 
    Alex Luketa's Linkedin : https://www.linkedin.com/in/alex-luketa?utm_source=share_via&utm_content=profile&utm_medium=member_ios
    Everyday AI: Your daily guide to grown with Generative AI
    Can't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.
    Listen on: Apple Podcasts Spotify
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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.
  • Project Flux

    Oxford Expert Reveals Why Projects Fail & How AI Changes Everything

    10/07/2026 | 47 mins.
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    Summary

    In this episode, Atif Ansar discusses the transformative impact of AI on project management, the psychological biases affecting project delivery, and the future of autonomous construction. He shares insights from his work at Foresight Works and explores how AI can enhance decision-making and efficiency in complex projects.

    Key Topics

    Impact of AI on project management and construction
    Psychological and political biases in project delivery
    Reference class forecasting and AI techniques
    The acceleration of AI capabilities and compute power
    Organizational change and new work structures with AI
    Risks and limitations of AI models in project management
    Future predictions for autonomous construction and AI

    Chapters

    00:00 Introduction to Atif Ansar and his work
    01:54 The impact of AI on project management and infrastructure
    04:14 Reference class forecasting and human biases
    06:00 The acceleration of AI capabilities and compute power
    07:53 Psychological biases and organizational resistance
    10:03 Biases in project delivery and organizational culture
    12:11 The future of AI in project management and construction
    14:12 AI's role in de-biasing and decision support
    16:03 Displacement and augmentation of jobs by AI
    17:54 The economic impact of AI and data-driven companies
    19:50 Small teams, small companies, and AI empowerment
    21:57 Organizational structures and pod methodology
    24:03 Limitations of AI and implicit knowledge
    25:50 AI in project controls and schedule management
    27:53 The ecosystem of AI models and system integration
    30:00 Future predictions for autonomous construction
    31:53 The importance of human expertise and implicit knowledge
    34:01 The future of vertical AI and specialized models
    36:11 Connecting AI systems and APIs
    37:58 Practical applications of AI in project scheduling
    40:02 Leadership and organizational maturity in AI adoption
    41:54 The limits of codifying complex systems
    44:01 The role of implicit knowledge and human experience
    45:54 Bold predictions for AI and project delivery in 2034
    47:53 Closing remarks and how to connect with Atif

    Links and Stuff
    Atif Ansar's Linkedin: https://www.linkedin.com/in/dr-atif-ansar-940bab1?utm_source=share_via&utm_content=profile&utm_medium=member_ios
    https://www.foresight.works/
    Everyday AI: Your daily guide to grown with Generative AI
    Can't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.
    Listen on: Apple Podcasts Spotify
    Support the show
    Subscribe to the Project Flux Newsletter!
    All our podcasts commentate on the weeks hottest news brought to you by the Project Flux Newsletter! 
    Get a step ahead on the world of AI and tech, subscribe and get the weekly newsletter to your inbox every Monday!
    Sign Up to Newsletter

    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.
  • Project Flux

    UN AI Advisor Reveals the Future of Artificial Intelligence

    03/07/2026 | 45 mins.
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    Summary

    In this episode, Dr. Craig Ramlal and Daniel Goitia from the University of West Indies discuss the regional and global implications of AI, the importance of regulation, and the Caribbean's role in shaping AI policy and innovation.

    Key Topics

    Regional AI development in the Caribbean
    Global AI governance and regulation
    Data sovereignty and bias in AI systems
    The role of international organizations in AI policy
    Challenges of AI safety and interoperability
    Chapters

    00:00 Introduction to AI in the Caribbean
    03:31 The Evolution of AI and Its Challenges
    07:03 Public Perception of AI and Its Implications
    11:40 Global AI Governance and Regional Perspectives
    16:27 Balancing Innovation and Regulation in AI
    20:45 Harmonizing AI Policies in the Caribbean
    22:45 Digital Preservation and AI Challenges
    25:44 Building Capacity in the Caribbean
    28:38 Data Sovereignty and AI Opportunities
    31:14 Regulation and Global Standards for AI
    35:49 The Future of AI: Risks and Responsibilities
    42:54 james.mp4
    43:34 Exploring Key Themes in Project Flux
    43:46 Exploring the Core Principles of Project Management

    Links and Stuff
    Dr. Craig Ramlal's LinkedIn: https://www.linkedin.com/in/craig-ramlal-359b87249/
    Daniel Goitia's LinkedIn:  https://www.linkedin.com/in/daniel-goitia-b1347471/ 

    Everyday AI: Your daily guide to grown with Generative AI
    Can't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.
    Listen on: Apple Podcasts Spotify
    Support the show
    Subscribe to the Project Flux Newsletter!
    All our podcasts commentate on the weeks hottest news brought to you by the Project Flux Newsletter! 
    Get a step ahead on the world of AI and tech, subscribe and get the weekly newsletter to your inbox every Monday!
    Sign Up to Newsletter

    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.
  • Project Flux

    AI Is Secretly Making You Worse at Your Job — Here's the Fix

    26/06/2026 | 44 mins.
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    Episode Description

    In this episode, Rob Butler shares his journey from project management to data analytics and AI, exploring how emerging technologies like graph databases, AI coding, and decision intelligence are transforming the project controls industry. We discuss the future of AI, ethical considerations, and practical steps for adopting innovative tools in complex projects.

    Key Topics

    Rob Butler's background in project management and data analytics
    The impact of AI on coding and project decision-making
    Graph databases and their application in projects
    Challenges and opportunities of AI in critical systems
    The concept of decision intelligence in project controls
    The role of skills and tools in future project management
    Ethical and security considerations of advanced AI models
    Practical steps for adopting new technologies in projects

    Chapters

    00:00 Introduction to AI's Impact on Coding
    06:23 Navigating Project Management and Coding
    09:59 Emerging Challenges in Tech and Project Management
    12:44 Understanding Graph Databases
    20:42 AI and Knowledge Graphs: Finding Patterns
    26:48 The Role of Skills in AI Agents
    29:37 Collective Intelligence and Agent Networks
    33:36 Risks and Alignments in AI Models
    36:28 Framing Context in AI Outputs

    Links & stuff
    Rob Butler on LinkedIn: https://www.linkedin.com/in/rob-butler-65841953/
    https://www.linkedin.com/company/kaleidoprojects/posts/?feedView=all
    https://kaleidoprojects.co.uk/
     Rob Butler's website—https://kaleidoprojects.co.uk/

    Everyday AI: Your daily guide to grown with Generative AI
    Can't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.
    Listen on: Apple Podcasts Spotify
    Support the show
    Subscribe to the Project Flux Newsletter!
    All our podcasts commentate on the weeks hottest news brought to you by the Project Flux Newsletter! 
    Get a step ahead on the world of AI and tech, subscribe and get the weekly newsletter to your inbox every Monday!
    Sign Up to Newsletter

    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.
  • Project Flux

    The End of Apps? The Agent-First Future | Lucrezia Noli, Head of AI for HCLS at Google

    19/06/2026 | 52 mins.
    Send us Fan Mail
    Episode Description

    In this episode, Lucrezia Noli from Google shares insights on AI's rapid evolution, agentic AI, world models, and the future of AI integration in industries. Discover how Google is shaping the next wave of AI technology and what it means for businesses and developers.

    Key Topics

    Evolution of AI and large language models
    Agentic AI and its capabilities
    Grounding LLMs with real-time data
    Google's Gemini and world models
    Multi-agent architectures and collaboration
    AI's role in healthcare and life sciences
    Challenges and risks in AI deployment
    Future predictions for AI development

    Chapters

    00:00 Introduction to AI in Healthcare
    03:49 The Evolution of Data Science and AI
    06:36 Understanding AI Agents and Their Capabilities
    09:41 The Role of Human Judgment in AI
    12:14 The Displacement Paradox: Can AI Replace Us?
    15:00 Trust and Collaboration with AI Agents
    17:59 Navigating the Future of AI in Organizations
    20:42 Multi-Agent Architectures: Collaboration and Differentiation
    23:45 The Future of AI Marketplaces
    29:50 Navigating AI Implementation Challenges
    33:15 Understanding AI Models and Their Evolution
    39:47 The Future of World Models vs. Large Language Models
    43:03 The Intersection of Jazz and AI
    46:05 Predictions for the Future of AI Interaction

    Links & stuff
    Lucrezia Noli on LinkedIn: https://www.linkedin.com/in/lucrezianoli/
    Lucrezia’s website - https://lucrezianoli.ldn-projects.com/

    Sign Up for NPlan AI Day ;https://www.nplan.io/events/nplan-summer-ai-day-2026-construction-superintelligence?utm_campaign=37177368-nPlan%20Summer%20AI%20Day%202026&utm_source=projectflux
    Everyday AI: Your daily guide to grown with Generative AI
    Can't keep up with AI? We've got you. Everyday AI helps you keep up and get ahead.
    Listen on: Apple Podcasts Spotify
    Support the show
    Subscribe to the Project Flux Newsletter!
    All our podcasts commentate on the weeks hottest news brought to you by the Project Flux Newsletter! 
    Get a step ahead on the world of AI and tech, subscribe and get the weekly newsletter to your inbox every Monday!
    Sign Up to Newsletter

    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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About Project Flux
Project Flux is a pioneering podcast that explores the transformative impact of Artificial Intelligence across various industries, including construction, music, infrastructure, and life sciences, with a focus on revolutionising the project delivery profession. Each episode brings to light how AI is redefining efficiency, innovation, and strategic decision-making in project management. Through engaging conversations with industry leaders, technologists, and forward-thinkers, the podcast offers a comprehensive look at the challenges and opportunities AI introduces, the nuances of its integration, and its potential to reshape project delivery on a global scale. Project Flux is the go-to resource for professionals seeking to navigate the evolving landscape of AI in project delivery, offering insights, strategies, and inspiration to harness the power of AI for a more innovative and effective future.Project Flux is independently owned, funded, and operated. Any external references or features are for community benefit only and do not imply endorsement, control, or ownership.
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