166 episodes
Human Judgment Still Matters in an AI OODA Loop with Nate Amidon, Form100 Consulting
04/09/2026 | 45 mins.Send us Fan Mail
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
đź”— Connect with Nate Amidon on LinkedIn:
Nate Amidon on LinkedIn
đź”— Learn More About Movar:
Visit Movar Reply
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.
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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.How AI Will Transform Law and Justice - Former UK Justice Secretary on AI, Courts and the Future of Law
28/08/2026 | 47 mins.Send us Fan Mail
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 & StuffÂ
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
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.- Send us Fan Mail
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/
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. - Send us Fan Mail
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 StuffÂ
Emile Kfouris's Linkedin : https://www.linkedin.com/in/emile-kfouri/
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. The Biggest AI Opportunity in Construction Right Now / With JoĂŁo Dias & Dr Shirin Dora
07/08/2026 | 47 mins.Send us Fan Mail
Summary
In this week's episode, we are joined by JoĂŁo 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
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
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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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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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