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Data Talks Live
Dr. Tom
18 episodes
2 days ago
Data Talks Live: Business, AI, and Leadership Unlocked Hosted by Dr. Tom—U.S. Navy submarine veteran, seasoned data analytics professor, machine learning researcher, consultant, entrepreneur, and former radio DJ. Data isn’t just numbers—it’s the engine driving transformation across every sector. In Data Talks, Dr. Tom breaks down artificial intelligence, data analytics, and disruptive leadership through compelling stories, actionable strategies, and insights shaped by a career spanning multiple industries and roles. Dr. Tom’s professional journey is uniquely diverse: Military Service: Service aboard submarines instilled precision, adaptability, and decisive leadership under pressure. Energy & Utilities: Worked in technical and predictive engineering roles, improving reliability and guiding asset management strategies for critical infrastructure. Transportation & Infrastructure: Delivered data-driven process improvements and analytics-based solutions that optimized large-scale, distributed systems. Healthcare & Life Sciences: Led advanced automation and AI efforts to enhance diagnostics and operations—proof that machine learning can directly improve outcomes and efficiency. Consulting: Partnered with organizations to assess their analytics maturity, advise on AI adoption, and design strategies for long-term digital transformation. Entrepreneurship: Co-founded a technology startup offering innovative online learning tools, demonstrating how agility and data-driven insights can disrupt traditional industries. Higher Education: As a professor and researcher, Dr. Tom designs advanced analytics programs, mentors future data professionals, and distills complex concepts into clear frameworks for business and community leaders. Every week on Data Talks, you’ll get: Business Insights That Matter: Strategies for leveraging AI and analytics to unlock competitive advantage across sectors. Leadership Lessons: How to build resilient, innovative teams and guide organizations through uncertainty in a world where information doubles every 18 months. Accessible Explanations: Demystifying everything from descriptive statistics and machine learning fundamentals to advanced AI trends—without the jargon. Cross-Industry Perspectives: Lessons learned from healthcare, transportation, energy, education, consulting, and entrepreneurial ventures—revealing shared challenges and proven solutions. The Human Side of AI: Honest discussions about ethics, bias, privacy, and the cultural and workforce shifts required to adopt transformative technology responsibly. Dr. Tom’s experience in hands-on technical roles—from predictive engineering to automation design—combined with his strategic consulting background means he understands both the nuts and bolts of implementation and the big-picture leadership decisions that make or break transformation efforts. His teaching expertise ensures even complex topics remain approachable, and his broadcast roots keep each episode dynamic and engaging. Whether you’re: A business leader preparing your organization for AI-driven change, A data professional or analyst looking for actionable insights and inspiration, A student or lifelong learner eager to grasp the realities behind AI buzzwords, or An entrepreneur or innovator seeking strategies and stories to spark your next move, …Data Talks equips you with the tools, knowledge, and confidence to thrive in a data-driven world. Join Dr. Tom each week as he reveals how disruptive leadership, cross-industry insights, and smart data use can turn challenges into opportunities. By blending military discipline, consulting expertise, technical know-how, academic rigor, and entrepreneurial grit, he offers lessons that resonate whether you’re steering a startup, managing a distributed enterprise, or shaping tomorrow’s workforce. Subscribe to Data Talks
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Business
Technology
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All content for Data Talks Live is the property of Dr. Tom and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Data Talks Live: Business, AI, and Leadership Unlocked Hosted by Dr. Tom—U.S. Navy submarine veteran, seasoned data analytics professor, machine learning researcher, consultant, entrepreneur, and former radio DJ. Data isn’t just numbers—it’s the engine driving transformation across every sector. In Data Talks, Dr. Tom breaks down artificial intelligence, data analytics, and disruptive leadership through compelling stories, actionable strategies, and insights shaped by a career spanning multiple industries and roles. Dr. Tom’s professional journey is uniquely diverse: Military Service: Service aboard submarines instilled precision, adaptability, and decisive leadership under pressure. Energy & Utilities: Worked in technical and predictive engineering roles, improving reliability and guiding asset management strategies for critical infrastructure. Transportation & Infrastructure: Delivered data-driven process improvements and analytics-based solutions that optimized large-scale, distributed systems. Healthcare & Life Sciences: Led advanced automation and AI efforts to enhance diagnostics and operations—proof that machine learning can directly improve outcomes and efficiency. Consulting: Partnered with organizations to assess their analytics maturity, advise on AI adoption, and design strategies for long-term digital transformation. Entrepreneurship: Co-founded a technology startup offering innovative online learning tools, demonstrating how agility and data-driven insights can disrupt traditional industries. Higher Education: As a professor and researcher, Dr. Tom designs advanced analytics programs, mentors future data professionals, and distills complex concepts into clear frameworks for business and community leaders. Every week on Data Talks, you’ll get: Business Insights That Matter: Strategies for leveraging AI and analytics to unlock competitive advantage across sectors. Leadership Lessons: How to build resilient, innovative teams and guide organizations through uncertainty in a world where information doubles every 18 months. Accessible Explanations: Demystifying everything from descriptive statistics and machine learning fundamentals to advanced AI trends—without the jargon. Cross-Industry Perspectives: Lessons learned from healthcare, transportation, energy, education, consulting, and entrepreneurial ventures—revealing shared challenges and proven solutions. The Human Side of AI: Honest discussions about ethics, bias, privacy, and the cultural and workforce shifts required to adopt transformative technology responsibly. Dr. Tom’s experience in hands-on technical roles—from predictive engineering to automation design—combined with his strategic consulting background means he understands both the nuts and bolts of implementation and the big-picture leadership decisions that make or break transformation efforts. His teaching expertise ensures even complex topics remain approachable, and his broadcast roots keep each episode dynamic and engaging. Whether you’re: A business leader preparing your organization for AI-driven change, A data professional or analyst looking for actionable insights and inspiration, A student or lifelong learner eager to grasp the realities behind AI buzzwords, or An entrepreneur or innovator seeking strategies and stories to spark your next move, …Data Talks equips you with the tools, knowledge, and confidence to thrive in a data-driven world. Join Dr. Tom each week as he reveals how disruptive leadership, cross-industry insights, and smart data use can turn challenges into opportunities. By blending military discipline, consulting expertise, technical know-how, academic rigor, and entrepreneurial grit, he offers lessons that resonate whether you’re steering a startup, managing a distributed enterprise, or shaping tomorrow’s workforce. Subscribe to Data Talks
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Business
Technology
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Expanding AI Data Causes Model Collapse, Data Blackouts Damage The Global Economy, US Army Database
Data Talks Live
6 minutes 6 seconds
3 weeks ago
Expanding AI Data Causes Model Collapse, Data Blackouts Damage The Global Economy, US Army Database

Keywords

synthetic data, data blackouts, military data integration, AI training, data governance, trust in data, information power, algorithmic warfare, data architecture, data provenance

Summary

In this episode of Data Talks Live, Dr. Tom explores the critical themes of synthetic data, data blackouts, and military data integration. He discusses the implications of synthetic data on AI training, the risks of data blackouts on global systems, and the evolution of military data architecture in the context of algorithmic warfare. The overarching theme emphasizes the importance of trust in data as a cornerstone of power in today's information-driven world.

Takeaways

Synthetic data has exploded from a niche tool to mainstream AI training source.

AI systems learning from AI-generated data can lead to accuracy collapse.

Data provenance labels and watermarking are essential for synthetic data governance.

The future of data is ambiguous, blurring the lines between real and synthetic.

Data blackouts can have catastrophic effects on global markets and governance.

The U.S. data dependency creates a shadow of global data reliance.

Military data integration aims to create a real-time data grid for operations.

Algorithmic warfare relies on trustworthy data architecture.

Trust in data is crucial for the stability of science, markets, and national defense.

The new arms race is in mastering real-time, trustworthy information.

Sound bites

"We risk eroding trust in what's real."

"Data has become a global public good."

"Trust in data is now the cornerstone of power."

Chapters

00:00 The Rise of Synthetic Data

02:49 The Impact of Data Blackouts

04:13 Military Data Integration and Algorithmic Warfare

Data Talks Live
Data Talks Live: Business, AI, and Leadership Unlocked Hosted by Dr. Tom—U.S. Navy submarine veteran, seasoned data analytics professor, machine learning researcher, consultant, entrepreneur, and former radio DJ. Data isn’t just numbers—it’s the engine driving transformation across every sector. In Data Talks, Dr. Tom breaks down artificial intelligence, data analytics, and disruptive leadership through compelling stories, actionable strategies, and insights shaped by a career spanning multiple industries and roles. Dr. Tom’s professional journey is uniquely diverse: Military Service: Service aboard submarines instilled precision, adaptability, and decisive leadership under pressure. Energy & Utilities: Worked in technical and predictive engineering roles, improving reliability and guiding asset management strategies for critical infrastructure. Transportation & Infrastructure: Delivered data-driven process improvements and analytics-based solutions that optimized large-scale, distributed systems. Healthcare & Life Sciences: Led advanced automation and AI efforts to enhance diagnostics and operations—proof that machine learning can directly improve outcomes and efficiency. Consulting: Partnered with organizations to assess their analytics maturity, advise on AI adoption, and design strategies for long-term digital transformation. Entrepreneurship: Co-founded a technology startup offering innovative online learning tools, demonstrating how agility and data-driven insights can disrupt traditional industries. Higher Education: As a professor and researcher, Dr. Tom designs advanced analytics programs, mentors future data professionals, and distills complex concepts into clear frameworks for business and community leaders. Every week on Data Talks, you’ll get: Business Insights That Matter: Strategies for leveraging AI and analytics to unlock competitive advantage across sectors. Leadership Lessons: How to build resilient, innovative teams and guide organizations through uncertainty in a world where information doubles every 18 months. Accessible Explanations: Demystifying everything from descriptive statistics and machine learning fundamentals to advanced AI trends—without the jargon. Cross-Industry Perspectives: Lessons learned from healthcare, transportation, energy, education, consulting, and entrepreneurial ventures—revealing shared challenges and proven solutions. The Human Side of AI: Honest discussions about ethics, bias, privacy, and the cultural and workforce shifts required to adopt transformative technology responsibly. Dr. Tom’s experience in hands-on technical roles—from predictive engineering to automation design—combined with his strategic consulting background means he understands both the nuts and bolts of implementation and the big-picture leadership decisions that make or break transformation efforts. His teaching expertise ensures even complex topics remain approachable, and his broadcast roots keep each episode dynamic and engaging. Whether you’re: A business leader preparing your organization for AI-driven change, A data professional or analyst looking for actionable insights and inspiration, A student or lifelong learner eager to grasp the realities behind AI buzzwords, or An entrepreneur or innovator seeking strategies and stories to spark your next move, …Data Talks equips you with the tools, knowledge, and confidence to thrive in a data-driven world. Join Dr. Tom each week as he reveals how disruptive leadership, cross-industry insights, and smart data use can turn challenges into opportunities. By blending military discipline, consulting expertise, technical know-how, academic rigor, and entrepreneurial grit, he offers lessons that resonate whether you’re steering a startup, managing a distributed enterprise, or shaping tomorrow’s workforce. Subscribe to Data Talks