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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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LLMs can be poisoned, Data Driven Decisions in the Beef Industry, Terraforming Mars
Data Talks Live
9 minutes 29 seconds
4 weeks ago
LLMs can be poisoned, Data Driven Decisions in the Beef Industry, Terraforming Mars

Keywords

AI security, data poisoning, beef production technology, Elon Musk, terraforming Mars, decision making, agricultural technology, AI vulnerabilities, malicious documents, automation

Summary

In this episode of Data Talks Live, Dr. Tom discusses critical issues surrounding AI security, particularly focusing on a study by Anthropic that reveals how a small number of malicious documents can poison large language models. He also explores the increasing adoption of technology in the beef production industry, highlighting the challenges and benefits of data-driven decision-making. Finally, Dr. Tom reflects on Elon Musk's claims about terraforming Mars, questioning their feasibility and accuracy.

Takeaways

A small number of malicious documents can poison LLMs.

Attackers may only need a fixed amount of training data.

AI security vulnerabilities can limit technology adoption.

Beef producers are increasingly using technology for decision-making.

66% of beef producers use at least one tech tool.

Access to technology is a challenge for competitiveness.

Digital herd management tools are gaining traction.

Musk's claims about Mars terraforming are oversimplified.

The importance of a magnetic field for atmosphere retention is crucial.

Expert opinions on Musk's claims are welcomed.

Titles

The Hidden Dangers of AI Security

Revolutionizing Beef Production with Technology

Sound bites

"You can poison LLMs with just 250 documents."

"66% use at least one tech tool on farm."

"I want to know why Musk is correct."

Chapters

https://www.drovers.com/news/beef-production/surge-technology-adoption-and-data-driven-decision-making

https://www.anthropic.com/research/small-samples-poison

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