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DataFramed

Latest episodes

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Sep 19, 2024 • 46min

#245 Can We Make Generative AI Cheaper? With Natalia Vassilieva, Senior VP & Field CTO & Andy Hock, VP, Product & Strategy at Cerebras Systems

Natalia Vassilieva, Senior VP & Field CTO, and Andy Hock, VP of Product & Strategy, at Cerebras Systems, dive into the challenges and innovations in generative AI. They discuss the evolution of AI and the importance of specialized processors for robust performance. Key topics include strategies for optimizing neural networks using sparsity, cutting costs in model training and inference, and the balancing act between cloud and local hardware solutions. Together, they envision a future of AI that's not just powerful but also cost-effective and efficient.
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Sep 16, 2024 • 39min

#244 Using Data to Optimize Costs in Healthcare with Travis Dalton and Jocelyn Jiang President/CEO & VP of Data & Decision Science at MultiPlan

Travis Dalton, President/CEO at MultiPlan, and Jocelyn Jiang, VP of Data & Decision Science, dive into the complex U.S. healthcare landscape. They discuss the crucial role of data and AI in enhancing cost transparency and empowering patient decision-making. The conversation highlights how decision trees can predict healthcare spending effectively and the need for early intervention to improve outcomes. They also address the ethical implications of data privacy and the transformative potential of data science in healthcare delivery.
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Sep 12, 2024 • 54min

#243 No-Code LLMs In Practice with Birago Jones & Karthik Dinakar, CEO & CTO at Pienso

Birago Jones and Karthik Dinakar from Pienso discuss the transformative power of no-code AI platforms. They explore how these tools empower subject matter experts to build AI solutions without coding skills, fostering innovation in enterprises. The conversation delves into the benefits of tailored generative models, the challenges of deploying AI in business settings, and the importance of user feedback in refining AI outputs. They also highlight the ethical implications, including data privacy, while emphasizing the synergy between AI and human creativity.
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Sep 9, 2024 • 50min

#242 Data Storytelling for Kids with Cole Nussbaumer Knaflic, Founder and CEO of Storytelling with Data

Cole Nussbaumer Knaflic, founder and CEO of Storytelling with Data and author of best-selling books on data visualization, discusses the transformative power of data storytelling for children. She explores how introducing kids to data literacy can erase limiting beliefs, fostering confidence in math. Through her delightful tale of Daphne the Data Dragon, children learn problem-solving and analytical thinking. Cole also emphasizes the importance of positive narratives in shaping attitudes, especially for young girls, and harnessing engaging visuals to make data fun.
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Sep 5, 2024 • 44min

#241 Getting Generative AI Into Production with Lin Qiao, CEO and Co-Founder of Fireworks AI

Lin Qiao, the CEO and Co-Founder of Fireworks AI, previously held significant roles at Meta and LinkedIn. She shares insights on transforming generative AI ideas into real-world applications. The discussion highlights the importance of fine-tuning models, selecting the right model sizes, and understanding cost implications. Lin also emphasizes collaboration between technical teams and product managers for successful AI deployment. The podcast concludes with exciting predictions for generative AI's future and its potential across various industries.
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Sep 2, 2024 • 39min

#240 Generative AI in the Enterprise with Steve Holden, Senior Vice President and Head of Single-Family Analytics at Fannie Mae

Steve Holden, Senior Vice President at Fannie Mae, dives into the world of generative AI and its transformative impact on financial services. He addresses the balance between innovation and regulatory challenges, emphasizing responsible implementation. Holden discusses the vital role of transparency and governance in AI integration while highlighting the importance of employee engagement for successful adoption. He also notes the need for skills transformation as workplaces adapt to AI technologies, ensuring a future-ready workforce.
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Aug 29, 2024 • 51min

#239 New Models for Digital Transformation with Alison McCauley Chief Advocacy Officer at Think with AI & Founder of Unblocked Future

Alison McCauley, Chief Advocacy Officer at Think with AI and Founder of Unblocked Future, is an AI strategist with nearly 30 years of experience in digital transformation. She discusses the challenges organizations face in integrating AI, emphasizing the urgency to shift mindsets and adopt new strategies. Key topics include the necessity of building AI fluency among teams, the importance of storytelling in digital transformation, and the critical need for effective communication between data and management for successful AI implementation.
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Aug 26, 2024 • 40min

#238 Data & AI for Improving Patient Outcomes with Terry Myerson, CEO at Truveta

Terry Myerson, CEO of Truveta, discusses the critical role of data and AI in enhancing patient outcomes. He highlights the chaos of healthcare data—fragmented and unstructured—and its impact on research. The conversation dives into the necessity of data privacy and the challenges of navigating regulations like HIPAA. Terry also explores how generative AI can revolutionize healthcare, stressing the importance of high-quality datasets. Ultimately, he advocates for a more integrated, data-driven approach to improve care and innovate treatment options.
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Aug 22, 2024 • 49min

#237 Guardrails for the Future of AI with Viktor Mayer-Schönberger, Professor of Internet Governance and Regulation at the University of Oxford

Viktor Mayer-Schönberger, a Professor of Internet Governance at the University of Oxford, dissects the crucial role of 'guardrails' in AI decision-making. He argues these frameworks are essential for navigating complex scenarios without stifling creativity. Viktor highlights the balance between structure and flexibility, using real-world examples like aviation disasters to illustrate the risks of over-reliance on AI. He emphasizes the need for inclusive collaboration among stakeholders and effective feedback mechanisms to foster innovation and enhance human judgment in the age of AI.
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Aug 19, 2024 • 42min

#236 Optimizing Sales Using AI with Ellie Fields, CPEO at Salesloft

Ellie Fields, CPEO at Salesloft, leads innovation in sales optimization through AI. She discusses how sales teams can transform the chaos of B2B sales into streamlined processes using data and automation. Key insights include the significance of predictive forecasting, the balance between automation and human interaction, and the concept of revenue orchestration for better buyer engagement. Ellie also addresses the challenges of data management within organizations and the future trends reshaping sales strategies.

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