DataFramed

Russ d'Sa, CEO and Co-founder of LiveKit, dives into the exciting world of multimodal AI applications. He shares insights on the evolution of voice technology, emphasizing the need for developers to adapt to new protocols for real-time interactions. The discussion also touches on AI's shift from cloud-centric to AI-centric computing and the significance of human-like AI voices in diverse applications. With a focus on the challenges and opportunities of video AI, Russ explores the potential of AI-generated environments and the impact of deepfake technology on authenticity.

Christie Smith, founder of The Humanity Studio and a visionary leadership expert, teams up with Kelly Monahan, Managing Director of Upwork Research Institute, to discuss the evolving landscape of leadership. They explore how generative AI is redefining workplace relationships, stressing the importance of human-centered environments that prioritize employee well-being. Key topics include adapting leadership styles to a collaborative model, the impact of AI on job markets, and how to meet the demands of Generation Z in the workforce.

Christopher DiCarlo, a philosophy professor at the University of Toronto and an ethicist at Convergence Analysis, delves into the urgent ethical considerations surrounding AI. He discusses the existential risks associated with powerful AI and the lack of adequate regulations. DiCarlo emphasizes the need for public awareness and involvement in AI development. He also explores the importance of ethical guidelines and global collaboration to navigate the transformative impacts of AI on society, particularly in healthcare and governance.

Meri Nova, Founder of Break Into Data and an experienced AI engineer, dives into the evolution of natural language processing (NLP) and the transformative impact of generative AI. She examines when to apply traditional NLP techniques versus modern models, highlighting the balance between creativity and cost. The discussion includes the role of vector stores in handling unstructured data and the changing landscape of AI engineering. Meri also shares insights on harnessing AI for creativity and enhancing decision-making, particularly for those with ADHD.

Join Jonathan Cornelissen, CEO of DataCamp, and Martijn Theuwissen, the COO, as they dive into the exciting future of data and AI through 2025. They discuss the competitive landscape, contrasting giants like OpenAI with emerging players like Meta's Llama and XAI’s Grok. The duo explores how AI will transform education, emphasizing teachers' roles, and the growing significance of synthetic data. They also highlight new trends in AI for marketing and the rise of AI engineers, revealing how democratizing data skills can empower everyone.

Join Jo Cornelissen, CEO of DataCamp, and Martijn Theuwissen, COO, as they dive into the transformative year for data and AI. They discuss the rapid adoption of generative AI and its shift from prototype to daily use. The duo highlights the growing importance of AI literacy and the convergence of data science with software engineering. Listeners will learn about emerging programming trends and the challenges of data governance. With predictions for 2025, they emphasize the ongoing relevance and hype surrounding AI advancements.

Eran Yahav, CTO of Tabnine and associate professor at the Technion, dives into the transformative power of AI in software development. He discusses how AI enhances productivity through code generation and automated documentation while emphasizing the need for human oversight to ensure quality. The conversation also covers the delicate balance of integrating generative AI without losing essential programming skills and explores future programming paradigms that combine natural language with structured approaches.

Theresa Parker, a seasoned technology executive with 25 years of experience, and Sudhi Balan, the CTO for AI & Cloud at Rocket Software, delve into the challenges of creating high-quality AI applications. They discuss retrieval augmented generation's role in enhancing text quality and its practical applications in customer support. The duo also highlights the significance of robust data governance, innovative testing strategies, and the transformative potential of AI in streamlining processes like loan approvals and improving customer service.

Tom Tunguz, General Partner at Theory Ventures and co-author of "Winning with Data," shares insights on the fast-evolving landscape of data and AI. He discusses the rise of generative AI and its impact on workforce training and data governance. The importance of data quality and contracts in modern data management comes into focus. Tunguz also delves into decentralized data management through data mesh and hybrid cloud models, while highlighting the skills needed for data professionals in an AI-driven world.

Don Chamberlin, a renowned computer scientist and co-inventor of SQL, takes listeners through a fascinating journey of SQL's origins and evolution. He discusses the pivotal research at IBM that brought SQL to life and its standardization process by 1986. Chamberlin highlights the competitive early days of relational databases, touching on Oracle's role, and explores the rise of NoSQL and SQL++ as modern advancements. He reflects on SQL's enduring impact and stability in tech, wrapping up with insights into its future in the data landscape.