The Data Exchange

The Data Exchange is a standalone podcast series dedicated to exploring data, machine learning, and artificial intelligence. Each episode delves into various subjects, including advanced software, machine learning standards, computer vision, and more. You can expect new episodes to be released weekly. Data Exchange is produced by Gradient Flow.

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#2412982

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Articles

How AI is Transforming Talent Development

2 weeks ago | thedataexchange.media | Ben Lorica

Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. Workera founder, Kian Katanforoosh, discusses how skills verification has evolved into a critical market focused on both assessment and professional development. The conversation explores how AI has transformed skills assessment, enabling more responsive tools that adapt to rapidly changing skill requirements across industries.
Prompts as Functions: The BAML Revolution in AI Engineering

3 weeks ago | thedataexchange.media | Ben Lorica

Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. David Hughes, Principal Data & AI Solution Architect at Enterprise Knowledge. Our discussion centers on BAML, a domain-specific language that transforms prompts into structured functions with defined inputs and outputs, enabling developers to create more deterministic and maintainable AI applications.
Building the Operating System for AI Agents

4 weeks ago | thedataexchange.media | Ben Lorica

Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. Chi Wang is co-creator of AG2, and a Senior Staff Research Scientist, Google DeepMind. This episode explores AG2, an open-source “agent OS” that provides infrastructure for developers to build sophisticated multi-agent AI systems.
Bridging the AI Agent Prototype-to-Production Chasm

1 month ago | thedataexchange.media | Ben Lorica

Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. Ilan Kadar is co-founder and CEO of Plurai. Deploying AI agents from prototype to production presents significant hurdles, particularly in achieving reliable performance and building user trust.
The Evolution of Reinforcement Fine-Tuning in AI

1 month ago | thedataexchange.media | Ben Lorica

Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. Travis Addair is Co-Founder & CTO at Predibase. In this episode, the discussion centers on transforming pre-trained foundation models into domain-specific assets through advanced customization techniques.
Beyond GPUs: Cerebras’ Wafer-Scale Engine for Lightning-Fast AI Inference

1 month ago | thedataexchange.media | Ben Lorica

Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. Hagay Lupesko is the SVP for AI Inference at Cerebras Systems. In this episode, we delve into Cerebras Systems’ groundbreaking wafer-scale architecture that redefines AI hardware by integrating an entire silicon wafer into a single, powerful chip.
The Future of AI: Regulation, Foundation Models & User Experience

1 month ago | thedataexchange.media | Ben Lorica

Ben Lorica and Paco Nathan on Deregulation vs. Regulation & the Future of Foundation Models. This is our semi-regular conversation on topics in AI and Technology with Paco Nathan, the founder of Derwen, a boutique consultancy focused on Data and AI. This episode analyzes the implications of the AI Action Summit in Paris, revealing a potential global shift towards lighter AI regulation and a renewed focus on commercial applications.
The AI Agent Rundown: 10 Things to Know Now

2 months ago | thedataexchange.media | Ben Lorica

Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. This episode explores the rapidly evolving world of AI agents, covering topics from GUI-based interaction and layered architectures to modular design, safety, and real-world deployment challenges.
Why ‘Structure’ Is All You Need: A Deep Dive into Next-Gen AI Retrieval

2 months ago | thedataexchange.media | Ben Lorica

Tom Smoker on GraphRAG, Knowledge Graphs, Property Graphs, and LLM Hallucination. Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. Tom Smoker is the co-founder of WhyHow.ai, a startup that transforms unstructured data into structured knowledge, including knowledge graphs, enabling enterprises to deploy accurate and explainable AI solutions with its open-source graph tooling.
Why Legal Hurdles Are the Biggest Barrier to AI Adoption

2 months ago | thedataexchange.media | Ben Lorica

Andrew Burt on how to Navigate the Disconnect Between AI and Legal Compliance. Andrew Burt is CEO of Luminos AI, a startup that provides AI and legal teams the tools they need to reduce AI liabilities and sign off on AI risks. This episode explores the challenges of deploying AI systems at scale, including the disconnect between technical and legal/compliance teams, the lengthy legal sign-off process, and the unique risks posed by generative AI models.