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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English

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#7694079

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#2412982

Computers Electronics and Technology/Computers Electronics and Technology

#30252

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Articles

The Highly Uncertain Future of OpenAI’s Dominance

1 week ago | thedataexchange.media | Ben Lorica

Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. Dan Schwarz (CEO & Co-Founder, Futuresearch) explains why his firm finds OpenAI’s $125 billion revenue projection highly implausible, citing fierce competition, pressure on ChatGPT/API revenue, and fleeting technical advantages.
Beyond Guardrails: Defending LLMs Against Sophisticated Attacks

2 weeks ago | thedataexchange.media | Ben Lorica

Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. Jason Martin is an AI Security Researcher at HiddenLayer. This episode explores “policy puppetry,” a universal attack technique bypassing safety features in all major language models using structured formats like XML or JSON.
Navigating the Generative AI Maze in Business

3 weeks ago | thedataexchange.media | Ben Lorica

Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. Evangelos Simoudis is Managing Director at Synapse Partners, a firm that helps corporations apply AI and invests in startups developing data-driven AI applications. This episode explores the current state of enterprise AI adoption, distinguishing between the steady progress of traditional AI and the experimental phase of generative AI.
The Practical Realities of AI Development

1 month ago | thedataexchange.media | Ben Lorica

Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. Lin Qiao, CEO of Fireworks AI, dives into the practical challenges AI developers face, from UX/DX hurdles to complex systems engineering. Discover key trends like the convergence of open-source and proprietary models, the rise of agentic workflows, and strategies for optimizing quality, speed, and cost.
Beyond the Demo: Building AI Systems That Actually Work

1 month ago | thedataexchange.media | Ben Lorica

Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. Hamel Husain is the founder of Parlance Labs. He discusses how successful AI implementation requires fundamental data science skills often overlooked in current educational resources that focus too heavily on tools and frameworks.
Vibe Coding and the Rise of AI Agents: The Future of Software Development is Here

1 month ago | thedataexchange.media | Ben Lorica

Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. Steve Yegge is an evangelist at Sourcegraph, a startups that is industrializing software development with AI agents. This episode explores the paradigm shift in software development with the rise of “vibe coding” and AI agents, moving beyond traditional code completion.
2025 Artificial Intelligence Index

1 month ago | thedataexchange.media | Ben Lorica

Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. Every year, I rely on the Stanford HAI AI Index Report to cut through the noise and understand the real state of artificial intelligence. The 2025 edition continues this vital work, offering rigorously validated data on AI’s expanding influence across society, the economy, and governance. To delve deeper, I recently sat down with the report’s editor-in-chief, Nestor Maslej, Research Manager at HAI.
How AI is Transforming Talent Development

1 month 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

2 months 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

2 months 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.