What AI Teams Need to Know for 2025

The Data Exchange with Ben Lorica

#Business News #News #Tech News #Ben Lorica #Data #Machine Learning #Data Science #Data Engineering #Cloud Computing #Tech

26:46

For many travelers, Antarctica is a bucket-list destination, a once-in-a-lifetime opportunity to touch all seven continents. In 2023, a record-breaking 100,000 tourists made the trip. But the journey begs a fundamental question: What do we risk by traveling to a place that is supposed to be uninhabited by humans? And as the climate warms, should we really be going to Antarctica in the first place? SHOW NOTES: Kara Weller: The Impossible Dilemma of a Polar Guide Marilyn Raphael: A twenty-first century structural change in Antarctica’s sea ice system Karl Watson: First Time in Antarctica Jeb Brooks : 7 Days in Antarctica (Journey to the South Pole) Metallica - Freeze 'Em All: Live in Antarctica Learn about your ad choices: dovetail.prx.org/ad-choices…

大约1年之前 32:26

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As AI moves from buzzword status to a core business driver, 2025 will be a turning point for organizations adopting advanced machine learning and generative models. This episode explores pivotal themes—from post-training optimization and agentic AI architectures to emerging regulations and data infrastructure.
This episode relies on visuals, to view the visual presentation, go to the Youtube version: https://www.youtube.com/watch?v=UFeUOZJSwFY
Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/
Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS.
Detailed show notes - with links to many references - can be found on The Data Exchange web site.

281集单集

What AI Teams Need to Know for 2025

The Data Exchange with Ben Lorica

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published 大约1年之前

MP3•单集首页

281集单集

#Business News #News #Tech News #Ben Lorica #Data #Machine Learning #Data Science #Data Engineering #Cloud Computing #Tech

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1
Vibe Coding and the Rise of AI Agents: The Future of Software Development is Here 36:35

6天之前36:35

36:35

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. It discusses how developers are transitioning from line-by-line coding to orchestrating AI, emphasizing the crucial need for trust, verification, and new skill sets like AI engineering and humanities. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

1
2025 Artificial Intelligence Index 51:44

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51:44

Nestor Maslej is a Research Manager at Stanford's HAI , and editor-in-chief of the 2025 AI Index Report . Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

1
How AI is Transforming Talent Development 28:30

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Workera founder, Kian Katanforoosh , discusses how skills verification has evolved into a critical market focused on both assessment and professional development. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

1
Prompts as Functions: The BAML Revolution in AI Engineering 38:49

27天之前38:49

38:49

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. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

1
Building the Operating System for AI Agents 45:42

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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. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

1
Bridging the AI Agent Prototype-to-Production Chasm 38:40

6 weeks之前38:40

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Ilan Kadar is co-founder and CEO of Plurai . This episode introduces IntellAgent , an open-source platform designed to address these challenges through synthetic data generation, knowledge graph construction, and reinforcement learning for agent optimization. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

1
The Evolution of Reinforcement Fine-Tuning in AI 45:45

7 weeks之前45:45

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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. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

1
Beyond GPUs: Cerebras’ Wafer-Scale Engine for Lightning-Fast AI Inference 39:26

8 weeks之前39:26

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Hagay Lupesko is the SVP for AI Inference at Cerebras Systems . Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

1
The Future of AI: Regulation, Foundation Models & User Experience 47:42

9 weeks之前47:42

47:42

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. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

1
The AI Agent Rundown: 10 Things to Know Now 24:01

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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. This episode relies on visuals, to view the visual presentation, go to the Youtube version: https://www.youtube.com/watch?v=FsmBYBqQMIo Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

1
Why ‘Structure’ Is All You Need: A Deep Dive into Next-Gen AI Retrieval 32:27

11 weeks之前32:27

32:27

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. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

1
Why Legal Hurdles Are the Biggest Barrier to AI Adoption 38:57

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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. Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/ Support our work by leaving a small tip 💰 https://buymeacoffee.com/gradientflow Subscribe: Apple · Spotify · Overcast · Pocket Casts · AntennaPod · Podcast Addict · Amazon · RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

1
Unlocking Spreadsheet Intelligence with AI 47:54

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47:54

Hjalmar Gislason is founder and CEO of Grid , a startup focused on bringing spreadsheets into the AI-first era. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

1
Monthly Roundup: Deregulation, Hardware, and Inference Scaling 45:41

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This is our monthly conversation on topics in AI and Technology with Paco Nathan , the founder of Derwen , a boutique consultancy focused on Data and AI. Subscribe to the Gradient Flow Newsletter : https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS . Detailed show notes - with links to many references - can be found on The Data Exchange web site .…

1
What AI Teams Need to Know for 2025 32:26

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