Bridging the AI Agent Prototype-to-Production Chasm

The Data Exchange with Ben Lorica

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Nội dung được cung cấp bởi Ben Lorica. Tất cả nội dung podcast bao gồm các tập, đồ họa và mô tả podcast đều được Ben Lorica hoặc đối tác nền tảng podcast của họ tải lên và cung cấp trực tiếp. Nếu bạn cho rằng ai đó đang sử dụng tác phẩm có bản quyền của bạn mà không có sự cho phép của bạn, bạn có thể làm theo quy trình được nêu ở đây https://vi.player.fm/legal.

Species Unite

1
Andrew Stein: Living with Lions 46:39

cách đây 13 ngày trước46:39

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Đã thích

46:39

“If we march into that village and we start trying to persecute people for using poison, something that's very illegal, nobody's going to talk to us. We're not going to find out where the poison came from. We're not going to be able to shut anything down. We should take the approach that people are using poison because they're desperate, because they see no other alternative.” – Andrew Stein Andrew Stein is a wildlife ecologist who spent the past 25 years studying human carnivore conflict from African wild dogs and lions in Kenya and Botswana to leopards and hyenas in Namibia. His work has long focused on finding ways for people and predators to coexist. He is the founder of CLAWS , an organization based in Botswana that's working at the intersection of cutting-edge wildlife research and community driven conservation. Since its start in 2014 and official launch as an NGO in 2020, CLAWS has been pioneering science-based, tech-forward strategies to reduce conflict between people and carnivores. By collaborating closely with local communities, especially traditional cattle herders, CLAWS supports both species conservation and rural livelihoods—making coexistence not just possible, but sustainable.…

cách đây khoảng một năm trước 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.

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Detailed show notes - with links to many references - can be found on The Data Exchange web site.

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Bridging the AI Agent Prototype-to-Production Chasm

The Data Exchange with Ben Lorica

81 subscribers

published cách đây khoảng một năm trước

Chia sẻ

MP3•Trang chủ episode

Subscribe to the Gradient Flow Newsletter 📩 https://gradientflow.substack.com/

280 tập

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

Tất cả các tập

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2025 Artificial Intelligence Index 51:44

cách đây 6 ngày trước51:44

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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 .…

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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 .…

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

cách đây 20 ngày trước38:49

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 .…

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Building the Operating System for AI Agents 45:42

cách đây 27 ngày trước45:42

45:42

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

cách đây 5 weeks trước38:40

38:40

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 .…

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

cách đây 6 weeks trước45:45

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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

cách đây 7 weeks trước39:26

39:26

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

cách đây 8 weeks trước47:42

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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 .…

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

cách đây 9 weeks trước24:01

24:01

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 .…

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

cách đây 10 weeks trước32:27

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

cách đây 11 weeks trước38:57

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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 .…

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Unlocking Spreadsheet Intelligence with AI 47:54

cách đây 12 weeks trước47:54

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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

cách đây 13 weeks trước45:41

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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

cách đây 14 weeks trước32:26

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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 .…

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AI Unlocked: The Data Bottleneck 25:11

cách đây 15 weeks trước25:11

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Generative AI is transforming industries, but its full potential is hampered by a critical bottleneck: data. This episode explores the challenges of processing unstructured data, the shift from SQL-centric to AI-centric systems, and the emerging tools that are bridging the gap between AI models and real-world data. This episode relies on visuals, to view the visual presentation, go to the Youtube version: https://www.youtube.com/watch?v=GnCA8VcCazY 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 .…

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