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Artwork for Generative AI in the Real World

Generative AI in the Real World

O'Reilly
Generative AI
Machine Learning
Multimodal Data
Data Privacy
Business Use Cases
AI Use Cases
AI In Healthcare
Cancer Care
Chatprd
Data Curation
Ray
Skills Verification
AI Adoption
Compliance
Large Language Models
AI Product Management
Low Code AI
AI Ethics
Data-Centric AI
Agent Workflows

In 2023, ChatGPT put AI on everyone’s agenda. Now, the challenge will be turning those agendas into reality. In Generative AI in the Real World, Ben Lorica interviews leaders who are building with AI. Learn from their experience to help put AI to work in your enterprise.

PublishesDailyEpisodes33Founded3 months ago
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Artwork for Generative AI in the Real World

Latest Episodes

In this episode, Ben Lorica and Drew Breunig, a strategist at the Overture Maps Foundation, talk all things context engineering: what’s working, where things are breaking down, and what comes next. Listen in to hear why huge context windows aren’t so... more

In this episode, Ben Lorica and Anthropic interpretability researcher Emmanuel Ameisen get into the work Emmanuel’s team has been doing to better understand how LLMs like Claude work. Listen in to find out what they’ve uncovered by taking a microscop... more

Everyone is talking about agents: single agents and, increasingly, multi-agent systems. What kind of applications will we build with agents, and how will we build with them? How will agents communicate with each other effectively? Why do we need a pr... more

In this episode, Ben Lorica and AI Engineer Faye Zhang talk about discoverability: how to use AI to build search and recommendation engines that actually find what you want. Listen in to learn how AI goes way beyond simple collaborative filtering—pul... more

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Recent Guests

Drew Breunig
Strategist at the Overture Maps Foundation and author of the upcoming Context Engineering Handbook
Overture Maps Foundation
Episode: Context Engineering with Drew Breunig
Emmanuel Ameisen
Researcher at Tropic focusing on interpretability in AI
Tropic
Episode: Emmanuel Ameisen on LLM Interpretability
Phillip Carter
Product manager at Salesforce, focusing on observability.
Salesforce
Episode: Phillip Carter on Where Generative AI Meets Observability
Raiza Martin
Co-founder at Huxe, formerly led the NotebookLM team at Google
Huxe
Episode: Raiza Martin on Building AI Applications for Audio
Douwe Kiela
CEO and co-founder of Contextual AI, adjunct professor in symbolic systems at Stanford University.
Contextual AI
Episode: Douwe Kiela on Why RAG Isn’t Dead
Danielle Belgrave
VP of AI and Machine Learning at GSK
GSK
Episode: Danielle Belgrave on Generative AI in Pharma and Medicine
Steve Wilson
Chief Product Officer at ExaBeam and author of The Developer's Playbook for Large Language Model Security
ExaBeam
Episode: Securing AI with Steve Wilson
Shreya Shankar
PhD student at UC Berkeley in the EECS department
University of California, Berkeley
Episode: Shreya Shankar on AI for Corporate Data Processing
Rajeshwari Ganesan
Distinguished technologist at Infosys
Infosys
Episode: Interactions Between Humans and AI with Rajeshwari Ganesan

Host

Ben Lorica
Host of Generative AI in the Real World, providing insights into the implementation of AI technologies across different industries.

Chart Rankings

How this podcast ranks in the Apple Podcasts, Spotify and YouTube charts.

Apple Podcasts
#141
Japan/Technology
Apple Podcasts
#220
Denmark/Technology

Talking Points

Recent interactions between the hosts and their guests.

Context Engineering with Drew Breunig
Q: What are some of the best practices for improving context in AI projects?
Involve subject matter experts to evaluate data and help define what success looks like, and consider frameworks that can optimize prompts effectively.
Raiza Martin on Building AI Applications for Audio
Q: How are you addressing privacy concerns while using external models?
We focus on privacy-first approaches and do not train on user data, processing as little as possible for personalization while keeping user data secure.
Raiza Martin on Building AI Applications for Audio
Q: What are some of the key lessons or things to avoid from the smart speakers?
The technology wasn't ready for what people wanted, and the lack of a user interface made it difficult for users to know how to engage with smart speakers.
Raiza Martin on Building AI Applications for Audio
Q: What unmet need convinced you that this was the time to trade the comforts of big tech for a startup?
We wanted to experience the speed and fun of working in a startup environment, which was very different from our time at Google.
Danielle Belgrave on Generative AI in Pharma and Medicine
Q: Can you give an update on what is the reality in terms of personalized medicine and therapeutics?
I believe we have seen substantial progress in understanding heterogeneity and personalizing treatments based on individual responses, with a significant rise in available data and computational power.

Audience Metrics

Listeners, social reach, demographics and more for this podcast.

Listeners per Episode
Gender Skew
Location
Interests
Professions
Age Range
Household Income
Social Media Reach

Frequently Asked Questions About Generative AI in the Real World

What is Generative AI in the Real World about and what kind of topics does it cover?

Focused on the practical applications of artificial intelligence, the content centers around insights from industry leaders who are innovating with generative AI technologies. Through interviews, various topics are examined, including language model interpretability, the integration of AI in business operations, AI-driven security measures, and advancements in user experience with AI systems. Each episode emphasizes the valuable experiences of guests who share their knowledge on how AI can optimize processes across different sectors, suggesting a broad audience appeal for professionals looking to implement these technologies in real-world scenarios. Notable is the engaging mix of technical discussions and real-world challenges faced by ente... more

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1. Practical AI
2. The Stack Overflow Podcast
3. Syntax - Tasty Web Development Treats
4. The Indicator from Planet Money
5. This American Life

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Generative AI in the Real World launched 3 months ago and published 33 episodes to date. You can find more information about this podcast including rankings, audience demographics and engagement in our podcast database.

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What guests have appeared on Generative AI in the Real World?

Recent guests on Generative AI in the Real World include:

1. Drew Breunig
2. Emmanuel Ameisen
3. Phillip Carter
4. Raiza Martin
5. Douwe Kiela
6. Danielle Belgrave
7. Steve Wilson
8. Shreya Shankar

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