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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
Compliance
Large Language Models
AI Adoption
AI Product Management
AI Ethics
Low Code AI
Data-Centric AI
Agent Workflows
Data Strategy

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.

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Artwork for Generative AI in the Real World

Latest Episodes

MLOps is dead. Well, not really, but for many the job is evolving into LLMOps. In this episode, Abide AI founder and LLMOps author Abi Aryan joins Ben to discuss what LLMOps is and why it’s needed, particularly for agentic AI systems. Listen in to he... more

In this episode, Laurence Moroney, director of AI at Arm, joins Ben Lorica to chat about the state of deep learning frameworks—and why you may be better off thinking a step higher, on the solution level. Listen in for Laurence’s thoughts about posttr... more

In this episode, Ben Lorica and Chris Butler, director of product operations for GitHub's Synapse team, chat about the experimentation Chris is doing to incorporate generative AI into the product development process—particularly with the goal of redu... more

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

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Recent Guests

Abi Aryan
Author of the O'Reilly book on LLMOps and founder of Abide AI
Abide AI
Episode: The LLMOps Shift with Abi Aryan
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

Host

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

Chart Rankings

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Apple Podcasts
#162
Argentina/Technology

Talking Points

Recent interactions between the hosts and their guests.

Chris Butler on GenAI in Product Management
Q: What are some resources that early career product managers should consider to level up on AI?
They should use prompt libraries for product managers, join feedback groups, and engage in decision forcing cases to learn from experiences of others.
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.

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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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These podcasts share a similar audience with Generative AI in the Real World:

1. Practical AI
2. The AI Daily Brief: Artificial Intelligence News and Analysis
3. Hard Fork
4. All-In with Chamath, Jason, Sacks & Friedberg

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Generative AI in the Real World launched 4 months ago and published 36 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. Abi Aryan
2. Drew Breunig
3. Emmanuel Ameisen
4. Phillip Carter
5. Raiza Martin
6. Douwe Kiela
7. Danielle Belgrave
8. Steve Wilson

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