Τα καλύτερα Loric podcast (2024)

1
Machine Unlearning: Techniques, Challenges, and Future Directions 49:36

6d ago49:36

49:36

Ken Liu, Ph.D. student in Computer Science at Stanford, is the author of Machine Unlearning in 2024. We explore the concept of machine unlearning, a process of removing specific data points from trained AI models. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • Ant…

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Unleashing the Power of AI Agents 38:47

13d ago38:47

38:47

Joao (Joe) Moura is the founder of crewAI, an open-source platform that simplifies the development and deployment of AI agents, allowing users to build autonomous systems for various tasks using multiple large language models. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocke…

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Monthly Roundup: Llama 3, Agents, Evaluation Metrics, Cyc, TikTok, and more 41:58

20d ago41:58

41:58

Paco Nathan is the founder of Derwen, a boutique consultancy focused on Data and AI. This episode is part of our series of monthly roundups and covers: Llama 3 and other recent LLMs, the rise of open foundation models, the evolution of AI agents, and the importance of data engineering. We also explore the limitations of leaderboards in evaluating A…

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LLMs for Data Access: Unlocking Insights with Text-to-SQL 43:22

27d ago43:22

43:22

Gunther Hagleither is co-founder of Waii, a startup that provides an API enabling businesses to seamlessly integrate text-to-SQL functionality into their products. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Pocket Casts • AntennaPod • Podcast Addict • Amazon • RSS. Detailed …

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2024 Artificial Intelligence Index 53:50

1M ago53:50

53:50

In this episode we explore the latest developments in artificial intelligence with a focus on the 2024 Artificial Intelligence Index Report, edited by Nestor Maslej from Stanford’s Institute for Human-Centered Artificial Intelligence. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast…

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DBRX and the Future of Open LLMs 45:45

1M ago45:45

45:45

In this episode, Hagay Lupesko, Senior Director of Engineering at Databricks MosaicAI, delves into the creation and aspirations behind DBRX, an innovative open Large Language Model (LLM) designed to bridge the gap between quality and cost-effectiveness for AI applications. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com…

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Monthly Roundup: New LLMs, GTC 2024, Constraint-Driven Innovation, Model Safety, and GraphRAG 37:01

2M ago37:01

37:01

Paco Nathan is the founder of Derwen, a boutique consultancy focused on Data and AI. This episode is part of our series of monthly roundups and covers: recently released large language models, Constraint-Driven Innovation, highlights from GTC 2024, and Lessons from the First AI Workload Security Exploit. Subscribe to the Gradient Flow Newsletter: h…

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Automating Software Upgrades: How to Combine AI and Expert Developers 36:27

2M ago36:27

36:27

Steve Pike is a co-founder of Infield.ai, a startup building tools to help companies upgrade and maintain open source software dependencies, ensuring they stay up-to-date with the latest releases, features, and security fixes. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Googl…

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Generative AI in the Industrial Sphere 44:04

2M ago44:04

44:04

Chetan Gupta is the Head of AI Research at Hitachi. This episode explores the applications and challenges of generative AI in industrial settings. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS. Detailed show notes can be found…

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The Intersection of LLMs, Knowledge Graphs, and Query Generation 57:45

2M ago57:45

57:45

Semih Salihoglu is an Associate Professor at University of Waterloo, and co-creator of Kuzu an open source embeddable property graph database management system. This episode explores the use of large language models (LLMs) for generating queries across different query languages like SQL and Cypher for graphs. Subscribe to the Gradient Flow Newslett…

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Unlocking the Potential of Private Data Collaboration 36:14

3M ago36:14

36:14

Sadegh Riazi, CEO and co-founder of Pyte, a startup offering secure, encrypted data collaboration solutions, enabling partners to maximize insights without compromising privacy or data integrity. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict…

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Frontiers of AI: From Text-to-Video Models to Knowledge Graphs 33:35

3M ago33:35

33:35

Paco Nathan is the founder of Derwen, a boutique consultancy focused on Data and AI. This episode explores recent developments in AI, including text-to-video models like Sora, frameworks for productionizing AI models, analyses of systems like Google’s Gemini, techniques to improve foundation models, AMD’s software innovations for AI acceleration, a…

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Adaptive, Specialized, and Accessible: Where AI Systems Are Heading Next 43:01

3M ago43:01

43:01

Jerry Kaplan is the author of the new book “Generative Artificial Intelligence: What Everyone Needs to Know”. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS. Detailed show notes can be found on The Data Exchange web site.…

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2024 Themes and Trends in AI 26:36

3M ago26:36

26:36

This episode is our annual deep dive into the themes and trends of AI in 2024, emphasizing the democratization of AI hardware, advancements in generative AI models, and the integration of AI into various enterprise processes. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Google…

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The AI Infrastructure Revolution: From Cloud Computing to Data Center Design 42:44

3M ago42:44

42:44

Bryan Cantrill, CTO and Co-founder of Oxide Cloud Computer, leads a startup delivering integrated hardware and software solutions for enterprises seeking cloud computing systems with hyperscaler agility. Oxide specializes in vertically integrated, scale-ready cloud infrastructure tailored for mainstream business needs. Subscribe to the Gradient Flo…

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AI in Depth: Transforming Transportation, Enterprise, and Policy 41:12

4M ago41:12

41:12

Evangelos Simoudis is a seasoned venture investor and a senior advisor to global corporations, and Managing Director at Synapse Partners, a company that invests in startups developing enterprise applications that exploit Big Data and AI. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overc…

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Episode 210 - Rejoice, Rejoice, Rejoice! 12:39

4M ago12:39

12:39

Gaudete! Hail! Rejoice! This decree and command has been present for all of human history. But how does the Sunday of rejoicing fall in a season before the feast? Shouldn’t we rejoice when the wait is over? What does rejoicing really mean anyway?

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Episode 209 - The Struggle To Live In Our Age 17:42

4M ago17:42

17:42

Christ is King, he reigns in our age. Why are we still so restless? How long must things go on this way? And what compass will guide us through the age before the end?

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Software Meets Hardware: Enabling AMD for Large Language Models 38:37

4M ago38:37

38:37

Sharon Zhou and Greg Diamos are co-founders of Lamini, a startup at the forefront of enabling enterprise adoption of large language models (LLMs). We discussed Lamini’s work with AMD, which focused on closing the gap between AMD hardware capabilities and software integration in LLM applications. Subscribe to the Gradient Flow Newsletter: https://gr…

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Episode 208 - He Who Endures To The End Shall Be Saved 9:32

4M ago9:32

9:32

We have an enemy, and he has weapons. The sharpest and most insidious of which may also be the most widely accepted and ignored in our modern day. Where is the barb that awaits us today? Into what net does he most desire us to fall? Let us be watchful as we enter this advent season.

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Episode 207 - Prepare For The Beginning By Recalling The End 12:27

4M ago12:27

12:27

The XXV and final Sunday of Pentecost leads us into Advent, and the preparation for Christmas. Why as we prepare to meet Our Lord are we met with apocalypse, and a warning about his dread second coming? His appearance in the manger begins the end of all ages, it is the call to stock our oil and trim our wicks. Prepare the way O Zion, your Lord is d…

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Episode 206 - There Is A Word That Has Been Sown In Your Heart 11:53

4M ago11:53

11:53

Brethren, be sober and vigilant. Your enemy prowls like a lion hoping to devour you. Cast not your pearls before swine. We are given admonishment and warning time and again in the Gospels. But what ought we watch for? And what must we do with this pearl of great price? A great task lies ahead of us, let us rise to meet it in the Name of the Lord.…

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Episode 205 - Imitate Me 11:54

4M ago11:54

11:54

Why bother with the Saints? Is Christ not enough? Why ask for help from anyone else? And why does St. Paul tell us to imitate himself instead?

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Incentives are Superpowers: Mastering Motivation in the AI Era 31:09

4M ago31:09

31:09

Uri Gneezy is Professor of Economics and Strategy at UC San Diego, and author of our 2023 Book of the Year, “Mixed Signals: How Incentives Really Work”. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS. Detailed show notes can be…

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Episode 204 - Whose Image And Inscription? 14:26

4M ago14:26

14:26

We are not our own. We are not self-generating, self-preserving, self-directed, self-answering, not indepedent beings free from debt and obligation. Yes, we have to get along in this world. So, you know, keep your scruples, but be practical about it. Don't give in to scrupulosity, don't become an ideologue. Have some convictions. But what's really …

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Episode 203 - Everything We Need, The King Has Provided 10:27

4M ago10:27

10:27

The proclamation "Jesus Is Lord" not only declares Jesus of Nazareth, Mary's boy, to be eternal God, it also declares him as the fulfillment of all divinely inspired images of King and Ruler in the history of mankind going back to Adam himself.

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Synthetic Futures: The Convergence of Biology and AI 32:22

4M ago32:22

32:22

Dmitriy Ryaboy is the VP of AI Enablement at Ginkgo Bioworks, a startup that uses machine learning and AI to develop a wide range of applications. The conversation focuses on the intersection of AI, machine learning, and biology, particularly in the field of synthetic biology. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack…

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Episode 202 - What Will You Do On The Plateau? 14:02

4M ago14:02

14:02

Imagine a graph which tracks your spiritual life. There is a beginning down here, and an end, a goal up here. We imagine that the line should go straight up to the goal. That is what we want it to do, what we think it should do. But that is not what happens, ever. That is not how it works.

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Episode 201 - Wear Your Wedding Garments 11:37

4M ago11:37

11:37

In [the parable of the wedding feast] there are four types of guests. Those who didn't care, and ignored the invitation. Those who cared but manifested in hatred and murder. Those from the streets, the good and the bad, who came and received, gratuitously, the robe of righteousness. And then finally, he who came, but did not put on his garment. Whe…

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Episode 200 - The Problem Of Choice 19:38

5M ago19:38

19:38

It's very helpful to have one calling. It makes things simple. Life seems so complex sometimes. There's so many choices, so many things tugging at us in so many directions. It's easy to get confused. We end up turning ourselves in circles, trying to decide which way to go, what to focus on. It actually creates an existential crisis, a paralysis, an…

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Episode 199 - Everything Will Be Ok, So Weep Not 4:52

5M ago4:52

4:52

When Jesus says "Weep not", He means trust me, do not give in to despair, do not lose hope, for I am the Resurrection and the life, and I promise to make all things new, even if for a while there will be suffering.

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AI Co-Pilots in Action: Transforming Function Calling in Cybersecurity 45:00

5M ago45:00

45:00

Jian Zhang is co-founder, CTO, VP Engineering at Nexusflow AI a startup that uses Generative AI to build tools for Cybersecurity. This conversation revolves around the integration of various AI components, with a specific focus on cybersecurity and function calling copilots. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.c…

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Leveling Up: Tools and Techniques to Make AI Development More Accessible 45:16

5M ago45:16

45:16

Sarmad Qadri, founder and CEO of LastMile, a startup building an AI developer platform for engineering teams. This conversation delves into key artificial intelligence and machine learning themes, focusing on injecting software engineering rigor into the development of LLM and GenAI applications. Subscribe to the Gradient Flow Newsletter: https://g…

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Episode 198 - The Search For Security And Happiness 11:07

5M ago11:07

11:07

What we're after is security and happiness. That's what we all want, what we all desire. But in our current condition, we feel this deep insecurity, and everything we do is trying to alleviate this. God made us hungry, that we might hunger for Him. We are vulnerable beings, and God made us vulnerable that we might rely on him.…

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Episode 197 - Do This and You Will Live 18:17

5M ago18:17

18:17

Often when one reads a passage in the Bible, the first question we ask is "what is the moral lesson here, how does this passage instruct me to live?" There is nothing wrong with asking those questions, but they are not the first, nor most important questions we should ask when seeking to understand a scriptural passage. The first and most important…

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LLMs on CPUs, Period 33:13

5M ago33:13

33:13

Nir Shavit, Professor at MIT’s Computer Science and Artificial Intelligence Laboratory, is also a Founder of Neural Magic, a startup working to accelerate open-source large language models and simplify AI deployments. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Google • Anten…

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Episode 196 - God Declares His Power Through His Mercy 11:58

5M ago11:58

11:58

Christ came for the sick, not for the healthy. For sinners, not for the righteous. The only way we are going to experience the power of God in our lives is by seeking his mercy. And the only way we can actually, truly, deeply seek his mercy is to truly recognize our need for it.

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Episode 195 - Glory Comes After The Fight 22:30

5M ago22:30

22:30

This is what St. Peter is saying in his second epistle, which was our first reading today, where he speaks of his personal experience when he witnessed Christ's Transfiguration on Mount Tabor. As he writes St. Peter is preparing for his imminent death by crucifixion, when he will put off his tent (you remember he wanted to set up tents on the Mount…

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Democratizing Wealth Management With AI 47:27

5M ago47:27

47:27

Chirag Yagnik is a co-founder of Arta , a company that harnesses innovations in artificial intelligence and software to develop wealth management solutions. Arta aims to democratize access to sophisticated investment tools typically only available to ultra-high net worth individuals through family offices. Subscribe to the Gradient Flow Newsletter:…

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Knowledge Graphs: Contextualizing Enterprise Data for More Accurate LLMs 41:36

6M ago41:36

41:36

Juan Sequeda (Principal Scientist & Head of AI Lab) and Dean Allemang (Principal Solutions Architect) are knowledge graph experts at data.world, a startup that offers a data catalog powered by a knowledge graph to help organizations better understand and gain value from their data. Subscribe to the Gradient Flow Newsletter: https://gradientflow.sub…

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TimeGPT: Machine Learning for Time Series, Made Accessible 44:07

6M ago44:07

44:07

Max Mergenthaler (CEO) and Azul Garza Ramirez (CTO) are co-founders of Nixtla, a startup that seeks to make cutting-edge predictive insights widely accessible. In this episode we discuss TimeGPT, Nixtla’s new frontier model for time series forecasting. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • …

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Best Practices for Building LLM-Backed Applications 53:50

6M ago53:50

53:50

Waleed Kadous, Chief Scientist at Anyscale, is one of my go-to experts for best practices on building applications leveraging large language models. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS. Detailed show notes can be fou…

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The Evolution of Crypto, Blockchain, and Web3 49:15

6M ago49:15

49:15

Kieren James-Lubin, CEO of BlockApps and the Co-Chair Technical Steering Community for the Enterprise Ethereum Alliance. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS. Detailed show notes can be found on The Data Exchange web …

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Open Source Data and AI: Past, Present, Future 43:07

7M ago43:07

43:07

Earlier this year, I had a conversation with Sam Ramji, Chief Strategy Officer at DataStax and host of the Open||Source||Data podcast, where we talked about the evolution of big data and AI technologies. I’m airing our original conversation in its entirety on this holiday weekend in the U.S. Subscribe to the Gradient Flow Newsletter: https://gradie…

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Orchestration for LLM and RAG applications 49:58

7M ago49:58

49:58

Malte Pietsch is co-founder & CTO of Deepset, the company behind the popular open source project Haystack, an orchestration framework for LLMs. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS. Detailed show notes can be found on…

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Reflections from the First AI Conference in San Francisco 49:28

7M ago49:28

49:28

In this episode, Paco Nathan and I dive into insights from the inaugural AI Conference in San Francisco (video of talks can be found here). Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS. Detailed show notes can be found on The…

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Kùzu: A simple, extremely fast, and embeddable graph database 51:09

7M ago51:09

51:09

Semih Salihoglu is an Associate Professor at University of Waterloo, and co-creator of Kuzu an open source embeddable property graph database management system. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS. Detailed show note…

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Navigating the Nuances of Retrieval Augmented Generation 42:40

7M ago42:40

42:40

Philipp Moritz (Co-founder and CTO) and Goku Mohandas (ML and Product Lead) of Anyscale do a deep dive into retrieval augmented generation (RAG) and large language models (LLMs). Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS. …

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The Rise of Generative AI-Powered Social Media Manipulation 40:03

8M ago40:03

40:03

Bill Marcellino is a senior behavioral scientist at the RAND Corporation, and Nathan Beauchamp-Mustafaga, policy researcher at the RAND Corporation. They are the principal researchers behind the new report “The Rise of Generative AI and the Coming Era of Social Media Manipulation 3.0”. Subscribe to the Gradient Flow Newsletter: https://gradientflow…

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Versioning and MLOps for Generative AI 38:35

8M ago38:35

38:35

Yucheng Low, Cofounder & CEO of XetHub, discusses the challenges of managing large-scale machine learning assets and the need for version control. Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/ Subscribe: Apple • Spotify • Overcast • Google • AntennaPod • Podcast Addict • Amazon • RSS. Detailed show notes can be found…

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