The Data Exchange with Ben Lorica
Alle afleveringen
375 afleveringen, van nieuw naar oud
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The Evolution of Reinforcement Fine-Tuning in AI
13 maart 2025 · 46 min
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. Lees meer
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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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Beyond GPUs: Cerebras’ Wafer-Scale Engine for Lightning-Fast AI Inference
6 maart 2025 · 39 min
Hagay Lupesko is the SVP for AI Inference at Cerebras Systems. Lees meer
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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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The Future of AI: Regulation, Foundation Models & User Experience
27 februari 2025 · 48 min
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. Lees meer
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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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The AI Agent Rundown: 10 Things to Know Now
20 februari 2025 · 24 min
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. Lees meer
This episode relies on visuals, to view the visual presentation, go to the Youtube version: https://www.youtube.com/watch?v=FsmBYBqQMIo
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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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Why ‘Structure’ Is All You Need: A Deep Dive into Next-Gen AI Retrieval
13 februari 2025 · 32 min
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. Lees meer
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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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Why Legal Hurdles Are the Biggest Barrier to AI Adoption
6 februari 2025 · 39 min
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. Lees meer
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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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Unlocking Spreadsheet Intelligence with AI
30 januari 2025 · 48 min
Hjalmar Gislason is founder and CEO of Grid, a startup focused on bringing spreadsheets into the AI-first era. Lees meer
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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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Monthly Roundup: Deregulation, Hardware, and Inference Scaling
23 januari 2025 · 46 min
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. Lees meer
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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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What AI Teams Need to Know for 2025
16 januari 2025 · 32 min
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. Lees meer
This episode relies on visuals, to view the visual presentation, go to the Youtube version: https://www.youtube.com/watch?v=UFeUOZJSwFY
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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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AI Unlocked: The Data Bottleneck
9 januari 2025 · 25 min
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. Lees meer
This episode relies on visuals, to view the visual presentation, go to the Youtube version: https://www.youtube.com/watch?v=GnCA8VcCazY
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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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The Data-Centric Shift in AI: Challenges, Opportunities, and Tools
2 januari 2025 · 28 min
Robert Nishihara is co-founder of Anyscale and co-creator of Ray, the open source project that has emerged as the AI Compute Engine. Lees meer
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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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Monthly Roundup: Semiconductors, Frontier Models, and Practical Innovations
26 december 2024 · 49 min
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. Lees meer
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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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Breaking the Cloud Barrier: How DBOS Transforms Application Development
19 december 2024 · 36 min
Qian Li and Peter Kraft, co-founders at DBOS, Inc., a startup that’s building a serverless platform for building highly reliable applications. We dive into DBOS, a system built on Postgres that addresses workflow management and application durability. Lees meer
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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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The Essential Guide to AI Guardrails
12 december 2024 · 47 min
Shreya Rajpal serves as CEO and co-founder of Guardrails AI , where she also co-created the popular open-source project Guardrails, a Python framework designed to help developers build reliable AI applications. Lees meer
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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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Beyond ETL: How Snow Leopard Connects AI, Agents, and Live Data
5 december 2024 · 44 min
Deepti Srivastava is the Founder and CEO of Snow Leopard. We dive into Snow Leopard’s innovative approach to data integration, exploring its live data access model that bypasses traditional ETL pipelines to offer real-time data retrieval directly from source systems. Lees meer
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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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2024 Generative AI in Healthcare Survey Results
28 november 2024 · 38 min
Happy Thanksgiving 🎊 In this episode David Talby (CTO of John Snow Labs) and I present the results of the 2024 Generative AI in Healthcare Survey. This episode is based on a recent webinar. To follow along with the slide presentation, check out the YouTube version of the podcast. Lees meer
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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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Monthly Roundup: BAML, Tencent’s Hunyuan Model, AI & Kubernetes, and the Future of Voice AI
21 november 2024 · 49 min
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. Lees meer
Subscribe to the Gradient Flow Newsletter: https://gradientflow.substack.com/
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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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Building the Future of Finance: Inside AI Valuation Bots
14 november 2024 · 38 min
Vasant Dhar is a Professor at the Stern School of Business and the Center for Data Science at NYU. He’s one of the creators of the Damodaran Bot, an AI-powered system designed to emulate the valuation analysis and investment insights of renowned finance professor Aswath Damodaran. This episode explores the transformative impact of AI in finance, covering applications such as generative AI, AI-powered valuation bots, systematic investing, and narrative analysis. It delves into the development of an AI valuation bot, discussing motivations, technical approaches, and challenges. Lees meer
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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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Unleashing the Power of BAML in LLM Applications
7 november 2024 · 46 min
Vaibhav Gupta is the CEO and co-founder of Boundary. In this episode, we explore BAML, an open source domain-specific language designed to streamline interactions with large language models (LLMs). Lees meer
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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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Cracking the Code: How Enterprises Are Adopting Generative AI
31 oktober 2024 · 30 min
In this conversation with Tim Persons, AI Leader at PwC, we explore the current landscape of generative AI adoption, examining how enterprises are navigating budget trends, moving from experimentation to full-scale deployment, and addressing cultural challenges along the way. Lees meer
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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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Monthly Roundup: Ray Compiled Graphs, Llama 3.2 and Multimodal AI, and Structured Data for RAG
24 oktober 2024 · 53 min
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. Lees meer
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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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Reimagining Code: The AI-Driven Transformation of Programming and Data Analytics
17 oktober 2024 · 41 min
Matt Welsh is a technical leader at Aryn AI, an AI-powered ETL system for RAG frameworks, LLM-based applications, and vector databases. In this episode, we explore how AI is revolutionizing programming and software development. Lees meer
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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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The Security Debate: How Safe is Open-Source Software?
10 oktober 2024 · 51 min
Mars Lan, Co-Founder & CTO at Metaphor1, an AI-powered social platform that enhances data governance by empowering all employees, not just data teams, to easily collaborate, search, and share insights through an intuitive, AI-driven interface. Lees meer
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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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Generative AI in Voice Technology
3 oktober 2024 · 1 uur
Yishay Carmiel is the CEO of Meaning, a startup building real-time generative AI systems focused on voice applications. Lees meer
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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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Building An Experiment Tracker for Foundation Model Training
26 september 2024 · 38 min
Aurimas Griciūnas is the Chief Product Officer of Neptune.AI, a startup building experiment tracking tools for foundation model training. Lees meer
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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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Monthly Roundup: AI Regulations, GenAI for Analysts, Inference Services, and Military Applications
19 september 2024 · 46 min
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. Lees meer
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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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Unlocking the Power of LLMs with Data Prep Kit
12 september 2024 · 38 min
Petros Zerfos and Hima Patel of IBM Research are part of the team behind Data Prep Kit, an open-source toolkit that helps process and prepare raw text and code data at scale for use in large language model applications. Lees meer
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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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Advancing AI: Scaling, Data, Agents, Testing, and Ethical Considerations
5 september 2024 · 25 min
Dr. Andrew Ng is a globally recognized AI leader, founder of DeepLearning.AI and Landing AI, General Partner at AI Fund, Chairman and Co-Founder of Coursera, and Adjunct Professor at Stanford University. Lees meer
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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 Hardware-Software Divide in AI
29 augustus 2024 · 48 min
Jay Dawani is CEO and founder of Lemurian Labs, a pioneering startup building a software stack for developing advanced AI systems, focusing on pushing the boundaries of computational capabilities and model performance. Lees meer
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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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Monthly Roundup: The Economic Realities of Large Language Models
22 augustus 2024 · 44 min
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. Lees meer
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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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From Hype to Reality: The Current State of Enterprise Generative AI Adoption
15 augustus 2024 · 45 min
Evangelos Simoudis is Managing Director at Synapse Partners, a firm that assists corporations in implementing AI solutions, and invests in startups developing applications that exploit data using AI. Lees meer
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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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Automating Unstructured Data Extraction with LLMs
8 augustus 2024 · 35 min
Shuveb Hussain is co-founder of Unstract, a no-code platform that uses large language models to extract structured data from unstructured documents, allowing users to build API endpoints and ETL pipelines to automate document processing workflows. Lees meer
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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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Generative AI in Context: Hybrid Intelligence and Responsible Development
1 augustus 2024 · 36 min
Alfred Spector’s distinguished career includes groundbreaking work in networked computing systems and leadership roles in research at IBM, Google, and Two Sigma Investments. He is currently a visiting scholar at MIT. Lees meer
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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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Monthly Roundup: Navigating the Peaks and Valleys of Generative AI Technology
25 juli 2024 · 46 min
This is our monthly conversation on trending topics in AI and Technology with Paco Nathan, the founder of Derwen, a boutique consultancy focused on Data and AI. Lees meer
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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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From Preparation to Recovery: Mastering AI Incident Response
18 juli 2024 · 35 min
Andrew Burt is co-founder of both Luminos.Law and Luminos.ai, entities building tools to help companies mitigate and manage AI risks. We dive into the critical topic of AI incident response, highlighting its unique challenges compared to traditional software incidents. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Unlocking the Power of Unstructured Data
11 juli 2024 · 50 min
Chang She is CEO and co-founder of LanceDB, an open-source database designed for multimodal AI applications, offering scalable vector search, streaming training data, and interactive exploration of large AI datasets. In this episode we discuss Lance, an open-source columnar data format that tackles the unique challenges posed by modern AI and machine learning workloads. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Postgres: The Swiss Army Knife of Databases
3 juli 2024 · 51 min
Ajay Kulkarni and Mike Freedman are the co-founders of Timescale, a startup that provides an enhanced version of PostgreSQL optimized for time-series analytics, AI applications, and scalable relational workloads. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Supercharging AI with Graphs
27 juni 2024 · 44 min
Philip Rathle, CTO of Neo4j, joins the podcast to discuss the rising popularity of graph-enhanced retrieval augmented generation (GraphRAG). He also discusses the potential impact of the new GQL graph query language standard. [Link to the demo that Philip showed.] Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Monthly Roundup: SB 1047, GraphRAG, and AI Avatars in the Workplace
20 juni 2024 · 37 min
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: the proposed California Senate Bill 1047 for regulating AI models, including its feasibility and potential unintended consequences. We also discuss the rising popularity of graph retrieval augmented generation (GraphRAG) techniques to mitigate hallucinations in large language models, while acknowledging the current limitations and future potential of integrating symbolic and statistical AI approaches. Additionally, we explore the concept of AI avatars in the workplace, highlighting the challenges and ethical considerations surrounding digital twins and agent-based systems. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Fine-tuning and Preference Alignment in a Single Streamlined Process
13 juni 2024 · 36 min
Jiwoo Hong and Noah Lee of KAIST AI are co-authors of ORPO: Monolithic Preference Optimization without Reference Model. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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TinyML, Sensor-Driven AI, and Advances in Large Language Models
6 juni 2024 · 25 min
In this episode, Pete Warden introduces his company, Useful Sensors, which focuses on developing AI solutions for consumer electronics and appliances. [This episode originally aired on Generative AI in the Real World, a podcast series I’m hosting for O’Reilly.] Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Machine Unlearning: Techniques, Challenges, and Future Directions
30 mei 2024 · 50 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Unleashing the Power of AI Agents
23 mei 2024 · 39 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Monthly Roundup: Llama 3, Agents, Evaluation Metrics, Cyc, TikTok, and more
16 mei 2024 · 42 min
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 AI models and touch upon the ethical and societal implications of AI development. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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LLMs for Data Access: Unlocking Insights with Text-to-SQL
9 mei 2024 · 43 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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2024 Artificial Intelligence Index
2 mei 2024 · 54 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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DBRX and the Future of Open LLMs
25 april 2024 · 46 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Monthly Roundup: New LLMs, GTC 2024, Constraint-Driven Innovation, Model Safety, and GraphRAG
18 april 2024 · 37 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Automating Software Upgrades: How to Combine AI and Expert Developers
11 april 2024 · 36 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Generative AI in the Industrial Sphere
4 april 2024 · 44 min
Chetan Gupta is the Head of AI Research at Hitachi. This episode explores the applications and challenges of generative AI in industrial settings. Lees meer
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Detailed show notes can be found on The Data Exchange web site.