The Data Exchange with Ben Lorica
Alle afleveringen
375 afleveringen, van nieuw naar oud
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The Intersection of LLMs, Knowledge Graphs, and Query Generation
28 maart 2024 · 58 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Unlocking the Potential of Private Data Collaboration
21 maart 2024 · 36 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Frontiers of AI: From Text-to-Video Models to Knowledge Graphs
14 maart 2024 · 34 min
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, and knowledge graph augmentations of language models. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Adaptive, Specialized, and Accessible: Where AI Systems Are Heading Next
7 maart 2024 · 43 min
Jerry Kaplan is the author of the new book “Generative Artificial Intelligence: What Everyone Needs to Know”. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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2024 Themes and Trends in AI
29 februari 2024 · 27 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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The AI Infrastructure Revolution: From Cloud Computing to Data Center Design
22 februari 2024 · 43 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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AI in Depth: Transforming Transportation, Enterprise, and Policy
15 februari 2024 · 41 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Software Meets Hardware: Enabling AMD for Large Language Models
8 februari 2024 · 39 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Incentives are Superpowers: Mastering Motivation in the AI Era
1 februari 2024 · 31 min
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”. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Synthetic Futures: The Convergence of Biology and AI
25 januari 2024 · 32 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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AI Co-Pilots in Action: Transforming Function Calling in Cybersecurity
18 januari 2024 · 45 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Leveling Up: Tools and Techniques to Make AI Development More Accessible
11 januari 2024 · 45 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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LLMs on CPUs, Period
4 januari 2024 · 33 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Democratizing Wealth Management With AI
28 december 2023 · 47 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Knowledge Graphs: Contextualizing Enterprise Data for More Accurate LLMs
21 december 2023 · 42 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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TimeGPT: Machine Learning for Time Series, Made Accessible
14 december 2023 · 44 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Best Practices for Building LLM-Backed Applications
7 december 2023 · 54 min
Waleed Kadous, Chief Scientist at Anyscale, is one of my go-to experts for best practices on building applications leveraging 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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The Evolution of Crypto, Blockchain, and Web3
30 november 2023 · 49 min
Kieren James-Lubin, CEO of BlockApps and the Co-Chair Technical Steering Community for the Enterprise Ethereum Alliance. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Open Source Data and AI: Past, Present, Future
23 november 2023 · 43 min
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. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Orchestration for LLM and RAG applications
16 november 2023 · 50 min
Malte Pietsch is co-founder & CTO of Deepset, the company behind the popular open source project Haystack, an orchestration framework for LLMs. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Reflections from the First AI Conference in San Francisco
9 november 2023 · 49 min
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). Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Kùzu: A simple, extremely fast, and embeddable graph database
2 november 2023 · 51 min
Semih Salihoglu is an Associate Professor at University of Waterloo, and co-creator of Kuzu an open source embeddable property graph database management system. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Navigating the Nuances of Retrieval Augmented Generation
26 oktober 2023 · 43 min
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). Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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The Rise of Generative AI-Powered Social Media Manipulation
19 oktober 2023 · 40 min
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”. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Versioning and MLOps for Generative AI
12 oktober 2023 · 39 min
Yucheng Low, Cofounder & CEO of XetHub, discusses the challenges of managing large-scale machine learning assets and the need for version control. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Navigating the Generative AI Landscape
5 oktober 2023 · 41 min
Christopher Nguyen is CEO and Co-founder of Aitomatic, a startup that builds virtual advisors tailored with domain-specific expertise, primarily catering to industrial AI applications. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Trends in Data Management: From Source to BI and Generative AI
28 september 2023 · 48 min
Sudhir Hasbe, Chief Product Officer at Neo4j, and a longtime technical and product leader in the data management space. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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AI and the Future of Speech Technologies
21 september 2023 · 37 min
Yishay Carmiel is the CEO of Meaning, a startup at the forefront of building real-time speech applications for enterprises. We discuss the state of AI for speech and audio, including trends in Generative AI, automatic speech recognition, diarization, restoration, voice cloning, speech synthesis and more. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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The Future of Cybersecurity: Generative AI and its Implications
14 september 2023 · 49 min
Casey Ellis is Founder/Chair/CTO of Bugcrowd, a Crowdsourced Cybersecurity Platform. Bugcrowd recently released “Inside the Mind of a Hacker 2023”, an interesting report that provides insights into the motivations, challenges, and specializations of hackers, as well as security implications of AI. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Ivy: The One-Stop Interface for AI Model Deployment and Development
7 september 2023 · 39 min
Daniel Lenton is the CEO of Ivy, a suite of tools designed to accelerate AI Model Development and Model Deployment. Ivy serves as a glue that connects various frameworks and compiler infrastructures, making them compatible. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Navigating the Risk Landscape: A Deep Dive into Generative AI
31 augustus 2023 · 42 min
Andrew Burt is the Managing Partner at Luminos.Law, the first law firm focused on helping teams manage the privacy, fairness, security, and transparency of their AI and data — including generative AI systems. We explore the state of risk and compliance in light of generative AI. This episode further explores the challenges and risks posed by AI, and the implications of the FTC probe into OpenAI, as well as the NIST AI Risk Management Framework. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Software Development with AI and LLMs
24 augustus 2023 · 49 min
Michele Catasta is VP of AI at Replit, an AI-powered software development platform that allows teams to build and deploy applications on any device, without any setup required. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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A Lightweight SDK for Integrating AI Models and Plugins
17 augustus 2023 · 46 min
Alex Chao is a Product Manager at Microsoft focused on Semantic Kernel, an open-source AI and LLM orchestrator. Semantic Kernel (SK) is a lightweight SDK that makes it easy to integrate AI models and plugins into applications. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Using LLMs to Build AI Co-pilots for Knowledge Workers
10 augustus 2023 · 48 min
Steve Hsu wears many hats, but most recently he is co-founder of SuperFocus, a startup building LLM-backed knowledge co-pilots for enterprises. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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ETL for LLMs
3 augustus 2023 · 36 min
Brian Raymond is the founder of Unstructured, a startup building open source data pre-processing and ingestion tools specifically for Large Language Models (LLMs). Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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The Future of Graph Databases
27 juli 2023 · 1 uur 1 min
Emil Eifrem is co-founder and CEO of Neo4j, the leading graph database and graph data science software provider. We discussed a range of topics including: the current state of graph databases, graph data science and graph neural networks, vector databases, the interplay between LLMs, knowledge graphs, and graph databases. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Delivering Safe and Effective LLM and NLP Applications
20 juli 2023 · 38 min
David Talby is the CTO and Founder of John Snow Labs, the company behind two popular open source projects: Spark NLP and LangTest. In this episode we focus on LangTest, an open-source Python library designed to help developers deliver safe and effective Natural Language Processing (NLP) models. [Note: After we recorded this episode, NLTest was renamed to LangTest.] Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Using Data and AI to Democratize Entity Resolution and Master Data Management
13 juli 2023 · 51 min
Jeff Jonas is Founder and CEO of Senzing, a startup focused on democratizing entity resolution – making this deceptively complicated task easy for programmers to use and deploy. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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An Open Source Data Framework for LLMs
6 juli 2023 · 49 min
Jerry Liu is CEO and co-founder of LlamaIndex, an open source project and startup that builds tools that enable teams to augment LLMs with their own private data. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Redefining AI Infrastructure: Deploying and Developing with a Next-Generation Developer Platform
29 juni 2023 · 50 min
Tim Davis is the Co-Founder & Chief Product Officer of Modular, a startup focused on building tools to help simplify AI infrastructure. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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The Rise of Custom Foundation Models
22 juni 2023 · 39 min
Andrew Feldman is CEO and co-founder of Cerebras, a startup that has released the fastest AI accelerator, based on the largest processor. We discussed Cerebras-GPT, a family of language models that have set new benchmarks for accuracy and compute efficiency, with sizes ranging from 111 million to 13 billion parameters. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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The Future of Vector Databases and the Rise of Instant Updates
15 juni 2023 · 48 min
Louis Brandy is VP of Engineering at Rockset, the real-time search and analytics database startup formed by the creators of the popular open source project, RocksDB. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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LLMs Are the Key to Unlocking the Next Generation of Search
8 juni 2023 · 45 min
Amin Ahmad, the co-founder of Vectara, has played a crucial role in developing a powerful API platform specifically tailored for developers. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Building and Deploying Foundation Models for Enterprises
1 juni 2023 · 34 min
Jonas Andrulis is the Founder & CEO Aleph Alpha, a startup that provides enterprise software solutions backed with their own large language models and multimodal models Lees meer
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Building Robust AI Infrastructure for Critical Solutions
25 mei 2023 · 32 min
Alex Remedios, founder of Treebeardtech, leads a London-based consulting firm dedicated to assisting machine learning teams in constructing dependable, secure, and adaptable cloud infrastructures crucial for delivering business-critical artificial intelligence solutions. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Machine Learning for High-Risk Applications
18 mei 2023 · 46 min
Patrick Hall, is co-founder of BNH and a visiting faculty member of decision sciences at the George Washington University School of Business. Agus Sudjianto, EVP, Head of Corporate Model Risk at Wells Fargo. We explore several topics covered in the new book Machine Learning for High-Risk Applications, co-authored by Patrick and with a foreword by Agus. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Boosting Perception With Synthetic Data
11 mei 2023 · 36 min
Omar Maher is Director of Product Marketing at Parallel Domain, a startup that is advancing machine perception capabilities by harnessing the power of synthetic data. We delve into the growing adoption of synthetic data and the factors driving its use. We discuss major developments in synthetic data generation and its overlap with Generative AI. The conversation also covers data privacy, intellectual property, the generation of structured data like LiDAR, the current state of adoption, and key research directions to overcome existing challenges. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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Revolutionizing B2B: Unleashing the Power of AI and Data
4 mei 2023 · 43 min
Simon Chan is the General Partner at Firsthand Alliance, a venture capital fund focused on the future of B2B and enterprise software. We explore the evolution of AI, cloud computing, and business collaboration tools, revealing how a new generation of generative AI technologies is enabling applications to generate content and drive transformative innovation across various industries. Lees meer
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Detailed show notes can be found on The Data Exchange web site.
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AI Metadata
27 april 2023 · 32 min
Gev Sogomonian is co-author of AimStack, an open-source, self-hosted AI metadata tracker that logs all your AI metadata, such as experiments and prompts, and provides a user-friendly UI for comparing and observing them. It also offers an SDK for programmatically querying tracked metadata. Lees meer
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The 2023 AI Index
20 april 2023 · 44 min
Raymond Perrault is a Distinguished Computer Scientist at SRI International, and Co-Director of the Steering Committee for the AI Index, an annual report that tracks, collates, distills, and visualizes data relating to AI, to help inform decision-makers and teams to take meaningful action for responsible and ethical AI. Lees meer
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Detailed show notes can be found on The Data Exchange web site.