התחל במצב לא מקוון עם האפליקציה Player FM !
פודקאסטים ששווה להאזין
בחסות


1 You Are Your Longest Relationship: Artist DaQuane Cherry on Psoriasis, Art, and Self-Care 32:12
The responsible development, deployment and operation of machine learning systems
Manage episode 481575931 series 2570898
In this episode of the Data Exchange I speak with Alejandro Saucedo, Engineering Director at Seldon, a startup building tools for productionizing machine learning. Alejandro is also Chief Scientist at The Institute for Ethical AI & Machine Learning, a UK-based research center that conducts “research into processes and frameworks that support the responsible development, deployment and operation of machine learning systems”.
Our conversation covered Alejandro’s work at both Seldon and the Institute for Ethical AI & Machine Learning:
- We discussed topic areas that the Institute focuses on including explainability, MLOps, adversarial robustness, and privacy-preserving machine learning
- We covered some of the recent output from the Institute including the machine learning maturity model, their open source explainable AI library, their AI-RFX Procurement Framework, and their list of Principles for Responsible AI
- We also discussed his role at Seldon, and areas that Seldon has been focused on.
Detailed show notes can be found on The Data Exchange web site.
294 פרקים
Manage episode 481575931 series 2570898
In this episode of the Data Exchange I speak with Alejandro Saucedo, Engineering Director at Seldon, a startup building tools for productionizing machine learning. Alejandro is also Chief Scientist at The Institute for Ethical AI & Machine Learning, a UK-based research center that conducts “research into processes and frameworks that support the responsible development, deployment and operation of machine learning systems”.
Our conversation covered Alejandro’s work at both Seldon and the Institute for Ethical AI & Machine Learning:
- We discussed topic areas that the Institute focuses on including explainability, MLOps, adversarial robustness, and privacy-preserving machine learning
- We covered some of the recent output from the Institute including the machine learning maturity model, their open source explainable AI library, their AI-RFX Procurement Framework, and their list of Principles for Responsible AI
- We also discussed his role at Seldon, and areas that Seldon has been focused on.
Detailed show notes can be found on The Data Exchange web site.
294 פרקים
Усі епізоди
×
1 The Quantum Advantage Is Real—But Where's the Infrastructure? 45:53

1 From Human-Readable to Machine-Usable: The New API Stack 38:23

1 Why Voice Security Is Your Next Big Problem 41:37

1 Unlocking Unstructured Data with LLMs 27:46

1 Building Production-Grade RAG at Scale 31:24

1 Unlocking AI Superpowers in Your Terminal 44:59

1 From Vibe Coding to Autonomous Agents 51:16

1 How a Public-Benefit Startup Plans to Make Open Source the Default for Serious AI 48:45

1 The Highly Uncertain Future of OpenAI’s Dominance 54:07

1 Beyond Guardrails: Defending LLMs Against Sophisticated Attacks 44:31

1 Navigating the Generative AI Maze in Business 49:35

1 The Practical Realities of AI Development 37:30

1 Beyond the Demo: Building AI Systems That Actually Work 27:36

1 Vibe Coding and the Rise of AI Agents: The Future of Software Development is Here 36:35

1 2025 Artificial Intelligence Index 51:44

1 How AI is Transforming Talent Development 28:30

1 Prompts as Functions: The BAML Revolution in AI Engineering 38:49

1 Building the Operating System for AI Agents 45:42

1 Bridging the AI Agent Prototype-to-Production Chasm 38:40

1 The Evolution of Reinforcement Fine-Tuning in AI 45:45

1 Beyond GPUs: Cerebras’ Wafer-Scale Engine for Lightning-Fast AI Inference 39:26

1 The Future of AI: Regulation, Foundation Models & User Experience 47:42

1 The AI Agent Rundown: 10 Things to Know Now 24:01

1 Why ‘Structure’ Is All You Need: A Deep Dive into Next-Gen AI Retrieval 32:27

1 Why Legal Hurdles Are the Biggest Barrier to AI Adoption 38:57

1 Unlocking Spreadsheet Intelligence with AI 47:54

1 Monthly Roundup: Deregulation, Hardware, and Inference Scaling 45:41

1 What AI Teams Need to Know for 2025 32:26

1 AI Unlocked: The Data Bottleneck 25:11

1 The Data-Centric Shift in AI: Challenges, Opportunities, and Tools 27:43

1 Monthly Roundup: Semiconductors, Frontier Models, and Practical Innovations 48:51

1 Breaking the Cloud Barrier: How DBOS Transforms Application Development 36:02

1 The Essential Guide to AI Guardrails 47:27

1 Beyond ETL: How Snow Leopard Connects AI, Agents, and Live Data 43:33

1 2024 Generative AI in Healthcare Survey Results 37:35

1 Monthly Roundup: BAML, Tencent’s Hunyuan Model, AI & Kubernetes, and the Future of Voice AI 49:22

1 Building the Future of Finance: Inside AI Valuation Bots 37:45

1 Unleashing the Power of BAML in LLM Applications 45:45

1 Cracking the Code: How Enterprises Are Adopting Generative AI 30:09

1 Monthly Roundup: Ray Compiled Graphs, Llama 3.2 and Multimodal AI, and Structured Data for RAG 52:57

1 Reimagining Code: The AI-Driven Transformation of Programming and Data Analytics 41:05

1 The Security Debate: How Safe is Open-Source Software? 51:06

1 Generative AI in Voice Technology 59:41

1 Building An Experiment Tracker for Foundation Model Training 37:56

1 Monthly Roundup: AI Regulations, GenAI for Analysts, Inference Services, and Military Applications 45:49
ברוכים הבאים אל Player FM!
Player FM סורק את האינטרנט עבור פודקאסטים באיכות גבוהה בשבילכם כדי שתהנו מהם כרגע. זה יישום הפודקאסט הטוב ביותר והוא עובד על אנדרואיד, iPhone ואינטרנט. הירשמו לסנכרון מנויים במכשירים שונים.