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Event Making Data Simple 2025-04-30
Dr. Ruchir Puri – IBM Fellow and Chief Scientist @ IBM Research , Al Martin – WW VP Technical Sales @ IBM

Send us a text 👤 About the Guest Dr. Ruchir Puri is IBM Fellow and Chief Scientist at IBM Research. He’s a master inventor with 70+ patents and decades of leadership in scalable AI, chip innovation, and open-source contributions. From Watson to watsonx, he’s been shaping the AI landscape for decades — and he’s not slowing down. Inside This Episode In Part 2, Ruchir unpacks the macro forces shaping AI — from Jensen Huang’s bold prediction to IBM’s leadership in open-model ecosystems and the emerging blueprint for AGI (Artificial General Intelligence). It’s a mix of sharp insight, grounded realism, and future-forward thinking.

⏱️ Chapters & Timing 00:12 – Jensen Huang's Prediction Ruchir’s take on NVIDIA’s CEO and whether the 2029 AGI forecast holds water.04:15 – The Open-Model Ecosystem Why IBM is betting on openness — and what that means for enterprise AI.07:21 – Why IBM Granite? A breakdown of Granite’s strengths, flexibility, and why it’s built to scale responsibly.09:58 – Model Indemnification The legal side of LLMs. Ruchir explains how IBM handles risk and accountability.11:32 – AI Implementation Challenges Beyond the hype: What really gets in the way of successful AI deployment?14:20 – AI in Politics A frank look at how AI is already reshaping elections, media, and power dynamics.15:35 – AI Chipsets From GPUs to custom silicon, Ruchir highlights what’s next in the AI compute race.18:37 – AGI = IQ, EQ, RQ Artificial General Intelligence, demystified. Why intellect alone isn’t enough — and how reasoning and empathy fit in.24:15 – The Human Brain’s Efficiency What AI can learn from 20 watts of organic genius.💬 Key Ideas You can’t have AGI without reasoning. That’s the ‘RQ’ — and it’s the missing piece.

The future isn’t one model to rule them all. It’s an ecosystem — modular, open, and responsible.

IBM’s commitment to indemnification isn’t just legal — it’s about trust in enterprise AI.

🔥 Why You Should Listen This episode goes beyond buzzwords. If you're serious about what’s coming next in AI — how we’ll build it, govern it, and live with it — Ruchir offers a rare combination of technical clarity and visionary leadership. 🎧 Subscribe for More Don't miss upcoming episodes that help you lead with clarity in the AI era — the Making Data Simple way. Want to be featured as a guest on Making Data Simple? Reach out to us at [email protected] and tell us why you should be next. The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun.

AI/ML IBM LLM
Ruchir Puri – Chief Scientist of IBM Research; IBM Fellow; Vice-President of IBM Corporate Technology @ IBM , Al Martin – WW VP Technical Sales @ IBM

Send us a text 🎙️  Ruchir Puri (Part 1): From Prompt Engineering to Agentic AI Guest: Ruchir Puri, Chief Scientist at IBM Research 📍 Website: ibm.com/watsonx 🎧 Host: Al Martin, Worldwide VP, Technical Sales, IBM 📨 Want to be a guest? Email us at [email protected] 👤 About the Guest Dr. Ruchir Puri is IBM Fellow, Chief Scientist of IBM Research, and one of IBM’s most prolific inventors. With over 70 patents and a lead architect behind IBM’s AI breakthroughs including Watson and watsonx, Ruchir is a globally respected authority on AI, chip design, and scalable compute. He’s led groundbreaking work from Deep Blue to Agentic AI and is shaping how AI will drive the next era of enterprise transformation. 🧠 What’s Inside This Episode This episode is a masterclass in where AI is headed. Ruchir takes us on a journey from the fading relevance of prompt engineering to the rise of agentic AI systems that think, plan, execute, and reflect. You’ll hear his candid views on inference at scale, memory in systems, and why 2025 is the year of agents. ⏱️ Chapters & Timing 01:22 – Hints for the IBM THINK Conference Sneak peek into what’s coming at THINK — and what not to miss.04:09 – What Drives Ruchir From childhood curiosity to global impact. How does a mind like his stay inspired?10:00 – Where Are We Now: Feedback Systems Why the “training is done” mindset is outdated and how feedback loops change the game.12:21 – Prompt Engineering Gone! Hot take alert! Ruchir declares the death of prompt engineering — and what replaces it.13:39 – Inference Scaling How scaling inference (not just training) is the next AI frontier.16:26 – Systems with Memory Why “forgetting” systems are failing us — and how memory transforms intelligence.17:56 – Agentic AI: Think, Plan, Act, Execute, Observe, Reflect A full walkthrough of what makes AI “agentic” and where we’re headed next.21:02 – Future of Work and MCP (Multi-Contextual Personas) AI in the workplace isn’t about job replacement — it’s about augmentation.23:45 – 2025: The Year of Agents Why this year will be the breakout moment for agents in enterprise AI.23:58 – The Open Ecosystem Open-source meets enterprise grade. Ruchir breaks it down.26:38 – Agentic AI Leader Final thoughts on leadership in AI and how to stay ahead.💬 Quotes to Remember “Prompt engineering is dead. It’s like writing assembler. You needed it at first. But not anymore.”“The true intelligence lies in systems that can remember — not just respond.”“We’re heading into an era where your agent will know you better than your coworkers do.”🔥 Why You Should Listen If you want a front-row seat to the future of AI — especially in enterprise environments — this is it. Ruchir combines deep tech insights with strategic vision, all while keeping it practical and human. 📩 Subscribe & Stay Ahead Follow us on your favorite platform and never miss an episode that helps you lead with tech — simply. Want to be featured as a guest on Making Data Simple? Reach out to us at [email protected] and tell us why you should be next. The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun.

AI/ML IBM
Ruchir Puri – Chief Scientist of IBM Research; IBM Fellow; Vice-President of IBM Corporate Technology @ IBM , Al Martin – WW VP Technical Sales @ IBM

Send us a text The master of Artificial Intelligence: Ruchir Puri, Chief Scientist of IBM Research, an IBM Fellow, and Vice-President of IBM Corporate Technology.  AI questions you were afraid to ask, from hallucinations to watsonx. #makingdatasimple #watsonx

Welcome to the enlightening world of AI with Ruchir Puri, the Master of Artificial Intelligence and esteemed guest on our podcast. Join us as we embark on a captivating journey, delving deep into the realms of AI that you've always been curious about but hesitant to ask. From hallucinations to WatsonX, we leave no stone unturned in our quest for knowledge. Ruchir Puri, Chief Scientist of IBM Research and IBM Fellow, as well as Vice-President of IBM Corporate Technology, shares his expertise and insights, unraveling the complexities and potential of AI. Tune in to gain a comprehensive understanding of AI's capabilities and its impact on our lives. Prepare to have your questions answered and be amazed by the wonders of AI.

02:17 Meet Ruchir Puri the "Maker"09:24 A day in the life 14:22 The AI hype 24:21 Why now?27:36 The AI triangle35:57 Why IBM 40:58 Deciding factors43:57 Is bigger better?47:59 Hallucinations 49:53 watsonx52:33 Who are you betting on?54:23 First stepsLinkedIn: linkedin.com/in/ruchir-puri-b117021a Website: https://www.ibm.com/watsonx Want to be featured as a guest on Making Data Simple?  Reach out to us at [email protected] and tell us why you should be next.  The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun.  Want to be featured as a guest on Making Data Simple? Reach out to us at [email protected] and tell us why you should be next. The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun. Want to be featured as a guest on Making Data Simple? Reach out to us at [email protected] and tell us why you should be next. The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun. Want to be featured as a guest on Making Data Simple? Reach out to us at [email protected] and tell us why you should be next. The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun.

AI/ML IBM
Ruchir Puri – Chief Scientist of IBM Research; IBM Fellow; Vice-President of IBM Corporate Technology @ IBM , Al Martin – WW VP Technical Sales @ IBM

Send us a text The master of Artificial Intelligence: Ruchir Puri, Chief Scientist of IBM Research, an IBM Fellow, and Vice-President of IBM Corporate Technology.  AI questions you were afraid to ask, from hallucinations to watsonx. #makingdatasimple #watsonx

Welcome to the enlightening world of AI with Ruchir Puri, the Master of Artificial Intelligence and esteemed guest on our podcast. Join us as we embark on a captivating journey, delving deep into the realms of AI that you've always been curious about but hesitant to ask. From hallucinations to WatsonX, we leave no stone unturned in our quest for knowledge. Ruchir Puri, Chief Scientist of IBM Research and IBM Fellow, as well as Vice-President of IBM Corporate Technology, shares his expertise and insights, unraveling the complexities and potential of AI. Tune in to gain a comprehensive understanding of AI's capabilities and its impact on our lives. Prepare to have your questions answered and be amazed by the wonders of AI.

02:17 Meet Ruchir Puri the "Maker"09:24 A day in the life 14:22 The AI hype 24:21 Why now?27:36 The AI triangle35:57 Why IBM 40:58 Deciding factors43:57 Is bigger better?47:59 Hallucinations 49:53 watsonx52:33 Who are you betting on?54:23 First stepsLinkedIn: linkedin.com/in/ruchir-puri-b117021a Website: https://www.ibm.com/watsonx Want to be featured as a guest on Making Data Simple?  Reach out to us at [email protected] and tell us why you should be next.  The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun.  Want to be featured as a guest on Making Data Simple? Reach out to us at [email protected] and tell us why you should be next. The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun. Want to be featured as a guest on Making Data Simple? Reach out to us at [email protected] and tell us why you should be next. The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun.

AI/ML IBM
Ruchir Puri – Chief Scientist of IBM Research; IBM Fellow; Vice-President of IBM Corporate Technology @ IBM , Al Martin – WW VP Technical Sales @ IBM

Send us a text The master of Artificial Intelligence: Ruchir Puri, Chief Scientist of IBM Research, an IBM Fellow, and Vice-President of IBM Corporate Technology.  AI questions you were afraid to ask, from hallucinations to watsonx. #makingdatasimple #watsonx

Welcome to the enlightening world of AI with Ruchir Puri, the Master of Artificial Intelligence and esteemed guest on our podcast. Join us as we embark on a captivating journey, delving deep into the realms of AI that you've always been curious about but hesitant to ask. From hallucinations to WatsonX, we leave no stone unturned in our quest for knowledge. Ruchir Puri, Chief Scientist of IBM Research and IBM Fellow, as well as Vice-President of IBM Corporate Technology, shares his expertise and insights, unraveling the complexities and potential of AI. Tune in to gain a comprehensive understanding of AI's capabilities and its impact on our lives. Prepare to have your questions answered and be amazed by the wonders of AI.

02:17 Meet Ruchir Puri the "Maker"09:24 A day in the life 14:22 The AI hype 24:21 Why now?27:36 The AI triangle35:57 Why IBM 40:58 Deciding factors43:57 Is bigger better?47:59 Hallucinations 49:53 watsonx52:33 Who are you betting on?54:23 First stepsLinkedIn: linkedin.com/in/ruchir-puri-b117021a Website: https://www.ibm.com/watsonx Want to be featured as a guest on Making Data Simple?  Reach out to us at [email protected] and tell us why you should be next.  The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun.  Want to be featured as a guest on Making Data Simple? Reach out to us at [email protected] and tell us why you should be next. The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun. Want to be featured as a guest on Making Data Simple? Reach out to us at [email protected] and tell us why you should be next. The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun.

AI/ML IBM
IBM Technology Atlas 2023-09-12 · 20:15
Ruchir Puri – Chief Scientist of IBM Research; IBM Fellow; Vice-President of IBM Corporate Technology @ IBM Research

Ruchir Puri will introduce you to the IBM Technology Atlas.

IBM
Swaroop Kolluri – Founder and Director @ Neotribe Ventures , Jason Gartner – GM, Technical Sales & Client Engineering @ IBM

Fireside chat exploring where the hi-tech investment community is betting in AI and technology bets, featuring Swaroop Kolluri in conversation with TechXchange host Jason Gartner.

AI/ML

Are you ready to dive into the world of cutting-edge technology, such as generative AI? Join us at the upcoming IBM TechXchange Conference 2023 Keynote Sessions, a captivating series of no-cost live streams that will unravel the latest advancements in AI, automation, security, and cloud solutions.

Keynote Innovation: Are You Ready for the New Age of AI and Beyond?

Understanding where technology is going can give every enterprise technologist a leg up on the competition. Making the right bets means the difference between leading an industry and getting left behind. In this session, you will hear from Swaroop Kolluri, Founder and Director of venture capitalist firm Neotribe Ventures, on where the hi-tech investment community is making bets in a fireside chat with TechXchange host Jason Gartner. Followed by IBM Fellow, Ruchir Puri, Chief Scientist from IBM Research, who will introduce you to the IBM Technology Atlas. Drilling down on the AI roadmap in particular will help you guide the business decisions needed to bring a new era of performance and efficiency to your business.

Speakers

  • Jason Gartner, GM, Technical Sales & Client Engineering, IBM
  • Ruchir Puri, IBM Fellow, Chief Scientist in IBM Research

How to Attend

  • All you need to do is just go to the IBM TechXchange Conference website at the scheduled times to view the live keynote sessions!
  • The sessions will be live-streamed on the IBM TechXchange Conference website at https://ibm.biz/BdMaFp. You can also watch the recordings after the event.
IBM TechXchange Conference 2023 Live Stream - Keynote Innovation

Are you ready to dive into the world of cutting-edge technology, such as generative AI? Join us at the upcoming IBM TechXchange Conference 2023 Keynote Sessions, a captivating series of no-cost live streams that will unravel the latest advancements in AI, automation, security, and cloud solutions.

Keynote Innovation: Are You Ready for the New Age of AI and Beyond?

Understanding where technology is going can give every enterprise technologist a leg up on the competition. Making the right bets means the difference between leading an industry and getting left behind. In this session, you will hear from Swaroop Kolluri, Founder and Director of venture capitalist firm Neotribe Ventures, on where the hi-tech investment community is making bets in a fireside chat with TechXchange host Jason Gartner. Followed by IBM Fellow, Ruchir Puri, Chief Scientist from IBM Research, who will introduce you to the IBM Technology Atlas. Drilling down on the AI roadmap in particular will help you guide the business decisions needed to bring a new era of performance and efficiency to your business.

Speakers

  • Jason Gartner, GM, Technical Sales & Client Engineering, IBM
  • Ruchir Puri, IBM Fellow, Chief Scientist in IBM Research

How to Attend

  • All you need to do is just go to the IBM TechXchange Conference website at the scheduled times to view the live keynote sessions!
  • The sessions will be live-streamed on the IBM TechXchange Conference website at https://ibm.biz/BdMaFp. You can also watch the recordings after the event.
IBM TechXchange Conference 2023 Live Stream - Keynote Innovation
Ruchir Puri – Chief Scientist of IBM Research; IBM Fellow; Vice-President of IBM Corporate Technology @ IBM , Al Martin – WW VP Technical Sales @ IBM

Send us a text The master of Artificial Intelligence: Ruchir Puri, Chief Scientist of IBM Research, an IBM Fellow, and Vice-President of IBM Corporate Technology.  AI questions you were afraid to ask, from hallucinations to watsonx. #makingdatasimple #watsonx

Welcome to the enlightening world of AI with Ruchir Puri, the Master of Artificial Intelligence and esteemed guest on our podcast. Join us as we embark on a captivating journey, delving deep into the realms of AI that you've always been curious about but hesitant to ask. From hallucinations to WatsonX, we leave no stone unturned in our quest for knowledge. Ruchir Puri, Chief Scientist of IBM Research and IBM Fellow, as well as Vice-President of IBM Corporate Technology, shares his expertise and insights, unraveling the complexities and potential of AI. Tune in to gain a comprehensive understanding of AI's capabilities and its impact on our lives. Prepare to have your questions answered and be amazed by the wonders of AI.

02:17 Meet Ruchir Puri the "Maker"09:24 A day in the life 14:22 The AI hype 24:21 Why now?27:36 The AI triangle35:57 Why IBM 40:58 Deciding factors43:57 Is bigger better?47:59 Hallucinations 49:53 watsonx52:33 Who are you betting on?54:23 First stepsLinkedIn: linkedin.com/in/ruchir-puri-b117021a Website: https://www.ibm.com/watsonx Want to be featured as a guest on Making Data Simple?  Reach out to us at [email protected] and tell us why you should be next.  The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun.  Want to be featured as a guest on Making Data Simple? Reach out to us at [email protected] and tell us why you should be next. The Making Data Simple Podcast is hosted by Al Martin, WW VP Technical Sales, IBM, where we explore trending technologies, business innovation, and leadership ... while keeping it simple & fun.

AI/ML IBM
Making Data Simple
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