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In case you missed it.....
RAG didn't just survive the LLM boom — it became the backbone of how enterprises put AI to work. In this replay, we sit down with Douwe Kiela, the AI researcher who led the team that introduced Retrieval-Augmented Generation in 2020 and went on to co-found Contextual AI. Douwe unpacks whether RAG is here to stay, why most enterprise AI dies in the gap between a great demo and production, how to tame hallucinations, and what actually separates a real "agent" from the buzzword. A clear-eyed conversation on building AI that's grounded, useful, and safe to deploy.
00:46 Introducing Douwe Kiela 
01:37 RAG - Here to Stay or Go? 
06:59 LLMs with Context 
08:20 Making AI Successful 
10:34 Why Contextual AI? 
17:18 LLM versus SLMs 
20:28 Speed over Perfection 
22:07 Hallucinations 
26:02 Making AI Easy to Consume 
28:50 Defining an Agent 
32:53 Reaching Contextual AI 
33:14 The Contrarian View 
34:37 The Risks of AI 
36:53 For Fun
LinkedIn: linkedin.com/in/douwekiela 
Website: contextual.ai
Want to be featured as a guest on Making Data Simple?  Reach out to us at almartintalksdata@gmail.com 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.

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In case you missed it....

Ready to reclaim your time and live with intention? In this episode, Katherine Mayne sits down with Jacob Hicks, Coach and Speaker, to explore the intersection of productivity and intentional living. We dive into the tools, habits, and strategies that can help you master time management, optimize your workflow, and unlock your full potential.
From the Four Disciplines of Execution to Atomic Habits and the role of AI in coaching, Jacob shares practical, real-world insights you can put into action today. Whether you’re a leader, entrepreneur, or simply looking to get more out of your day, this conversation will give you the frameworks and mindset shifts you need.
🕒 Episode Timestamps
01:34 Meet Jacob Hicks
 04:12 Mastering Time Management via WPRI
 14:01 Four Disciplines of Execution
 15:12 Time Management Misconceptions
 21:30 What Stops People from Managing Time
 23:32 Tools and Giving AI a Role
 26:31 Atomic Habits
 28:11 What to Stop
 29:36 Coaching and AI
 31:05 Jacob's Coaching Business

🔗 Connect with Jacob Hicks
LinkedIn: Jacob Hicks
Website: jacobhickscoach.com
Podcast: Purpose Driven Progress

Want to be featured as a guest on Making Data Simple?  Reach out to us at almartintalksdata@gmail.com 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.

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Most people building with AI are working from the same playbook. Dr. Sean Falconer isn't.
As AI Entrepreneur in Residence at Confluent, Sean sits at the intersection of real-time data streaming and production AI — where the decisions get hard and the stakes are real. In this episode, he and Al get into what it actually looks like to run multiple LLMs simultaneously, what happened when Sean tested autonomous agents in real-world conditions, and why some of the loudest claims in AI deserve a second look.
Sean also pulls back the curtain on Confluent's technology, explains why he chose the company, and shares his framework for thinking about where AI is actually headed — not where the headlines say it is.
If you want a grounded, experienced perspective on building at the edge of AI innovation — from someone who is doing it — this one is worth a replay.
Timestamps
04:38  Meet Sean Falconer
11:11  Lifelong Learning
12:31  AI Entrepreneur in Residence
16:28  Multiple LLMs in Action
21:07  The Tech Behind Confluent
25:51  Why Sean Chose Confluent
28:40  Invest or Short?
36:58  Testing Agents IRL
40:51  The Contrarian AI Take
42:27  Looking Ahead: The Future of AI
 
Guest Links
LinkedIn: linkedin.com/in/seanf/
Substack: softwarehuddle.substack.com/
Medium: seanfalconer.medium.com/
Want to be featured as a guest on Making Data Simple?  Reach out to us at almartintalksdata@gmail.com 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.

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Your Brain Generates Data. Are You Using It? 

Your brain is producing data every second. The question is whether anyone is actually reading it — and what happens when AI starts to.
In this episode, Al sits down with Dr. Nicholas Dogris and Dr. Tiff Thompson, the founders behind the NeuroField ecosystem — a triad of companies applying advanced neuroscience data to brain health, diagnosis, and treatment. Together, they've built tools and methodologies that are changing how clinicians understand and measure what's actually happening inside the brain.
The conversation covers how data is reshaping diagnostic accuracy, what AI is making possible in neurotherapy, and why defining a 'healthy brain' is more complex — and more important — than most people realize. Dr. Dogris and Dr. Thompson also walk through Independent Component Analysis and how the NeuroField approach brings together technology, clinical practice, and education under one roof.
If you've ever wondered what's actually happening when brain data gets analyzed — or what the future of neuroscience-driven healthcare looks like — this episode will change the way you think about the most complex data source you own.
Timestamps
01:55  Meet Dr. Tiff Thompson
04:04  Meet Dr. Nicholas Dogris
11:38  Why Neuroscience?
19:26  The Spectrum of Topics
21:24  A Triad of Companies
22:13  The Data Doesn't Lie
30:28  Diagnosis Accuracy
33:01  AI in Neurotherapy
36:28  Independent Component Analysis
38:43  Defining a Healthy Brain
40:27  Finding Tiff and Nicholas
40:59  Brain Answers, Rapid Fire
 
Guest & Resource Links
Dr. Nicholas Dogris — LinkedIn: linkedin.com/in/nicholas-dogris-ph-d-a4787113
Dr. Tiff Thompson — LinkedIn: linkedin.com/in/tiff-thompson-phd-2ab1525
NeuroField: https://neurofield.com/
NeuroField Neurotherapy: https://www.neurofieldneurotherapy.com/
School of Neurotherapy: https://www.schoolofneurotherapy.com
 
Want to be featured as a guest on Making Data Simple?  Reach out to us at almartintalksdata@gmail.com 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.

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The database has always needed a human hand — someone to tune it, protect it, and keep it running. But what if AI could do most of that work autonomously? And if it can, what does that mean for the people who've built careers doing exactly that?
In this episode, Al sits down with Satya Krishnaswamy, Director at IBM, to explore IBM's Db2 Genius Hub — a bold step toward autonomous database management powered by AI agents. Satya breaks down what it actually means for a database to run itself, how IBM is thinking about the levels of AI autonomy, and where the human still needs to stay in the loop.
They get into the real questions: How many AI agents does it take to manage a modern database? When should you let the system decide — and when should you keep your hand on the wheel? And what happens to the DBA role as automation handles more of the heavy lifting?
If you work in data, lead a data team, or just want to understand where enterprise database technology is actually headed — this one is worth your time.
Timestamps
02:14  Introducing Satya
05:23  Db2 Genius Hub
06:47  The State of the DB Industry
07:34  The Fate of DBAs
10:24  15 Agents
12:47  AI DB Autonomy Levels
15:52  When Should DBs be Autonomous
23:42  Taking Advantage of Db2 AI
27:32  Human in the Loop, or Not
36:32  Db2 Advancements in Summary
38:19  The Client Challenge
41:04  For Fun
 
Guest Links
LinkedIn: linkedin.com/in/satya-krishnaswamy-b412265b
Product: https://www.ibm.com/products/db2-genius-hub
Want to be featured as a guest on Making Data Simple?  Reach out to us at almartintalksdata@gmail.com 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.