Welcome to the ultimate arena for deep-dive discussions on Data and AI.
In each episode, I host the builders and visionaries at the forefront—the ones experimenting, developing, and tackling the raw nerves of a rapidly changing landscape.
These are open, direct conversations that give you the full picture of what really happens behind the scenes.
If you are a practitioner, looking to adopt AI, or just want to stay ahead of the curve, join us for a sane, inspiring, and highly practical conversation. Let's get into it.
* This podcast was translated from the original Hebrew podcast using AI
Talking Strategy: Product, Data, and AI with Inbal Gilead
"Going back to the basics and understanding what value I am trying to provide..."
Inbal Gilead is a senior consultant in the fields of product management, data, and artificial intelligence.
We met to talk about products and data in the world of AI, the difficulties of creating a product that provides meaningful value when anyone can access Large Language Models (LLMs), and how the role is changing—instead of building statistical models, we need to set boundaries for language models. Also, where will we be in a year or two when our total volume of prompts crosses billions of lines? How will we manage them?
In this episode, we also discuss the role of data professionals in this era, and where they are needed when anyone can generate decent analyses using language models. We talk about what truly matters—the business, the core essence, and simplicity.
Recorded in November 2025
https://www.linkedin.com/in/inbal-gilead/ (https://www.linkedin.com/in/inbal-gilead/)
10 Jun 2026
Start From Zero: What Is a Language Model, How Does It Work, and Why Does It Make Things Up With Such Chen Margalit
"I'm basically becoming a superhuman version of my former self…"
Chen is Director of Data Science & Infrastructure at Clalit Innovation.
Chen is a language model expert who, through his work, makes answers, insights, and healthcare responses accessible to 52% of Israel's population using artificial intelligence.
There is no better person to talk to about how to work with and use AI models, about the black box and what's inside it, why it's "just statistics" and what that actually means.
The first step in using any technology is understanding it — and that's exactly what this episode is about.
We'll understand the technology, explore where humans still outperform AI and vice versa, learn where robots will replace us, and discuss what we as data professionals need to bring to the table to keep up.
https://www.linkedin.com/in/chen-margalit/
4 Jun 2026
Stepping it Up: Data Infrastructure in the AI Era with Omer Biber
"There’s a new game in town called context..."
Omer Biber leads the BI department at Superplay, and in this episode, we talk about the approach he is leading to implement Artificial Intelligence (AI) across his organization.
We discussed why it took him a long time to make that first strategic move, which technologies are actually working right now versus those that aren't, the patience required of us during this period, and practical insights—how data departments are working and succeeding with AI today.
Recorded in November 2025
https://www.linkedin.com/in/omer-biber-07b3b4141/ (https://www.linkedin.com/in/omer-biber-07b3b4141/)
3 Jun 2026
How It Might Work: A Conversation About Spades, Charlatans, and Snake Oil with Tal Mizrahi
"I really treat it like a junior developer on cocaine—someone who can run at insane speeds, but in completely the wrong direction..."
Tal Mizrahi, Founder of XP-lab
With over a decade of experience in data, analytics, and machine learning, and as a highly esteemed lecturer at universities and the market's most coveted courses, Tal joins us for an honest and real conversation about why we simply cannot trust Artificial Intelligence.At least, not until we understand it or how it works.
In this episode, we talk about AI, what might work, what will never work (for example, scenarios where there is no human in the loop), the innovative product he built, why it is so relevant right now, and also about junior professionals and what they should be investing their energy in today.
Recorded in November 2025https://www.linkedin.com/in/talnmizrachi/ (https://www.linkedin.com/in/talnmizrachi/)
3 Jun 2026
Is the Future of Data Professionals in Product Management? On Data Products, Value, and Claude with Hila Segas
"I can do things that the Hila of a few years ago could never have done…"
Hila Segas is a Senior Director at Teads.
Hila is responsible for bringing the most meaningful insights to the organization, and the world of AI has completely changed the way she does it.
We talked about how to turn our daily work into a product that serves stakeholders at scale, about Claude, Code, and Cursor, about the future of the profession, and tons of practical tips on how to do it right.
This is a practical conversation about execution, production, and a real, significant role transformation that many data professionals will relate to.
The episode was recorded in May 2026.https://www.linkedin.com/in/hsagges/ (https://www.linkedin.com/in/hsagges/)
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