Democratized Data Science, Custom Software is the Future, and the Data Gene Rides Again

Democratized Data Science, Custom Software is the Future, and the Data Gene Rides Again

Every week brings a new AI model, a new benchmark, and a new reason to believe everything just changed. But for most companies, none of that matters if the people closest to the work can't use these tools to build something real.

In this episode, Rob and Justin walk through what democratized data science really looks like. Not dashboards. Not prompts. Actual analysis and custom software built around a specific problem, driven by someone who knows the data well enough to challenge the answers. The difference isn't the technology. It's the person driving it. Someone who understands the data, the domain, and how to spot bad answers before they turn into bad decisions.

That's where the data gene shows up again. When those people are empowered to build software fitted to how work happens, off-the-shelf tools stop feeling helpful and start feeling like friction. This episode is about noticing that shift while everyone else is still watching benchmarks.

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Jaksot(237)

The End of All You Can Eat AI

The End of All You Can Eat AI

For about two years, we've all been reaching for the biggest hammer on the wall because someone else was paying for the nails. If you were on a subscription, you grabbed the biggest, baddest model on ...

30 Kesä 24min

Waiting Worked...Until AI

Waiting Worked...Until AI

For years, Rob had a pretty good system. When a new technology showed up, he didn't immediately declare it the next big thing. He wanted to understand why it mattered first. Sometimes that meant jumpi...

23 Kesä 15min

Why Bigger AI Isn't Always Better

Why Bigger AI Isn't Always Better

Microsoft just unveiled a monster of a machine built for local AI. More memory. More horsepower. More everything. Which led Rob and Justin to a question that has almost nothing to do with the hardware...

16 Kesä 29min

What Happens After the AI Works?

What Happens After the AI Works?

For the past few years, the conversation around AI has focused on the technology. Which model is best. Which tools to use. How fast everything is changing. But once you start building with it, a diffe...

9 Kesä 35min

Absences, KPI Updates, Book Title and Pre-Order Bundle Reveal

Absences, KPI Updates, Book Title and Pre-Order Bundle Reveal

If you've listened to the podcast over the past several months, you've probably heard Rob mention "the book" a few times. Well, it's finally done. In this solo episode, Rob reveals the title, shares t...

2 Kesä 6min

It's Time to Start Looking Into Microsoft IQ

It's Time to Start Looking Into Microsoft IQ

Rob was supposed to be finishing his book. Last chapter. Two days past deadline. Freedom was right there. Instead, he hit pause and recorded this. Because something from a few weeks ago wouldn't leave...

5 Touko 19min

Cowork Builds Apps Now, and 'Acquired Skills Will Appear Here' w/ Garett Medlin

Cowork Builds Apps Now, and 'Acquired Skills Will Appear Here' w/ Garett Medlin

Garett Medlin just got the official title for the job he was already doing: AI Practice Lead at P3. He's also the person responsible for Rob trying Cowork in the first place, despite Rob's very reason...

28 Huhti 56min

AI "versus" the Medical Establishment, Rob's Sith Name, and the Death of Social Media?

AI "versus" the Medical Establishment, Rob's Sith Name, and the Death of Social Media?

Rob didn't go looking for a fight with the medical system. He just showed up with receipts. Claude had already mapped the symptoms, suggested the tests, and summarized the situation better than any po...

21 Huhti 30min

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