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AI for Product Power

Samet Ozkale

See things in the present, even if they are in the future.

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Issues78Founded5 years agoLast Issue6 days ago
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Latest Issues

The Moat Question Is a Trap

You’re two minutes into your pitch. The slide hasn’t changed. Then it comes.

“So… what’s your moat?”

You give the answer you rehearsed. Proprietary model. Unique dataset. Custom architecture. The investor nods, writes something down, and...

6 days ago

Product Manager Is the Old Title

Complexity Manager Is What You Actually Do

Hey there,

Let me ask you something uncomfortable: when was the last time your biggest challenge was building the product?

For most of us in 2026, that’s not the hard part anymore. AI handle...

11 days ago
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How to Find the Right Product Idea Without Fighting the Giants

Hey there,

If you’ve ever stared at a product idea and thought, “But ChatGPT already does this” - you’re not alone. It’s the most paralyzing question for AI product builders in 2026. But here’s the thing: you’re asking the wrong question....

19 days ago

LLM Evaluation & Benchmarking

Hey there,

Let me guess: your team just shipped an update to a prompt, the model “felt better” in testing, and you pushed it to production. Sound familiar?

This is how most teams operate, and it’s exactly why 60% of LLM issues in producti...

25 days ago
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Continual Learning & Catastrophic Forgetting

Continual Learning & Catastrophic Forgetting

Here’s a dirty secret nobody talks about when pitching “always-learning” AI: most AI systems are actually terrible at learning continuously.

They suffer from something called catastrophic f...

a month ago

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  • Samet Ozkale

    Product Design Scientist | samet.works | oberyon.com

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