Pavel Samsonov

Problem designer. Sick of rectangles.

Metrics and Data

Designers will never have influence without understanding how organizations learn

Apr 12, 2026

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9 min read

Designers will never have influence without understanding how organizations learn

We confuse prototypes with demos, and validation with confirmation bias. As a result, we cannot lead — instead, we are led.

Pavel Samsonov

LLMs

AI mandates are a demand for cognitive surrender

Apr 5, 2026

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7 min read

AI mandates are a demand for cognitive surrender

Studies show that reducing our scope of judgment to checking AI outputs leads to abandoning critical thinking altogether.

Pavel Samsonov

Systems Thinking

Grammarly shows how prototyping turned into an excuse for not thinking

Mar 28, 2026

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10 min read

Grammarly shows how prototyping turned into an excuse for not thinking

The industry is in the grip of directionless urgency, and users are paying the price. Strategy has been replaced with half-baked features.

Pavel Samsonov

LLMs

UX works through social relationships. AI tools are erasing them.

Mar 22, 2026

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8 min read

UX works through social relationships. AI tools are erasing them.

Stakeholders want to vibe code and have designers clean up after them afterwards. But rather than helping with velocity, there is just more noise and more work for everyone.

Pavel Samsonov

Problem Design

Software is a coordination problem. AI can't help you with that.

Mar 13, 2026

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6 min read

Software is a coordination problem. AI can't help you with that.

The feedback loops of the product delivery lifecycle go through people. Adding AI makes it slower, not faster.

Pavel Samsonov

Problem Design

Checking an LLM's work is a systemic, not an individual, problem.

Mar 8, 2026

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8 min read

Checking an LLM's work is a systemic, not an individual, problem.

Only a culture of design critique can prevent sloppy AI-generated problem definitions.

Pavel Samsonov

LLMs

"AI layoffs" like Block's are a race to the bottom that have nothing to do with productivity.

Mar 1, 2026

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7 min read

"AI layoffs" like Block's are a race to the bottom that have nothing to do with productivity.

You won't be replaced by AI, nor a person using AI, because backfills aren't real.

Pavel Samsonov

Systems Thinking

Research is leadership, and code can help (but only in the right places)

Feb 22, 2026

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7 min read

Research is leadership, and code can help (but only in the right places)

Code was never the blocker in delivering customer value — and the easier writing code becomes, the more it distracts from the work we must do to unblock productivity.

Pavel Samsonov

LLMs

Corporations demand perfection from workers, but AI gets unlimited slack.

Feb 15, 2026

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7 min read

Corporations demand perfection from workers, but AI gets unlimited slack.

LLM users have bottomless patience for inconsistent tools, and no grace left for their colleagues. What if we could flip it around?

Pavel Samsonov

Feedback Loops

Feb 7, 2026

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5 min read

The circular logic of our metrics

We design what is familiar. The design patterns we adopt are the ones yelling at us the loudest.

Pavel Samsonov

Systems Thinking

You can't "AI-proof your career" with a project mindset

Feb 1, 2026

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8 min read

You can't "AI-proof your career" with a project mindset

Don't try and compete with LLMs. Instead, cure yourself of computer brain.

Pavel Samsonov

Systems Thinking

Vibe prototyping isn't solving any problems. But it's creating many new ones.

Jan 24, 2026

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7 min read

Vibe prototyping isn't solving any problems. But it's creating many new ones.

It's easy to prototype and so everyone is prototyping, without really knowing why they are doing it.

Pavel Samsonov

Problem Design

Your problem framing is sabotaging your strategy

Jan 18, 2026

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7 min read

Your problem framing is sabotaging your strategy

Skipping to designing the solution before you have adequately designed the problem is not speeding you up, but slowing you down.

Pavel Samsonov

Systems Thinking

See what is happening, not what is supposed to happen

Jan 11, 2026

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11 min read

See what is happening, not what is supposed to happen

The stories we are telling around user research and LLMs have locked us into a doomed framing. Reject the very notion that it is "better than nothing."

Pavel Samsonov

Problem Design

Jan 4, 2026

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7 min read

Your metrics are an avoidance strategy

Being able to quantify outcomes doesn't make them meaningful. Moving past artificial metrics requires building shared intention with colleagues.

Pavel Samsonov

Systems Thinking

Dec 26, 2025

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6 min read

Bouncing back from burnout

The causes of burnout are systemic. You can't get out of it just by trying harder.

Pavel Samsonov

LLMs

AI Fatigue VS the Executive Echo Chamber

Dec 20, 2025

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7 min read

AI Fatigue VS the Executive Echo Chamber

The backlash against "AI-in-everything" is rising. Only execs are surprised.

Pavel Samsonov

Feedback Loops

Dec 14, 2025

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9 min read

Stop doing UX cheerleading

Design is being hijacked to create legitimacy for bad ideas. We can do better.

Pavel Samsonov

Teamwork and Leadership

Dec 7, 2025

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9 min read

The myth of "no design process"

Process can add friction, but trying to get rid of friction by getting rid of process dooms design to irrelevance.

Pavel Samsonov

Systems Thinking

When teams don't understand their own product

Nov 23, 2025

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7 min read

When teams don't understand their own product

A usable product starts with the conceptual model, but designers have "optimized" that work out of the profession. It's time to bring it back.

Pavel Samsonov

Systems Thinking

Without UX governance, your app turns to "sludge"

Nov 15, 2025

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7 min read

Without UX governance, your app turns to "sludge"

Break out of the feature delivery mindset and attend to the architecture and maintenance of the product.

Pavel Samsonov

Problem Design

Nov 9, 2025

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6 min read

This meeting could have been a picnic

Well-designed meetings are just as important to our work as well-designed artifacts.

Pavel Samsonov

LLMs

Amazon's layoffs are driven by something even stupider than AI

Nov 2, 2025

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8 min read

Amazon's layoffs are driven by something even stupider than AI

Andy Jassy wants you to think that velocity can make up for lack of strategy. But "build, measure, learn" only works if you're willing to learn.

Pavel Samsonov

Systems Thinking

The social lives of ideas (Don't Just Do Things, Part 3)

Oct 27, 2025

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6 min read

The social lives of ideas (Don't Just Do Things, Part 3)

No amount of outputs will help maintain unbroken intent all the way through to delivery.

Pavel Samsonov

Teamwork and Leadership

All your problems are people problems (Don't Just Do Things, Part 2)

Oct 19, 2025

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7 min read

All your problems are people problems (Don't Just Do Things, Part 2)

If you want to do strategy, you must be willing to do process transformation first.

Pavel Samsonov