Christopher Smith — Culture and Artificial Intelligence

The journal

You Can’t Just Be An [insert job role here] Anymore.

AI has dissolved the walls between specialist roles. Frameworks are what let people cross from one discipline to the next without getting lost.

· 4 min read · Future of work & hiring, Prompting & tools practice, Identity & reinvention

AnnotatedThe margins are mine: where an idea first showed up, where it went next, and the essays it talks to.

A couple of years ago, the boundaries were clear. Designers designed. Copywriters wrote. Strategists strategized. Media planners planned well... media. Everyone stayed in their lane.

That world is gone. AI didn’t just give us new tools. It blurred the edges of every role.

  • A designer can now run their own market analysis in minutes.

  • A copywriter can ideate product concepts or test customer journeys.

  • A strategist can mock up visuals and draft storyboards without waiting for the creative team.

We no longer have the luxury of being “just” one thing. And that’s both terrifying and liberating.

The Polymath Pressure

Agencies used to be built on specialisation. Your craft was your identity. You were the designer, the planner, the suit. You could make a career out of being world-class in a narrow slice of the business.

But in today’s landscape? Narrowness is risk. Just look at a snapshot of “who” I was last week:

Clients expect speed. Teams expect flexibility. AI makes every tool accessible to everyone. Which means the real edge is not mastery of a single craft, it’s the ability to move between crafts with confidence.2

That’s what frameworks give you.

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So I Wrote a Book on Frameworks and Thinking Models

For over twenty years, I’ve used frameworks like some people use well,.. other things. They’ve saved projects, shaped pitches, and unlocked new ways of seeing.

But almost all of them were created before AI. Which means none of them accounted for a world where roles are fluid, outputs are infinite, and speed is the default.

So I reframed them. 19 models, spanning creativity, clarity, strategy, and resilience. Each unpacked, contextualized, and paired with AI-ready prompts you can use immediately.

It’s not a textbook. It’s a kit. A set of tools for anyone who finds themselves working outside their “lane” — which is all of us now.

Frameworks are the bridges.

They let you walk into unfamiliar territory, customer psychology, competitive strategy, risk management, and not feel lost. They don’t turn you into an instant expert. But they give you enough structure to ask better questions, frame problems clearly, and collaborate across disciplines.

In a world where roles are dissolving, frameworks are both survival skills and table stakes.

How Frameworks and Thinking Models Keep You Sharp

Think about Six Thinking Hats. It isn’t just a creative exercise — it’s a way to discipline conversation so you don’t get stuck in clash mode. Useful for strategists, but also for designers pitching ideas, or for copywriters testing emotional resonance.

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Or Jobs-to-be-Done. It reframes customer demand not as features but as “jobs.” Strategists love it. But product designers, UX teams, and even brand storytellers can use it to connect their work to real human need.

Or Premortem. Traditionally a risk tool for project managers. But in the hands of a creative team, it becomes a way to spot campaign fragility before it hits the market.

Each framework stretches you into adjacent roles. It doesn’t make you a CFO, or a UX researcher, or a behavioral scientist, but it makes you literate enough to think with them, not just beside them.

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AI Makes This Urgent

AI can now generate outputs in every domain. But it can’t tell you which ones matter.3

That’s where frameworks earn their keep. They filter the flood of options. They give shape to AI’s abundance. They keep your thinking from dissolving into noise.

  • AI can give you 20 scenarios. Scenario Planning helps you test them.

  • AI can generate absurd provocations. Lateral Thinking helps you channel them.

  • AI can play hostile competitor. Red Teaming ensures you learn from it.

Without frameworks, AI is just raw horsepower. With frameworks, it becomes leverage.4

Where This Leaves Us

In today’s industry, you can’t just be a designer. You can’t just be a copywriter. You can’t just be a strategist. You need to be all of those things, at least enough to think with them.

Frameworks don’t make you an expert in every discipline. They make you fluent enough to move between disciplines, to see connections others miss, to frame problems clearly, and to use AI as a force multiplier instead of a flood.

That’s the real power of frameworks in the AI age.

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Buy the book.

Frameworks Reframed: Thinking Models for the AI Age (via Gumroad)

It costs less than a cheeseburger and shake from Five Guys. But unlike your lunch, gone in 30 minutes, it will stay with you your entire career, not just in this role, but in any role you end up landing in.