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i2 Insights: Scientific Reasoning Skills

 Mini Activity / Insight

Test your innovation skills

Get a random reflection prompt, a quick action to try today, or a "this or that" dilemma to see how you compare to others. Each one takes 30 seconds and is based on the i2 skills framework.

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When starting something new, do you prefer to…

You’re kicking off an initiative with a blank slate. What would you rather do?

Planners avoid wasted effort. Prototypers discover what no plan could predict. In complex, uncertain environments, quick prototypes teach you more than detailed plans — because the world talks back.

6 people have answered

When you get unexpected feedback, do you…

Test results come back and they contradict your expectations. What is your first move?

Both are valid scientific instincts. But most people default to questioning the data — because it's less threatening. The breakthrough usually comes from questioning your assumptions. That takes courage.

5 people have answered

When facing uncertainty, do you…

You’re about to start a project in unfamiliar territory. What is your first instinct?

Neither is wrong. Both reveal how you navigate change. Data-gatherers reduce risk through analysis; experimenters reduce risk through action. The strongest teams have both — and know when to switch.

7 people have answered

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Follow the Surprise

Review recent feedback, data, or results. Find one thing that surprised you — and instead of explaining it away, spend 15 minutes exploring why it happened.

Scientific Reasoning Skills
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Treat It Like a Hypothesis

Reframe your best idea as a hypothesis: “We believe that [X] will result in [Y] for [Z].” Does it still feel as certain when you write it that way?

Scientific Reasoning Skills
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Design a Small Experiment

Pick one assumption you’re making about your users, customers, or audience. Write down what data would prove it wrong. Now figure out how to get that data this week.

Scientific Reasoning Skills
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Let Your Idea Be Wrong

Share an early-stage idea and explicitly invite criticism. Say: “I’d love to hear what’s weak about this.” Notice how much easier it is to improve an idea when you’re not defending it.

Scientific Reasoning Skills
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Test Before You Build

Take the newest idea on your plate. Write down the one thing that must be true for it to work. Now design the smallest, fastest way to check whether it’s actually true.

Scientific Reasoning Skills
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Sharpen Before You Ask

Before your next conversation, write down the one question you most want answered. Rewrite it twice — making it more specific each time. Ask the third version.

Scientific Reasoning Skills
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Seek the Critic

Identify the person most likely to poke holes in your idea. Go to them first — before the stakeholder meeting, before the pitch. Ask: “What am I missing?”

Scientific Reasoning Skills
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