Issue 05 | Signal Magazine

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Every edition of Signal Magazine is packed with stories of innovation, and issue five is no exception. You can read the entire magazine, including pieces on how NFL team the New York Jets is using AI to get an edge at the draft and Joanna Stern‘s account of a year spent using AI to do (almost) everything, as a flipbook here. We’ve also created special digital versions of some of the pieces for you to enjoy.

The click – Frank X. Shaw, Chief Communications Officer, Microsoft and Executive Editor, Signal Magazine, on the tipping points of technology 

Field of dreams – A report from the wonderful world of competitive spreadsheeting 

Growth industries – How Land O’Lakes is helping farmers navigate crop protection with AI 

Peter Lee – Microsoft Science’s president, discusses the important new roles that AI has begun to play in healthcare 

Project Ex Vivo – an interview with Ava Amini of Microsoft Research about a project designed to find imaginative new ways to tackle cancer  

Giant leaps – A brief history of the innovations that have driven NASA’s space exploration 

We hope that you enjoy the issue and you can learn more about Microsoft Signal Magazine here 

As a kid, I had terrible handwriting – still do. I had ideas, but getting them down on paper was slow and frustrating. Somewhere along the way, likely out of shared frustration, my parents brought out an old manual typewriter. I still have it.

And almost immediately, something shifted. I wasn’t fighting the mechanics of writing anymore. The words started to keep up – if not with my thoughts, at least closer to them. It felt different. Lighter. More natural. Like I could finally do the thing I had in mind.

Over time, there were more of those moments. Electric typewriters. Early word processors. PCs. Each ‘click’ narrowed the gap between my thinking and my expressing, between intent and output. Each one making it easier to communicate something closer to what I meant.

If you step back, that’s the story of tools.

Think about the physical ones first. A hammer that feels right in your hand. A level that tells you what your eyes can’t. After years of failing at pie crust, I got a French rolling pin, then threw out all the other rolling pins I had. Tools aren’t just objects – they’re extensions. When they work well, they disappear, and the work becomes almost effortless.

Seamus Heaney captured this perfectly in his poem The Pitchfork:

“Of all implements, the pitchfork was the one That came near to an imagined perfection: When he tightened his raised hand and aimed with it, It felt like a javelin, accurate and light.”

That line – accurate and light – gets at something essential. The best tools don’t just help us work; they change how the work feels. They create that moment where effort gives way to flow, where friction drops and capability rises.

Where something clicks.

We have seen the same with digital tools. The first spreadsheet that recalculates instantly. The first time you write code and watch a machine execute something on your behalf.

The first time you search and get a tailor-made answer instead of a list of websites where you have to hunt one down. These moments feel like sudden gains in capability. And in a sense, they are.

But they can also be deceptive.

Because what feels like a leap in skill is often a redistribution of it. The tool is doing more of the work, even as we feel more capable using it. It can blur the line between what we know and what the tool is enabling. It can create a kind of fluency that looks – and sometimes feels – like mastery.

That tension has always been there.

When calculators became common, there was concern we’d lose the ability to do math. When spreadsheets emerged, some worried they would flatten financial expertise. When search engines became ubiquitous, there was a quiet anxiety that knowing how to find an answer might replace the need to understand it.

In each case, something did change. Certain skills became less central. Others became more important. I learned to navigate the world with maps and compass and understanding where north was; I feel this skill fade daily. The work didn’t disappear – it moved. And now we’re in another one of those moments. But this one feels different.

Because the newest tools don’t just help us do the work faster or more efficiently. They participate in the work itself in ways that feel closer to thinking than doing. They can draft, summarize, analyze, generate – often with that same sense of “click,” but without the same time or effort we once associated with it.

I can produce something that looks complete, coherent – even compelling – in minutes. Which raises a natural question: if it’s this easy, what exactly is the skill?

It’s tempting to see this as erosion – to assume that tools are making us less capable, less necessary, less differentiated. You hear versions of that argument often right now. But history suggests a different pattern.

The “click” moment is never the end of skill. It’s a shift in where skill matters.

When the typewriter made writing faster, the advantage moved to those who had something worth saying. When spreadsheets removed manual calculation, the advantage shifted to framing the right problem and interpreting the results. When search engines made information abundant, the advantage moved to asking better questions and discerning better answers. Each time, the tool lowered one barrier and raised another.

AI tools are doing the same – just faster, and more visibly.

They reduce the friction of starting. They give more people access to capabilities that used to be specialized. They make it easy to generate output at scale.

And in doing so, they make it easier than ever to confuse output with understanding, fluency with mastery, speed with insight. Because when everything is easier to produce, the differentiator shifts again – to judgment. To taste. To context. To knowing what matters, what’s true, and what’s worth acting on.

Those qualities are harder to see, harder to measure – and harder to fake over time. They’re also where the real work increasingly sits.

So the question for leaders isn’t whether or not to use these tools. That answer is already clear.

The question is how to ensure that the “click” moment becomes the beginning of capability, not a substitute for it. How to build organizations – and cultures – that understand where the value has moved. How to develop the habits and expectations that turn easy output into real advantage.

That’s what this issue of Signal is about: not tools themselves, but how we adapt to them.

How we learn to use them well.

And how we make sure that as the tools get better – accurate and light in Heaney’s words – we do too.

Welcome to Signal 5.

Frank X. Shaw, Chief Communications Officer, Microsoft

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