#unfiltered #66 Humans and Nonlinear Thinking

Humans are terrible at understanding percentages. I’m one of them. An investor I had the opportunity to work with on multiple occasions once told me. People can’t tell better; people can only tell different. It’s something I wrestle with all the time when I hear founder pitches. Everyone claims they’re better than the incumbent solution. Whatever is on the market now. Then founders tell me they improve team efficiency by 30% or that their platform helps you close 20% more leads per month. And I know, I know… that they have numbers to back it up. Or at least the better founders do. But most investors and customers can’t tell. Everything looks great on paper, but what do they mean?

When the world’s wrapped in percentages, and 73.6% of all statistics are made up, you have to be magnitudes better than the competition, not just 10%, 20%, 30% better. In fact, as Sarah Tavel puts it, you have to be 10x better (and cheaper). And to be that much better, you have to be different.

And keep it simple. As Steve Jobs famously said that if the Mac needed an instruction manual, they would have failed in design. Your value-add should be simple. Concise. “We all have busy lives, we have jobs, we have interests, and some of us have children. Everyone’s lives are just getting busier, not less busy, in this busy society. You just don’t have time to learn this stuff, and everything’s getting more complicated… We both don’t have a lot of time to learn how to use a washing machine or a phone.”

If you need someone to learn and sit down – listen, read, or watch you do something, you’ve lost yourself in complexity.

“Big-check” sales is a game of telephone. For enterprise sales or if you’re working with healthcare providers, the sales cycle is long. Six to nine months, maybe a year. The person you end up convincing has to shop the deal with the management team, the finance team, and other constituents.

For most VCs writing checks north of a million, they need to bring it to the partnership meeting. Persuade the other partners on the product and the vision you sold them.

And so if your product isn’t different and simple, it’ll get lost in translation. Think of it this way. Every new person in the food chain who needs to be convinced will retain 90% of what the person before them told them. A 10% packet loss. The tighter you keep your value prop, the more effective it’ll be. The longer you need to spend explaining it with buzzwords and percentages, the more likely the final decision maker will have no idea why you’re better.


Humans are terrible at tracking nonlinearities. While we think we can, we never fully comprehend the power law. Equally so, sometimes I find it hard to wrap my hear around the fact that 20% of my work lead to 80% of the results. While oddly enough, 80% of my inputs will only account for 20% of my results. The latter often feels inefficient. Like wasted energy. Why bother with most work if it isn’t going to lead to a high return on investment.

Yet at the same time, it’s so far to tell what will go viral and what won’t. Time, energy, capital investments that we expect to perform end up not. While every once in a while, a small project will come out of left field and make all the work leading up to it worth it.

When I came out with my blogpost on the 99 pieces of unsolicited advice for founders last month, I had an assumption this would be a topic that my readers and the wider world would be interested in. At best, performing twice as well than my last “viral” blogpost.

Cup of Zhou readership as of April 2022

Needless to say, it blew my socks off and then some. My initial 99 “secrets”, as my friends would call it, accounted for 90% of the rightmost bar in the above graph. And the week after, I published my 99 “secrets” for investors. While it achieved some modest readership in the venture community and heartwarmingly enough was well-received by investors I respected, readership was within expectations of my previous blogposts.

My second piece wasn’t necessarily better or worse in the quality of its content, but it wasn’t different. While I wanted to leverage the momentum of the first, it just didn’t catch the wave like I expected it to.

Of course, as you might imagine, I’m not alone. Nikita Bier‘s tbh grew from zero to five million downloads in nine weeks. And sold to Facebook for $100 million. tbh literally seemed like an overnight success. Little do most of the public know that, Nikita and his team at Midnight Labs failed 14 times to create apps people wanted over seven years.

When Bessemer first invested in Shopify, they thought the best possible outcome for the company would be an exit value of $400 million. While not necessarily the best performing public stock, its market cap, as of the time I’m writing this blogpost, is still $42 billion. A 100 times bigger than the biggest possible outcome Bessemer could imagine.


Humans are terrible at committing to progress. The average person today is more likely to take one marshmallow now than two marshmallows later.

Between TikTok and a book, many will choose the former. Between a donut and a 30-minute HIT workout, the former is more likely to win again. Repeated offences of immediate gratification lead you down a path of short-term utility optimization. Simply put, between the option of improving 1% a day and regressing 1% a day, while not explicit, most will find more comfort in the latter alternative.

James Clear has this beautiful visualization of what it means to improve 1% every day for a year. If you focus on small improvements every day for a year, you’re going to be 37 times better than you were the day you started.

While the results of improving 1% aren’t apparent in close-up, they’re superhuman in long-shot.

Source: James Clear

Photo by Thomas Park on Unsplash


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Any views expressed on this blog are mine and mine alone. They are not a representation of values held by On Deck, DECODE, or any other entity I am or have been associated with. They are for informational and entertainment purposes only. None of this is legal, investment, business, or tax advice. Please do your own diligence before investing in startups and consult your own adviser before making any investments.

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