惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

有赞技术团队
有赞技术团队
Apple Machine Learning Research
Apple Machine Learning Research
IT之家
IT之家
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
B
Blog RSS Feed
酷 壳 – CoolShell
酷 壳 – CoolShell
人人都是产品经理
人人都是产品经理
Hugging Face - Blog
Hugging Face - Blog
博客园_首页
V
V2EX
aimingoo的专栏
aimingoo的专栏
爱范儿
爱范儿
博客园 - 聂微东
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
H
Hackread – Cybersecurity News, Data Breaches, AI and More
Stack Overflow Blog
Stack Overflow Blog
罗磊的独立博客
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
MongoDB | Blog
MongoDB | Blog
Jina AI
Jina AI
T
The Blog of Author Tim Ferriss
月光博客
月光博客
云风的 BLOG
云风的 BLOG

Not-Ship

Stop trusting the extinction math The UN challenges five centuries of cartography Let's normalize debunking each other Not-Ship is taking a short summer hiatus! Understanding large values: It's our ethical duty Uh ... what's going on with academic freedom? Life, liberty, and the pursuit of happiness: A 250-year performance review Schools are closed, records are broken. Let's talk heatwaves. Can you see three trees? Your summer reading list, based on the data Nothing new here: Another sequel, another lighthouse The Not-Ship data library! What unites the right? Huh. Apparently we can just end smoking. The map that keeps Burning Man honest Pastel walls won't keep us sane In annual reports, fossil fuel companies have a new playbook for greenwashing AI could mean the death of anonymity What I learned from Not-Ship's first survey It's not just you. Democracy is on the decline. Your country can't feed you This time, you're the data
Understanding large values: It's our ethical duty
Amanda Shendruk · 2026-07-15 · via Not-Ship

Happy Wednesday! I hope you're having a chill week. Do you find this newsletter delightful or thought-provoking? Share it with like-minded friends!

💙 Amanda


Here's a line from 1,000 to 1 billion. It's a linear scale. Where on this line would you place 1 million?

Have a guess? A 2013 study asked this of nearly 500 people. Roughly half got it wrong. Honestly, I'm surprised it wasn't higher. Here's where 1 million falls on that line:

Most of us are terrible at understanding large values. Yet, we encounter these magnitudes frequently in the news: ChatGPT now has 1 billion users; America's national debt is over $39 trillion; Taylor Swift's net worth recently topped $2 billion; and briefly, Elon Musk became the world's first trillionaire.

These numbers are so big they're effectively meaningless. Very few of us have real experience with values in the millions, billions or trillions. (If you are an exception, please become a paid subscriber!) We lack an innate understanding of them.

Day-to-day, we deal with small numbers. We're good at small. Picture three rocks in your head. Easy! Now picture 100 rocks... Not so easy. Now a million? Impossible.

But we can't continue to suck at this. Our world is increasingly moving towards extreme values: Damages from climate change, deaths due to genocide, wealth that knows no bounds. And we can't tackle them if we can't wrap our heads around the numbers.

Luckily, a bit of perspective can help.

CONVERT IT

What time is that number? Let's convert these big values into something we understand better: Time. I think this is one of the clearest ways to understand the extreme differences between million, billion and trillion. Here's what each looks like in seconds.

Seconds Day/year Roughly
1 million 11.6 days A vacation
1 billion 31.7 years A career
1 trillion 31,700 years Longer than humans have been on Earth

What time are dinosaurs? This 24-hour clock compresses the entire history of Earth into a single day. Dinosaurs appear about an hour before humans. And humans don't show up until seconds before midnight.

How far is that number? Another way to grasp large values is to convert them to distances. I don't find this as effective as time, but maybe it works for you! (I'm probably too time stressed). Here's what they look like in millimetres.

Millimetres Kilometres Roughly
1 million 1 Down the street
1 billion 1,000 Across France
1 trillion 1,000,000 Around the world 25 times

VISUALIZE IT

Incomprehensible wealth. Mona Chalabi's illustrated piece for the New York Times translates Bezos' bucks into creative comparisons, from cake slices to temperature.

Zoom out to infinity. This 1977 video is a classic. A single, slow zoom takes you from a picnic to the edge of the universe.

PERSONALIZE IT

What's it to you? This piece from the Washington Post personalizes purchases by the ultra-wealthy by comparing them to your own net worth. (It's a few years old, but still useful).

To them, it's trivial. A few days ago, comedian Katherine Ryan popped up on my socials. She tried to put Taylor Swift's $26 million wedding donation into terms an average person might understand — a more normal net worth. It was a great idea, but her math was off. The correct numbers are here:

Net worth Donation
$2.2 billion $26 million
$50,000 $590

EXPERIENCE IT

Real-time trillionaire. Watch as Elon Musk's net worth tracks up and down. I had the page open for less than 10 seconds and he'd already made $80,000.

Just a yacht or two. Modelled on Bill Gates' wealth, this game asks you to spend a virtual fortune. Extravagant purchases — yachts, an NBA team — don't even make a dent.

Keep scrolling... Finally, experience large numbers as a horizontal scroll. With this one, you'll feel the difference.

Do those incomprehensible sums feel a little less incomprehensible now? I hope so. Because our numbness to large numbers can affect how we address large-scale problems.

In a famous study from the '90s, researchers asked people how much they would pay to save 2,000 birds from drowning in an oil spill. Then they asked how much they'd pay to prevent 20,000 birds from drowning. And 200,000? Logically, the amounts should have scaled up. But they didn't. On average, people offered to pay roughly the same amount — $80, $78 and $88 — no matter how many birds were at stake.

This is a cognitive bias called scope insensitivity: Failing to adjust our valuation of a problem in proportion to its magnitude. And it happens with human lives, too.

Once a quantity gets big enough, it just becomes "a lot". "A lot" feels the same whether it's "a lot" times a hundred or "a lot" times a million. Our heads do this naturally, but it's worth working on. You and I might never run into a billion or a trillion anything in our day-to-day, but for us to understand modern problems, we need to cultivate an ability to sense the real difference between them.


HOW THIS WORKS

Not-Ship is free for everyone. And that's absolutely by design. We could all use more data — informing our conversations, our decisions and the way we see the world — and none of us need more ads or paywalls in the way.

But in order for it to stay free, some people simply need to chip in. It's $9/month or $90/year. The model only holds if the people who can pay, do. I hope that's you.


FROM ELSEWHERE

Here's what I found interesting, important or delightful this week:

&, #, @ and ¶ are letters. Promise me you'll watch this video about the origin of common typographic symbols. I had to pause it so many times, just to exclaim: What!? Seriously. Watch it.

We need nitrogen. This gorgeous piece from Reuters explains how fertilizer shortages caused by war in Iran will impact global food prices for some time. (Want more? I explored the data behind national food self-sufficiency. Fertilizer plays a big role!)


MORE NOT-SHIP

Your summer reading list, based on the data

I analyzed more than 1000 book recommendations; here are the ones that stand out.

Amanda Shendruk

Schools are closed, records are broken. Let’s talk heatwaves.

The data are clear — extremely hot days are on the rise.

Not-ShipAmanda Shendruk

Banks are funding climate chaos. You don’t have to.

Switching banks could be one of the most climate-friendly decisions you make.

Not-ShipAmanda Shendruk