Uber burned $3.4 billion on AI in four months. Their COO now says it's not paying off. And everyone's blaming Uber instead of asking the obvious question.
This is Uber. Not some seed-stage startup guessing.
They have more data than most countries. They ran the experiment. They have the answer.
It didn't work.
And I need everyone to stop rushing to the comfortable take here.
The comfortable take is "well Uber is a big dumb corporation, solopreneurs use AI way better." I've seen it a hundred times this week. It's cope.
Uber gave thousands of the highest-paid engineers in tech access to the best AI tools on the planet. If anyone was going to crack AI ROI, it was literally them.
They didn't crack it.
Not because the tools are bad. The tools are incredible at generating output. They're just terrible at generating outcomes.
And nobody wants to talk about that difference.
Output: more code, more text, more analysis, more everything, faster.
Outcome: did the product get better? Did revenue move? Did a single user notice?
Uber's answer is no. More tokens burned. Nothing to show for it.
And if you think this is just a big company problem, be honest with yourself for a second. How much of your AI usage last month actually made you money? And how much of it just made you feel productive?
Because those are two completely different things.
The whole AI productivity story is built on measuring speed, not results. We count how fast something got done. We never stop to ask if it needed doing at all.
AI makes you faster at producing things. It doesn't make you better at deciding what to produce. And for most people the bottleneck was never speed. It was judgment.
Andreessen said it on Rogan two days ago. The guy funding half the AI industry. He admitted AI is making people less efficient. Not because the tools are slow.
Because people use them for everything, including stuff that didn't need doing, then spend more time fixing the output than it would've taken to just do it themselves.
Uber just proved that at $3.4 billion scale.
Here's the question nobody wants to sit with:
What if AI ROI is real, but only for a tiny number of very specific tasks? And everything else is just expensive motion that feels like progress?
What if the honest math is: AI saves you 10 hours a month on 3 things and wastes 15 hours on everything else you started doing just because AI made it easy to start?
That's not a tool problem. That's a human problem.
We're bad at restraint when something feels free and fast.
And every company selling you AI access has zero incentive to help you use less of it.
The ones who actually win with AI won't be the ones who use it the most.
They'll be the ones who figure out when to close the tab.
Nobody's selling that skill. There's no money in it.
This is genuinely impressive.
Gauth just dropped Atlas and it might be the end of textbooks.
Type any topic like "Silk Road," "how a camera works," "fall of Constantinople" and it builds you a hand-drawn, interactive visual world you can walk through.
No more reading walls of text. You explore knowledge like a map.
Here's how to use it (step by step): β
TIME IS NOT TREATED THE SAME EVERYWHERE:
1. Germany: Being late is disrespectful. Meetings start to the second. Punctuality here is not a habit. It is a moral standard.
2. Brazil: An invitation for seven means nine. Relationships matter more than schedules. Rigidity kills the atmosphere.
3. Japan: Trains run to the minute. A sixty second delay comes with a formal public apology. Time is a system. The system is everything.
4. India: Events begin when people arrive. The gathering defines the time. Presence matters more than precision.
5. Polynesian cultures: Time was tied to stars, seasons, and the ocean. Circular, not linear. The clock came later and from somewhere else.
6. United States: Time is money. Literally. Every hour is billable. Every minute is scheduled. Rest has to earn its place.
7. Spain: Lunch at three. Dinner at ten. The day bends around the person. Not the other way around.
8. Ethiopia: A different calendar entirely. Thirteen months. New Year in September. A different year than the rest of the world. Time here is a cultural choice, not a global agreement.
9. France: August belongs to rest. Emails go unanswered. Shops close. Nobody apologizes for this. Leisure is a right, not a reward.
10. Kenya: The clock starts at sunrise. Six in the morning is hour zero. Noon is hour six. Time is built around light, not an arbitrary number on a wall.
11. China: One time zone for the entire country. A landmass that should span five. In the far west the sun rises at ten in the morning. Unity was chosen over accuracy.
12.Australia: Aboriginal communities have always read time through seasons, animal movements, and the stars above. For over sixty thousand years the land itself served as the calendar. No clock was ever needed. Nature told them everything.
13. Mexico: MaΓ±ana means not right now. Urgency is often self-imposed. The present moment has its own demands and they are considered legitimate.
14. Greece: A guest arrives at any hour. You welcome them fully. The clock adjusts to the person. The person never adjusts to the clock.
15. Scandinavia: Months of darkness then months of endless light. The body follows seasons, not schedules. This is ancient. Science is only now catching up.
16. Nigeria: Start times are a suggestion. What matters is that everyone arrives, connects, and the evening becomes what it was meant to be. The experience always outranks the schedule.
17. Indonesia: Jam karet. Rubber time. Time stretches around mood, traffic, and social obligation. Rigidity is considered uncomfortable, not professional.
18. Russia: Eleven time zones. Vast winters. Long silences. Time here is treated with patience that outsiders often mistake for slowness.
19. Egypt: One of the first civilizations to invent a calendar. Yet modern Egyptian social time is deeply flexible. Hospitality always comes before the clock.
20. Congo: Community shapes the day more than any schedule. Time belongs to the people in the room, not the hands on the clock.
21. Philippines: Filipino time is a known and accepted reality. Six in the evening means seven or eight. Arriving before the host is ready is the real social mistake.
22. Vietnam: Built on endurance and long horizons. Planning here thinks in years and generations. Short deadlines feel foreign to a culture that measured time in struggles spanning decades.
23. Tanzania: Pole pole. Slowly slowly. A phrase that governs daily life. Rushing is not a virtue here. Moving with intention is.
24. Argentina: Dinner at ten. Parties at midnight. The night is its own world. Compressing it into earlier hours would make it something lesser.
25. Turkey: A meeting can become a meal can become a long evening. Nobody considers this a deviation. It is simply what time is for.
26. Iran: Its own solar calendar. New Year on the spring equinox. Time tied to nature, poetry, and a civilization so old that modern urgency feels like a passing trend.