building the AI workforce to elevate humans humanitylabs.ai

Joined October 2009
4 Photos and videos
I dislike the phrase “I’m doing a startup”… there are little clues that betray the lens someone has wrt their mission and this is one of them
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No cognitive tool is inherently good or bad. Outcomes depend on whether it produces emotional loops or better models of reality.
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Selling Dollars for 85 Cents: The AI Revenue Illusion open.substack.com/pub/andrei…

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The Expanding Enterprise Stack, Part 3: The Skills That Will Matter open.substack.com/pub/andrei…

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What 770,000 AI Agents Taught Me About Being Human ap.xyz/p/what-770000-ai-agen…
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If genius is just compressed pattern matching, how can you increase the velocity with which you practice pattern matching?
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Some thoughts on data layers open.substack.com/pub/andrei…

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Andrei Pop retweeted
Turns out, we genuinely find joy in overcoming. While we tend to associate happiness with ease and comfort, research finds the opposite is often true… Happiness is often found by doing hard things and proving ourselves right. Do something hard this week.
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Andrei Pop retweeted
LET’S GO.
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Dollars don't chase quality, they flow because they must. Trillions in spare capacity from pensions, sovereign funds, and endowments demand deployment, and mega-unicorns like these are the only sinks big enough to absorb the flood without overflowing. It's mechanics.
Jan 9
.@zebulgar on why fewer deals are getting done: "On a deal count basis, we're basically on a strict linear decline since the peak of 2021, in terms of total deals done by all VCs across the globe, north of $5 million." "By default, you basically have fewer logos that you can chase. So you're getting more aggregation into a much smaller set of logos... At the same time, you're seeing companies stay private for much longer. So the liquidity in the public markets is getting vacuumed up by an even smaller set of companies..." "If you added up SpaceX, OpenAI, Anthropic, and xAI, it was something on the order of 60% of the total dollars deployed by VCs in that year were scooped up by those companies." "[Peter Thiel] said his biggest error of his 2010s was the impression that there's not going to be that many $100B, let alone trillion-dollar companies. But it turns out each individual 10x is actually easier than the last one. Once you're a $100B company, it's much easier to go to $1T than it was to go from $10B to $100B. It's much easier to go from $10B to $100B, than it was to go from $1B to $10B..." "In some ways, that momentum begetting momentum is making it so these companies get bigger, faster, and they're scooping up capital faster, and so some of the venture firms are getting bigger, faster."
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Andrei Pop retweeted
The most effective people I've met all maintain a gigantic locus of control and bias towards internalizing blame. Whenever something doesn't go their way, they deeply analyze the circumstances to identify what they should have done differently, or, even if they acted appropriately based on all the information available, how could they have gotten more information or taken intermediate actions to extract more signal to inform later bigger actions. They don't dwell or make excuses. They just learn and apply that learning to the future so they don't make the same mistake twice.
27 Dec 2025
Do everything in your power to never become helpless. It's a dangerous and lonely hole. Helpful people will stay as far away from you as they can because they know that you will not do anything with their help. Do not complain without being open to a solution. Do not complain if you know that you are going to do absolutely nothing to change. Do not expect anyone to give you anything. Nobody cares how bad your situation is if you clearly show that you do not want to escape it.
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Andrei Pop retweeted
27 Dec 2025
Do everything in your power to never become helpless. It's a dangerous and lonely hole. Helpful people will stay as far away from you as they can because they know that you will not do anything with their help. Do not complain without being open to a solution. Do not complain if you know that you are going to do absolutely nothing to change. Do not expect anyone to give you anything. Nobody cares how bad your situation is if you clearly show that you do not want to escape it.
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28 Dec 2025
I completely agree with David’s position, this does nothing to solve the underlying issues and is simply a corrupt mechanism attempting to legalize theft masquerading as “equality”
Replying to @RoKhanna @chamath
why not just raise income tax rates? because your real intent is not to just “provide healthcare”. you’re masking that you are proposing the creation of, for the first time in the 250 years of this American republic, an organized government seizure of private property from citizens. you’re calling it a “wealth tax” or a “billionaires tax” or “millionaires tax” or whatever nom du jour polls well. but at the end of the day, it’s the seizure of private property from citizens by the government. citizens that earned money, paid their fair taxes on those earnings (53% if they live in California) and are now being told they need to hand over after-tax assets because the government has failed to provide promised services with the revenue it’s collected, and are now re-casting their own failure to be a socio-economic inequity that must be justly resolved... a slippery slope that has never gone anywhere good (see economic effects in USSR, Cuba, Venezuela, France and Norway wealth tax etc.) the American founders fled tyranny in Europe and this amazing nation was populated by immigrants (myself and your parents) from around the world not just looking for a “better life” but for a place where they could have freedom from tyrannical governments that can take what they want from private citizens. a great nation borne of property rights, the rule of law, and endowed freedoms to believe, speak, or act. these principles led to the greatest run of innovations, successes, and widespread increase in prosperity, for all citizens, ever seen. the citizens, the individuals, not the institutions, delivered this progress. those who invented, who toiled, who bled, who sacrificed, who took risk and persevered, who led, and who changed the world, are not charlatans, kleptocrats, or oligarchs. they’re what made us all better off. prosperity is a measure of america’s success, not its failure. it is your principle that is so offensive, as evidenced by the broad disdain for your flippant flirtation with the darkest of human fantasy - socialism. you and other neo-socialists have led so many of us to reflect on America’s history and what it is becoming. that now leads so many to consider, so unnecessarily, leaving their homes for a place where everyone stands up to shout down the principle you suggest. because if your ideas are now considered moderate, it’s clear this titanic is sinking. that a “simple tax” of taking assets that have been earned, through toil and tribulation, rightly taxed, and preserved, should now be unjustly seized, is your solution to a problem of obvious government mismanagement and outright fraud, tells us that your true motivation lies not in giving people healthcare but in cutting down success and deleting the system of prosperity and opportunity for all. i don’t care, and neither should anyone else, what the sum total market value of a private citizens private assets might be. it is none of my business and should be none of yours. because, again, once you open that pandora’s box, we might as well study Lord of the Flies … there is literally nothing stopping 51% of citizens demanding that their government go out and seize 100% of the private property of the 49%. want to give healthcare to people in need? do your job and fix healthcare. make it affordable. want to be lazy about it? then do your job lazily and raise income taxes. want to take private property from private citizens who have paid their fair share of taxes and legally earned their property, then honestly declare that it is envy, not inequity, that you strive to resolve…
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28 Dec 2025
Revenue does not fix a cost problem, a leaky bucket problem, an incentive problem, a unit economics problem, or a fundamental model problem
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Andrei Pop retweeted
25 Nov 2025
the old way of scaling teams is dead: we used to hire specialists – designers, engineers, PMs – each in their lane, scaling by adding more people. but when Cursor can take you from idea to code in minutes, execution isn't the bottleneck anymore. taste and judgment are. what matters now: people who can see the full stack, move between layers, but specialize deeply in something AI can't replicate yet. T-shaped but way wider – conversant across domains, expert in one thing. AI doesn't just make you faster. it ties teams together differently. no more waterfall – designer codes the prototype, engineer extends it, both work in the same medium. the gap between disciplines disappears. this raises individual ceilings. i'm a designer who built ryOS entirely in Cursor – couldn't have done that before. but i'm not replacing engineers, i'm just removing execution barriers while keeping my design taste and systems thinking. you're not hiring for roles anymore. you're hiring for breadth depth, taste, systems thinking, learning velocity. 5 people who can work across code/design/product beat 20 specialists coordinating handoffs. the new bottlenecks are deeply human: taste, vision, judgment, context. AI explores options, but can't tell you which is right. that's where specialization matters now – in judgment, not execution. small teams, fluid boundaries, everyone working in the same tools. roles still matter but as overlapping concerns with different depths, not separate silos. tools handle execution, you handle vision. this is what we're building at Cursor – closing the gap between idea and reality. so your taste becomes the main thing, and teams have more freedom to explore crazy ideas.
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