Ice Bear

Thoughts are yours, retweets are probably some shit requiring volume I want to watch later.

[David Sunfellow @sunfellow]

https://t.co/F22Z8oYxFE

[Why would I get fat? @whygetfat]

The biggest effect of food comes from its deuterium content. More deuterium makes more inflammation. The deuterium content varies depending upon where the food was grown. Rainwater in the periphery of the continent has much higher deuterium levels

Dr. Jack Kruse: "Most people are on the allopathic or functional medicine train when they talk about GMOs. That's not the biggest effect of food as far as it goes for me. The biggest effect in food for me happens to be the water content, and I'm much more interested in where the water comes from, and where the fruit comes from based on the season that you're in. So I told my members, for example, if you're wise you'll never eat any organic food from the state of Florida or from the state of California. And the reason for that it turns out that those are two states where most of our food in the United States that's grown and considered organic is harvested. If you know anything about the way rainwater and the deuterium content works in a continent, it turns out that anything on the periphery of the continent has much higher deuterium levels. That means that it makes much larger amounts of inflammation in your body. So that means functionally from a quantum perspective that an avocado in California is not equivalent to an avocado that's, say, grown in Mexico City."

@DrJackKruse with Justin Stellman @ 33:28–34:48 (posted 2018-08-07) https://t.co/q95i0Qo59h

[Why would I get fat? @whygetfat]

"The guy who came up w/ Rest Ice Compress Elevate retracted his statement in 2015. You want to apply heat, as it expedites the healing process. It draws more inflammation to the area, which is more stem cells, more healing"—@TheWay__Forward @ 1:07:43 https://t.co/bBbHeGRZBH

[Kenjatina @Kenjatina_og]

Elon Musk just gave the clearest AI timeline we’ve heard so far.

In under 10 minutes he lays out:

1) AI surpasses all human intelligence in ~5 years
2) Humans most likely lose control within 10 years
3) Most probable outcome: an age of amazing abundance
4) “Even if there was a stop button — we probably shouldn’t press it”

This is denser and more direct than most hour-long podcasts on the topic.

If you still think AI is “just another tool”, this 10-minute segment will recalibrate you.

[Peter H. Diamandis, MD @PeterDiamandis]

https://t.co/FnqL5owKxq

[Apple Lamps @lamps_apple]

https://t.co/RcIeEeQF4k

[David D. Chapman @DavidD_Chapman]

Breaking Down Operation Epic Fury w/ @sethjlevy | The David Chapman Show Ep. 4 https://t.co/p64MmKKo7Y

[Ice Bear @IBear76]

@HayekAndKeynes And my third point…is that I have seven more points.

[Amit @HeyAmit_]

Instead of watching a 2-hour movie, watch Elon Musk explain space data centers, AI alignment, Optimus, and how he solves impossible engineering problems.

[Fran Walsh @FranWalsh73]

Two parents. Same income. Same kid's age.

One opens a Trump Account before April 15.
One assumes it's only for newborns.

By retirement:
One has $2.7M.
One has $0.

Most parents don't know this account was built for kids already born.
Here's everything you need to know: ↓

[Aariv Khanna @AarivKhanna]

8 HIDDEN GROK COMMANDS THAT 90% OF USERS DON’T KNOW

Most people use GROK like this:
“Write a post,”
“Make a list,”
“Explain this…”

But if you’re doing that, you’re missing out on 90% of its real power.

Here are 8 advanced commands that will make GROK work at its full potential:

[Nick Di Fabio @NickDiFabio1]

Anyone can publish a children’s book on Amazon & make $2000+/month from it.

The best part?

With AI, you can create the books without any artistic skills.

Here's the exact system:

[Iseunife The First @Shawnife]

Google Gemini has a feature called Guided Learning.

You can use it to learn literally anything, step by step, like a personal tutor.

Here’s how to access it.

[Hugh Hewitt @hughhewitt]

If you listen to just ONE thing today, this podcast is it. ⁦@havivrettiggur⁩ reviews the #Iran war from the viewpoint of American grand strategy. He gets it exactly right. https://t.co/I80SnDHSrj

[Apple Lamps @lamps_apple]

"I’m asking you to hold the line. Not because the President is infallible... he’s not, nobody is... but because the logic is sound. You cannot build a fortress of peace on a foundation of unresolved threats. You have to clear the ground first. That’s what’s happening."

The question you have to ask... the honest question, not the Tucker question, not the Marjorie question, the real question... is this... Could Donald Trump have achieved a permanent, lasting America First posture... the real doctrine, the thing we all voted for... without first clearing the board of the existential threats that previous administrations allowed to metastasize for decades?

The answer is no. And everybody who is being honest with themselves knows it’s no

Let me take you through it, because the details matter. They always matter with this President. He doesn’t do anything by accident. People think he’s impulsive... the media loves that narrative, “Trump is impulsive, Trump is chaotic”... but look at the timeline. Look at how this actually played out.

Venezuela: The Western Hemisphere First

Trump didn’t wake up one morning and decide to grab Maduro. This was months in the making. Years, actually, if you go back to his first term, when the Justice Department indicted Maduro on narco-terrorism charges in March 2020. Nobody did anything about it then. The indictment just sat there. Biden recognized the opposition candidate Edmundo González as the legitimate president after the stolen 2024 election, and then did absolutely nothing about it. Nothing. Just a statement.

Trump came back and started squeezing. Designated Tren de Aragua as a Foreign Terrorist Organization on Day One. Designated the Cartel of the Suns... which Maduro basically ran... as an FTO in July. Started a maritime blockade of sanctioned oil tankers in December 2025. And the whole time, by the way, he was offering Maduro off-ramps. Multiple off-ramps. Rubio was negotiating. There were back channels through Qatar. The Rodríguez siblings... Delcy and Jorge... were apparently trying to work out a deal where Maduro would go into exile. But Maduro wouldn’t go. He thought he could wait it out. He was wrong.

January 2, 2026... the operation launched. Special forces went in under cover of night. Army Warrant Officer 5 Eric Slover flew the lead Chinook into Maduro’s military fortress. Eighty-three people died, including thirty-two Cuban soldiers who were stationed there... and by the way, what were Cuban soldiers doing in Venezuela? Think about that. Cuban soldiers protecting a Venezuelan dictator. That tells you everything about the network that had to be broken.

Maduro is now in federal custody in New York. Delcy Rodríguez is the interim president, cooperating with our government. We’re marketing Venezuelan oil on global markets. The largest proven oil reserves on the planet... three hundred billion barrels, bigger than Saudi Arabia... are no longer being used to fund narco-terrorism and Cuban communism. They’re being used to benefit the American people and the Venezuelan people.

Now. Was that regime change? Technically? Yes. But here’s the critical difference... and this is what separates what Trump did from what Bush did in Iraq, what Obama did in Libya, what the whole rotten establishment has done for twenty-five years. Trump did not invade Venezuela. He did not send a hundred and fifty thousand troops. He did not dissolve the Venezuelan state. He did not fire every government employee and disband the security forces like Paul Bremer did in Iraq, which was the single stupidest decision in the history of American foreign policy, by the way. Single stupidest decision. Created ISIS. Created the entire insurgency. Because they took a million armed, trained men, humiliated them, and set them loose with nothing to do but fight.

Trump did the opposite. He took the head. Left the body. Made a deal with the body. That’s not nation-building. That’s not a forever war. That’s a surgical correction of a threat that had been allowed to fester for over two decades. Get in, remove the problem, arrange the pieces, get out. The Venezuelan state is still functioning. The military is still intact. The oil is flowing. And America is no longer dealing with a hostile narco-state in its own backyard.

We’re not building schools in Caracas. We’re not training a Venezuelan national police force. We’re not spending a trillion dollars over ten years trying to turn Venezuela into Vermont. We’re leaving. That is the doctrine. But you can’t leave a problem you haven’t solved.

Iran: The Nuclear Sword of Damocles

Iran is the harder case, and I’ll be straight with you... it’s the one that bothers people the most, and I understand why. Because Iran looks like exactly what we said we wouldn’t do. It looks like Iraq 2003. It looks like the neocons got what they always wanted. John Bolton is happy. Bill Kristol is happy. When John Bolton and Bill Kristol are happy about something you did, you should be nervous. I get it.

But Iran is not Iraq, and here is why.

Iraq in 2003 was a contained threat. Saddam didn’t have weapons of mass destruction. The intelligence was either wrong or fabricated. The threat was manufactured to justify a war that certain people in Washington wanted for ideological reasons that had nothing to do with American security. The entire premise was a lie.

Iran in 2025-2026 was an uncontained, accelerating, existential threat. This is not debatable. After Biden let the JCPOA collapse without replacing it with anything... because Biden couldn’t negotiate his way out of a parking garage... Iran was enriching uranium to near-weapons-grade levels. The IAEA confirmed it. Four hundred kilograms of uranium enriched to sixty percent. They were, by every credible estimate, within weeks of breakout capability. The regime was simultaneously funding Hamas... which carried out October 7, the worst massacre of Jewish people since the Holocaust... funding Hezbollah, funding the Houthis who were attacking global shipping in the Red Sea, and funding proxy wars across the entire Middle East.

Trump tried diplomacy first. And this is the part that everyone who’s screaming “betrayal” conveniently forgets. He wrote a letter to Khamenei in March 2025 offering negotiations. He sent Steve Witkoff to Oman for multiple rounds of talks. Five rounds of talks. Five. Khamenei wouldn’t take the deal. They were offered sanctions relief, normalization, the whole package... in exchange for dismantling the nuclear program. They said no. They kept enriching.

So in June 2025, during the Twelve-Day War with Israel, Trump sent B-2 bombers... seven of them, flying eighteen hours straight from Missouri... and dropped bunker-buster bombs on Fordow, Natanz, and Isfahan. The three main enrichment sites. Obliterated. Set the program back years. And then he said... “NOW IS THE TIME FOR PEACE.”

And what did Iran do? They tried to rebuild. They kicked out the IAEA inspectors. They refused to let anyone verify what happened to their uranium stockpiles. They kept developing missiles. The regime... Khamenei specifically... made the calculation that he could outlast Trump, rebuild the program, and eventually get the bomb anyway.

That calculation ended on February 28, 2026, when a precision strike killed Khamenei at his own residence during a meeting of senior officials. Gone. The defense minister, the IRGC commander, the secretary of the Security Council... all gone. Forty-eight senior leaders taken out, according to the President. And in the streets of Tehran... this is the part the media doesn’t want to show you... people were celebrating. Dancing. Cheering. Because the Iranian people have been hostages of this regime since 1979, and they know exactly what it is.

The cost of war is horrific and anyone who pretends there’s a way to do this without innocent people dying is lying to you. This President didn’t lie about it. He said, in his own address, “The lives of courageous American heroes may be lost, and we may have casualties... that often happens in war.” He’s telling you the truth. The question isn’t whether people will die. People were already dying... under the regime, in the protests the regime crushed by killing over seven thousand people in January alone. The question is whether the outcome justifies the cost. And the outcome... the permanent elimination of the Iranian nuclear threat, the destruction of the world’s number one state sponsor of terror, the liberation of eighty-eight million people from a medieval theocracy... is worth it. It has to be. Because the alternative was a nuclear-armed Iran, and a nuclear-armed Iran means the end of everything we’re trying to build.

Cuba: Gravity Does the Work

Cuba is the proof that the doctrine works even when you don’t fire a shot. Nobody invaded Cuba. Nobody bombed Havana. Trump simply cut the lifeline. When Maduro fell, the Venezuelan oil that kept Cuba alive disappeared. When Trump signed the executive order on January 29 threatening tariffs on any country that sells oil to Cuba, Mexico... which supplied forty-four percent of Cuba’s oil... suspended shipments. Russia called the situation “truly critical” but hasn’t sent a tanker. China made sympathetic noises but hasn’t delivered fuel.

And now Cuba is collapsing under its own weight. Eighty-nine percent of families in extreme poverty. Schools suspended. Hospitals losing power. Airlines canceling flights because there’s no jet fuel. The regime can’t even run garbage trucks. This is what sixty-seven years of communism looks like when nobody’s willing to subsidize it anymore.

Trump’s approach? “Make a deal before it’s too late.” He’s talking to people inside the Cuban system... including, reportedly, Raúl Castro’s grandson. Rubio, who understands Cuba better than anyone in government, is leading the effort. The terms haven’t been made public, but the logic is obvious... open the economy, release political prisoners, hold elections, or watch the lights go out for good. No Marines. No occupation. Just leverage, applied from a position of absolute economic dominance, and the patience to let gravity do what gravity does.

So here is where it all comes together. Here is the part where you have to step back and look at the board... the whole board, not just the square you’re standing on.

Before January 2025, the Western Hemisphere contained a hostile narco-state with the world’s largest oil reserves, a communist holdout that served as a forward base for Russian and Chinese influence ninety miles from Florida, and a Middle Eastern theocracy with an active nuclear weapons program that was funding terror organizations across three continents. Those were not theoretical threats. They were active, operational, escalating threats that any future president... of either party... would have had to deal with eventually.

The question was never whether to deal with them. The question was how. And the twenty-five-year answer from the foreign policy establishment... sanctions that didn’t work, diplomacy that got played, nation-building that wasted trillions, forever wars that killed thousands... had been tried and had failed catastrophically. Iraq proved it. Afghanistan proved it. Libya proved it.

What Trump has done in sixty days... Maduro captured, Khamenei killed, Cuba strangled into negotiation... is not a betrayal of the America First doctrine. It is the precondition for the doctrine. It’s the thing that has to happen once so that it never has to happen again.

Think of it this way. If you inherit a house with a flooded basement, a collapsing roof, and a gas leak, you don’t get to say “I’m a low-maintenance homeowner” and sit on the porch. You have to fix the emergencies first. Rip out the pipes. Replace the roof. Seal the gas line. It’s expensive. It’s messy. People are going to say “I thought you said this would be a quiet house.” And you say... “It will be. After I fix the things that are about to kill us.”

That’s what the second term has been. Emergency triage on a world that was handed to this President in a state of active decay. Not by accident, not by fate, but by the deliberate incompetence of everyone who came before.

The Trump Doctrine... the real, permanent version... is still coming. And it will look exactly like what you voted for. No permanent troop deployments in Caracas. No American military governor in Tehran. No nation-building, no democracy-exporting, no trillion-dollar reconstruction funds. Get in. Fix the emergency. Arrange cooperative locals to run things in a direction that doesn’t threaten America. Get out.

Venezuela is already on that track. The oil deal was signed within days of Maduro’s capture. Delcy Rodríguez is cooperating. American companies are investing. The troops are not staying.

Iran is going to be harder and take longer... there’s active combat right now, this weekend, as you’re reading this. Three Americans are dead. More will follow, the President himself said so. But the objective is not to occupy Iran. The objective is to break the regime’s capacity to threaten the United States and its allies, support whatever transition the Iranian people choose... and they’re already in the streets, they’ve been in the streets since December... and then leave. This is not Afghanistan. There will not be twenty years of patrols in Isfahan. There will not be a democratic transition monitored by USAID consultants who’ve never been outside the Green Zone. There will be a broken regime, a liberated population, and an American exit.

Cuba will fold without a single American boot on the ground. It’s already happening.

And when it’s done... when the threats that took decades to build have been eliminated in months... the doctrine takes hold. Not as a slogan on a hat. Not as a campaign promise that sounds good in a rally and dissolves on contact with reality. As an actual, operational, strategic posture that future presidents will inherit and maintain, because the conditions that required intervention will no longer exist.

No Iranian nuclear program to contain. No Venezuelan narco-pipeline to interdict. No Cuban forward base to monitor. No justification for the next generation of neocons to drag us into the next Iraq.

That’s the vision. That’s what the second term is building toward. And I know it’s painful right now. I know three families are grieving tonight. I know more will grieve before this is over. And I know it looks, from the outside, like everything we were promised has been broken.

But I’m asking you to hold the line. Not because the President is infallible... he’s not, nobody is... but because the logic is sound. You cannot build a fortress of peace on a foundation of unresolved threats. You have to clear the ground first. That’s what’s happening. It’s ugly and it’s costly and it was never going to look the way anyone wanted it to look.

But the house will be clean. And then we maintain it. And then... finally, for the first time in a generation... we stop sending our kids to die in countries that hate us.

That’s the Trump Doctrine. Not the opening act. The final destination. And we’re almost there.

[Anish Moonka @anishmoonka]

Marc Andreessen just dropped ~105 mins on Lenny's Podcast covering AI, jobs, careers, and why everyone is panicking about the wrong thing.

Just the clearest macro framework I've heard on where AI actually lands.

My notes:

𝟭. 𝗔𝗜 𝗶𝘀 𝗮𝗿𝗿𝗶𝘃𝗶𝗻𝗴 𝗮𝘁 𝘁𝗵𝗲 𝗲𝘅𝗮𝗰𝘁 𝗺𝗼𝗺𝗲𝗻𝘁 𝗵𝘂𝗺𝗮𝗻𝗶𝘁𝘆 𝗻𝗲𝗲𝗱𝘀 𝗶𝘁.

US productivity growth has been running at half the rate of the 1940-1970 era and a third the rate of 1870-1940. The global population is declining below replacement in dozens of countries, including China. Without AI, we would be panicking about economies shrinking from depopulation, not job loss.

The timing is almost miraculous. This is what Andreessen means when he says the real boom has not started yet. We have been in a 50-year productivity drought, and most people do not even realize it.

𝟮. 𝗔𝗜 𝗶𝘀 𝘁𝗵𝗲 𝗽𝗵𝗶𝗹𝗼𝘀𝗼𝗽𝗵𝗲𝗿'𝘀 𝘀𝘁𝗼𝗻𝗲.

Isaac Newton spent decades trying to transmute lead into gold and never succeeded. AI does something more powerful: it converts sand (silicon) into thought. The most common material in the world is the rarest output.

This one metaphor reframes the entire AI conversation. You do not have a job loss problem. You have a philosopher's stone sitting on your desk that you are not using enough.

𝟯. 𝗔𝗜 𝗺𝗮𝗸𝗲𝘀 𝗴𝗼𝗼𝗱 𝗽𝗲𝗼𝗽𝗹𝗲 𝘃𝗲𝗿𝘆 𝗴𝗼𝗼𝗱, 𝗮𝗻𝗱 𝘃𝗲𝗿𝘆 𝗴𝗼𝗼𝗱 𝗽𝗲𝗼𝗽𝗹𝗲 𝘀𝗽𝗲𝗰𝘁𝗮𝗰𝘂𝗹𝗮𝗿𝗹𝘆 𝗴𝗿𝗲𝗮𝘁.

The best coders right now are not reporting 2x productivity. They are reporting 10x. The gap between "pretty good with AI" and "elite with AI" is widening, not narrowing.

This is the most important signal for career planning right now. If you are just using AI to do the same job slightly faster, you are leaving the real leverage on the table.

𝟰. 𝗧𝗵𝗲𝗿𝗲'𝘀 𝗮 𝗠𝗲𝘅𝗶𝗰𝗮𝗻 𝘀𝘁𝗮𝗻𝗱𝗼𝗳𝗳 𝗯𝗲𝘁𝘄𝗲𝗲𝗻 𝗣𝗠𝘀, 𝗲𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝘀, 𝗮𝗻𝗱 𝗱𝗲𝘀𝗶𝗴𝗻𝗲𝗿𝘀.

Every engineer now thinks they can be a PM and designer. Every PM thinks they can code and design. Every designer knows they can do both. And they are all correct, because AI enables each role to absorb the tasks of the other two.

I have seen this firsthand in the investing world. The analyst who can build models and write narratives is 5x more valuable than someone who can do only one. The same convergence is happening in the product.

𝟱. 𝗙𝗼𝗿𝗴𝗲𝘁 𝗧-𝘀𝗵𝗮𝗽𝗲𝗱. 𝗕𝘂𝗶𝗹𝗱 𝗮𝗻 𝗘-𝘀𝗵𝗮𝗽𝗲𝗱 𝗰𝗮𝗿𝗲𝗲𝗿.

Scott Adams could not have created Dilbert by being the world's best cartoonist or the world's best business mind. He needed both. The additive effect of two skills is more than double. Three skills are more than triple. Larry Summers puts it differently: don't be fungible.

The person who can code, design, and ship a product is no longer a unicorn. They are the new baseline for "extremely valuable." If you are only one of those three things, you are increasingly replaceable.

𝟲. 𝗝𝗼𝗯𝘀 𝗮𝗿𝗲 𝗯𝘂𝗻𝗱𝗹𝗲𝘀 𝗼𝗳 𝘁𝗮𝘀𝗸𝘀. 𝗧𝗮𝘀𝗸𝘀 𝗰𝗵𝗮𝗻𝗴𝗲. 𝗝𝗼𝗯𝘀 𝗽𝗲𝗿𝘀𝗶𝘀𝘁.

Executives never typed their own emails in the 1970s. Secretaries printed incoming emails and hand-delivered them. Both roles survived the transition, just with different task sets. The same will happen with AI and coding, PM work, and design.

Everyone obsessing over "will my job disappear" is asking the wrong question. The right question is: which tasks in my job are about to rotate, and am I ready to pick up the new ones?

𝟳. 𝗔𝗜 𝗰𝗼𝗱𝗶𝗻𝗴 𝗶𝘀 𝗷𝘂𝘀𝘁 𝘁𝗵𝗲 𝗻𝗲𝘅𝘁 𝗮𝗯𝘀𝘁𝗿𝗮𝗰𝘁𝗶𝗼𝗻 𝗹𝗮𝘆𝗲𝗿.

We went from human calculators to machine code to assembly to C to scripting languages. Each layer was dismissed by the previous generation. Each time, the new layer won, and total coding employment grew. AI coding is the same pattern, not a rupture.

The Perl programmers of 2005, laughing at JavaScript, are the C programmers of 1995, laughing at scripting. History rhymes, and it always rewards the people who adopt the next abstraction first.

𝟴. 𝗔𝗜 𝘁𝘂𝘁𝗼𝗿𝗶𝗻𝗴 𝗱𝗲𝗺𝗼𝗰𝗿𝗮𝘁𝗶𝘇𝗲𝘀 𝗲𝗹𝗶𝘁𝗲 𝗲𝗱𝘂𝗰𝗮𝘁𝗶𝗼𝗻.

One-on-one tutoring is the only method proven to move a student from the 50th to the 99th percentile (Bloom's two sigma effect). It used to require being born into royalty. Alexander the Great was tutored by Aristotle. Now, any kid with a phone can access the same quality of personalized instruction.

This is the most under-discussed consequence of AI. Every parent reading this should be supplementing their kid's education with structured AI tutoring right now. Not next year. Now.

𝟵. 𝗣𝗲𝘁𝗲𝗿 𝗧𝗵𝗶𝗲𝗹 𝘄𝗮𝘀 𝗺𝗼𝗿𝗲 𝗿𝗶𝗴𝗵𝘁 𝘁𝗵𝗮𝗻 𝗔𝗻𝗱𝗿𝗲𝗲𝘀𝘀𝗲𝗻 𝗼𝗿𝗶𝗴𝗶𝗻𝗮𝗹𝗹𝘆 𝗮𝗱𝗺𝗶𝘁𝘁𝗲𝗱.

Progress in bits masked stagnation in atoms. The built world is barely different from 50 years ago. Same bridges from the 1930s, same dams from the 1910s. Cartels, monopolies, unions, and regulations prevent the rate of change that people had 100 years ago.

This is also why AI will not transform everything overnight. Institutional sclerosis is real. Healthcare alone could take a generation. If you are building in atoms, budget for a war of attrition, not a blitzkrieg.

𝟭𝟬. 𝗠𝗼𝗮𝘁𝘀 𝗶𝗻 𝗔𝗜 𝗮𝗿𝗲 𝗴𝗲𝗻𝘂𝗶𝗻𝗲𝗹𝘆 𝘂𝗻𝗸𝗻𝗼𝘄𝗻.

Within a year of ChatGPT's launch, five American companies, five Chinese companies, and open-source all had roughly equivalent models. DeepSeek emerged from a hedge fund in China and basically replicated the American labs' work. The smartest AI insiders privately admit there aren't many real secrets among the big labs.

This is the most honest take I have heard from a top-tier VC. No one knows if the value accrues to models, apps, or infrastructure. Anyone who tells you otherwise is selling you certainty they do not have.

𝟭𝟭. 𝗔𝗜 𝗜𝗤 𝘄𝗶𝗹𝗹 𝗯𝗹𝗼𝘄 𝗽𝗮𝘀𝘁 𝗵𝘂𝗺𝗮𝗻 𝗹𝗶𝗺𝗶𝘁𝘀.

Human IQ caps around 160 because of biology. Current AI models test around 130-140. There is no theoretical ceiling stopping AI from reaching 200, 250, or 300. The concept of AGI as a "human equivalent" will be a footnote because AI will race past that threshold.

This is the frame that makes the "will AI take my job" debate feel small. We are not building a replacement for human thought. We are building something that will be better than the best human thought has ever been.

𝟭𝟮. 𝗧𝗵𝗲 𝗯𝗲𝘀𝘁 𝗳𝗼𝘂𝗻𝗱𝗲𝗿𝘀 𝗮𝗿𝗲 𝗿𝗲𝘁𝗵𝗶𝗻𝗸𝗶𝗻𝗴 𝘄𝗵𝗮𝘁 𝗮 𝗰𝗼𝗺𝗽𝗮𝗻𝘆 𝗲𝘃𝗲𝗻 𝗶𝘀.

Layer one: AI redefines products. Layer two: AI redefines jobs within companies. Layer three, which has not dropped yet: AI redefines the very concept of having a company. The holy grail is the one-person, billion-dollar outcome, and the best founders are chasing it.

Satoshi did it with Bitcoin. Instagram and WhatsApp came close with tiny teams. The question is no longer if this is possible with software. The question is how many of these we will see in the next five years.

AI is the philosopher's stone. The question is whether you pick it up.

The full podcast is worth your time. Link in replies.

[Amit @HeyAmit_]

Instead of watching a 2-hour movie, watch this video break down how AI is about to reshape jobs, money, and power over the next decade.

[Kurnia Bijaksana @mkbijaksana]

Don't waste this year. Study this important subject. Get rich, or at least make much money

Thank me later

This is the Beginner Roadmap to Master AI Agents

[Muhammad Ayan @socialwithaayan]

🚨 BREAKING: Anthropic just released their official prompt engineering course and it's free.

Interactive Jupyter notebooks covering:

→ Basic to advanced prompting techniques
→ Chain-of-thought and tool use
→ Real agent patterns from the Claude team

12,200 stars (+2,459 this week).

The only prompt engineering course you actually need

[Peter Agboola @baba_Omoloro]

Anthropic has launched free courses to master AI with certificates for $0.00

https://t.co/hwJvuJHIdo