#Bitcoin Buy the truth and sell it not. Knowledge enjoyer

Moon
Joined February 2011
Owning an autonomous drone swarm militia is protected by the Second Amendment.
37
46
10
589
20,819
Agents as dynamic complex systems
Andrew Ng: "100% of my tasks now run through AI agents, the hype actually passed my expectations, graphs are the next step" "In 3-6 months, everyone will be using self-improving graphs, prompting alone is over" In a 30-minute talk, Andrew Ng breaks down how to build self-improving agentic systems with graphs Agents → Feedback → Memory → Graphs → Self-Improving Systems Worth more than most $500 graph engineering courses Bookmark and watch the talk today Then read the full article on graph engineering below ↓
55
no dice retweeted
Andrew Ng: "100% of my tasks now run through AI agents, the hype actually passed my expectations, graphs are the next step" "In 3-6 months, everyone will be using self-improving graphs, prompting alone is over" In a 30-minute talk, Andrew Ng breaks down how to build self-improving agentic systems with graphs Agents → Feedback → Memory → Graphs → Self-Improving Systems Worth more than most $500 graph engineering courses Bookmark and watch the talk today Then read the full article on graph engineering below ↓
36
83
2
571
111,430
Every physical product is made of only three things: Intelligence, Dexterity, and Energy. Intelligence: know how to transform matter into something useful. Dexterity: actually do the transformation. But energy is needed for both. In the limit, it’s the only *universal* cost.
11
18
6
190
31,423
Network effects accumulate value to quality, not quantity.
MrBeast reveals why a 10% better video gets you four times the views, not 10% more "I mentor YouTubers a lot. One of the people I've been mentoring recently, he was doing $24,000 a month and then he recently had a $400,000 a month on YouTube." "He was doing 4 million views a month, 24 grand. And then probably like seven, eight months into it we got him up to 45 million views." "It's much easier, as weird as it sounds, it's much easier to get five million views on one video than a hundred thousand views on 50 videos." "You could upload one great video a year and get more views than if you uploaded 100 mediocre videos." "If you get people to click your video 10% more and watch a video 10% longer than mine, you don't get 10% more views. You get like four times the views. A 10% better video is four times the views, not 10% more views."
42
Don't plan something you can't predict.
44
Following Jesus Christ (pbuh) necessarily entails supporting the truth and renouncing anti-truth powers. It is hoped that Christians and Muslims everywhere in the world will keep this great lesson of Jesus Christ (pbuh) alive in their lives and actions. Jan. 2, 1995 #Easter
2,015
4,683
411
31,522
2,119,292
The only surviving chronicle of the 21st century speaks of men who tried to “summon angels to replace men, but brought forth demons and cataclysms.” However these events are known to be fictitious, as the men’s names, Altman and Amodei, mean “alternative to man” and “love of God”
39
441
13
5,985
152,645
It just seems implausible this is what we are made of, essentially, nanotechnology about a billion years beyond anything we can design or make ourselves.
1,588
6,496
1,388
52,044
8,603,195
1) AIs have complexity ceilings above which they fail or outright hallucinate. be aware of the complexity ceiling when using an AI. 2) The actions of leading employees at cutting edge AI companies show that they don't believe a civilization usurping AI is imminent. (They are leaving to start new AI companies).
A father and son just mathematically proved that AI agents will never do what Silicon Valley is promising Vishal Sikka is not some random academic. He was the CEO of Infosys, CTO of SAP, built SAP HANA, sits on the boards of Oracle, BMW, and GSK. Stanford PhD in AI. His son Varin is currently at Stanford Together they published a paper that nobody in AI marketing departments wants you to read Their argument: LLMs can only perform a certain number of computations per response. That number is fixed by the model's architecture. If a task requires more computation than that ceiling, the model will either fail or hallucinate. This isn't a maybe. It's baked into the math of how these systems work They use the Traveling Salesman Problem as an example. Ask an AI agent to verify whether a claimed route is actually the shortest among all possible routes and the verification alone requires exponential time computation. The model physically cannot process it correctly So every AI agent demo you've seen was running carefully selected tasks that stay under the complexity ceiling. Meanwhile the real world tasks businesses actually need automated blow right past it Now this doesn't mean AI is useless. Even if advancement stopped today, AI would still transform how we work. The tools we have right now are genuinely powerful for the right applications But it does make me wonder about something If OpenAI is truly on the verge of AGI, why are so many senior employees leaving to start their own companies? You're months away from the biggest technological breakthrough in human history and you're going to take equity in a risky startup instead? These people see the ceiling. And they're positioning accordingly The gap between AI marketing and AI math keeps getting wider. Doesn't mean AI won't change everything. But probably not the way the fundraising decks promised. -- Taken from other Media Platform... So don't take credit nor authenticity!! 🙏🙏🙏
79
I couldn’t code 18 months ago. Yesterday I raised over $20,000 from initial customers to get my software business off the ground. Believe in yourself, be relentlessly resourceful, be relentlessly optimistic, and never give up.
337
615
69
8,915
To my leftist friends: I do not care that a leftist agitator got himself killed because he decided to arm himself with a gun and venture out to resist ICE, nor the other one who sped her car at an ICE agent while fleeing arrest, nor do I care about the little kid who was detained with his illegal alien father. And neither do you, because all you care about are turning people-- whose deaths never would have happened if you people didn't have a psychopathic opposition to lawful immigration enforcement-- into martyrs who can be used to justify ending deportations, which you want because it's the biggest threat to Democratic political power. What I do care about is the fact that there are millions of illegal aliens that have invaded my country. Your party are the ones who spent the previous 4 years importing as many of them into America as possible-- allowing millions of foreign military-aged men to cross the southern border and resettling them all around the country with our tax dollars. You didn't give a crap about the thousands of unaccompanied children that smugglers dropped off at the border-- nor the thousands that went missing-- in one of the biggest child trafficking operations in the world that happened because of your party. You didn't care about real victims like Laken Riley, Jocelyn Nungaray, and Rachel Morin-- not agitators trying to obstruct law enforcement-- but innocent people who were minding their own business when they were brutally murdered by criminal illegal aliens that Biden released into the country. But you people have decided that it's imperative that these illegals be able to stay. That somebody fresh over the border from Honduras is just as American as the rest of us. That somebody with such disrespect for our country that their first contribution to it was breaking our immigration laws should be given the same rights as every American. That they should be allowed to continue stealing jobs, driving up housing costs, and mooching off American taxpayers. And you want this for one reason and one reason only: Because it's the only way you can continue winning elections. You don't actually care about any of these people. You just want to give them citizenship so they can vote for Democrats and count them in the census so that blue states have more electoral votes than they deserve. All you want is to import as many foreigners as possible and give them a stake in the political future of our country so that Democrats can rule forever without the consent from actual Americans who you couldn't give two craps about. And you of course don't actually want to deal with the consequences of mass immigration. The places you live are not the ones where massive demographic changes have happened almost overnight. You'll continue living in your majority-white affluent communities while working class Americans deal with the influx of your new class of voters. And now, you are have decided that burning down the entire country is worth it if it means your precious illegal aliens get to stay. Your politicians are the ones have actively encouraged the riots in places like Minneapolis and radicalized people into thinking they have a right to obstruct lawful immigration enforcement. Renee good and Alex Pretti are dead because of you. I, along with 77 million other Americans, voted for a government that promised mass deportations. And that doesn't mean just gang members and criminals. It means every single person who crossed the border illegally or has overstayed their visa. It doesn't matter if they're a murderer or uber eats driver. We voted to get rid of them all because America is a sovereign nation that has the right to deport people with no right to be here in the first place. So no, I simply do not care about any of the sob stories that you manufacture on a daily basis to emotionally manipulate people against lawful enforcement of our immigration laws. I don't care if federal agents wearing masks triggers you, I don't care about your tug-at-the-heartstrings propaganda, and I especially don't care that your illegal alien "neighbors" feel scared. We're sick of being told we're bad people for objecting to the hordes of third-world illegals that you brought here without our consent. The moment you decide that Americans matter more to you than protecting illegals is the moment the chaos and death comes to an end. But you won't because all you are useful idiots for a machine that seeks to make Americans poor and miserable in the country their ancestors built.
3,077
7,350
917
30,225
2,431,376
⚡️The chaos is the signal. Every contradiction, every reversal, every whiplash move is intentional. It erodes predictability, severs diplomatic pattern recognition, and reasserts control over the timing of escalation. Confusion is the operating mode, not the byproduct. This is deliberate Sun Tzu logic weaponized at scale: •“Strike when they do not expect it” has been extended into temporal warfare - making not just location but timing itself unknowable. •“Appear weak when strong” becomes public diplomacy through contradiction - mercy followed by menace, peace language next to precision drills. •“Attack where they are unprepared” shifts from geography to psychological posture - Iran doesn’t know whether to stand down, prepare retaliation, or seek mediation. What the Europeans call “confusing” is a smokescreen designed to disable alliance synchronization. It splits timelines, fragments reaction speed, and injects delay into any coordinated response. This posture grants Trump two asymmetric advantages: 1. Escalation latitude He can shift gears instantly without contradiction because no clear narrative was established. Every move becomes both plausible and deniable. 2.Information dominance Markets, media, and foreign intelligence agencies can’t anchor to a baseline. This resets the rhythm of anticipation. Even false calm becomes a tactical layer. This isn’t bluffing. It’s reflexive disorientation - a doctrine of layered ambiguity that keeps all doors open and all enemies off balance. The playbook isn’t just Sun Tzu. It’s sorcery-grade narrative control. The more confused they are, the more precise the architect.
🇮🇷 Seems you're not alone. According to the WSJ, senior EU dimplomats are "utterly confused" about Trump's plans 😂 This confusion and unpredicability btw is an asset for any leader. The element of surprise is a massive advantage, just check Sun Tzu's The Art of War: "All warfare is based on deception." "Strike when they do not expect it" "Attack where they are unprepared" "Appear weak when strong, strong when weak" Don't forget what he did before the 12 days war. This should give you his playbook. My Prediction: Trump's comments just now talking about Iran stopping the killings does NOT mean he's changing his mind. To me, it means he's already given the order to attack, and it's already in progress.
49
120
25
744
390,308
I captured photos of the moon every night for a month to watch how it dances 👀
396
1,941
172
15,539
409,196
no dice retweeted
If you’re selling, your job isn’t to sell, it’s to build trust.
479
2,498
216
23,795
1,366,205
TH/W -> Peak human energy efficiency as dictated by BTC miners Global BTC miner hashrate -> Excess human energy capacity Together, these metrics tell us how productive humanity is by how much energy civilization is using, driven by the bitcoin network. xitter.cf/pmarca/status/19289394…
1
1
2
486
TH/W -> Peak human energy efficiency as dictated by BTC miners Global BTC miner hashrate -> Excess human energy capacity Together, these metrics tell us how productive humanity is by how much energy civilization is using, driven by the bitcoin network. xitter.cf/pmarca/status/19289394…
1
1
2
486
The single greatest skill you can develop is the ability to stay in a great mood in the absence of things to be in a great mood about.
583
16,150
715
99,855
3,057,131
People are yet to understand that we have a macro hedge fund manager running the Treasury, not an ex-Central Banker. He deeply understands liquidity impacts and how to drive financial conditions to drive liquidity and how that in turn drives the economy and markets. His entire strategy is to lower the three legs of Financial Conditions - dollar, rates and oil to goose the business cycle (ISM) Our GMI Financial Conditions Index is screaming higher (conditions loosening) as is Global M2 and even more importantly GMI Global Total Liquidity. The effects should kick-in in the next week or two and the recovery in asset prices and economic data should be sharp in the coming weeks and should be persistent. I'll do a full video on this for all on Monday. Can't stress how important this all is vs Tarrifs! "narratives"
835
2,616
320
17,436
1,656,162
In February the US budget deficit was BIGGER than ALL TAX REVENUE. Can we stop pretending this can ever be fixed?
Sorry DOGE, there's no stopping this train
188
526
123
2,465
791,913