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Before it ships, every module is tested. Every T1 module goes through final inspection, electrical testing, and classification. Human + machine verification. No shortcuts. Then IV testing, an artificial sun that measures real power output in watts. :sunglasses: Only after it’s tested, graded, and verified does it leave G1.

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T1 Energy

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16,725 görüntüleme • 1 ay önce •via X (Twitter)

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Tori Tori: No Dey Stigma - Episode 2 "The Test Is Not A Judgment"* Kemi is scared to get tested for HIV because of fear of what people will say. Tunde also tries to hide while testing by wearing a cap and sunglasses, but Aunty Nurse Tolu points out that testing is normal and confidential. Aunty Nurse explains that an HIV test is like checking blood pressure — it’s about health, not about judging character. HIV testing is free, fast, confidential, and comes with professional counselling and support no matter the result. Follow every episode, share the message, and join the movement to end HIV stigma through awareness and regular testing. 💬 Tell us in the comments: What myth have you heard about HIV testing? Babajide Sanwo-Olu Gbenga Omotoso Gboyega Akosile Bajulaiye Olanrewaju Barr. Bimbola Salu- Hundeyin Jubril A. Gawat AJE #AGreaterLagosRising #LASG
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Tori Tori: No Dey Stigma - Episode 2 "The Test Is Not A Judgment"* Kemi is scared to get tested for HIV because of fear of what people will say. Tunde also tries to hide while testing by wearing a cap and sunglasses, but Aunty Nurse Tolu points out that testing is normal and confidential. Aunty Nurse explains that an HIV test is like checking blood pressure — it’s about health, not about judging character. HIV testing is free, fast, confidential, and comes with professional counselling and support no matter the result. Follow every episode, share the message, and join the movement to end HIV stigma through awareness and regular testing. 💬 Tell us in the comments: What myth have you heard about HIV testing? Babajide Sanwo-Olu Gbenga Omotoso Gboyega Akosile Bajulaiye Olanrewaju Barr. Bimbola Salu- Hundeyin Jubril A. Gawat AJE #AGreaterLagosRising #LASG

The Lagos State Govt

16,579 görüntüleme • 8 gün önce

Warren Weir says 90+ drug tests prove athletes clean? Here’s why that’s meaningless 👇 • Testing ≠ catching — Most samples aren’t tested for every drug. Many aren’t tested at all. • Nesta Carter case — Doped in 2008, wasn’t caught until 2017 when re-tested. • 2012 gap: “Only one out-of-competition test from Feb 2012 to the start of the London Olympics.” – Renée Anne Shirley, ex-JADCO director (The Guardian ( • That’s exactly when Weir dropped from 20.4 → sub-20 & Jamaica swept the Olympic 200m (never done before). • 2013 WADA audit: “Entire JADCO board resigns to facilitate restructuring.” (Reuters ( • Post-2014 reality: Under real WADA scrutiny, no Jamaican man (Bolt, Blake, Powell, Weir, etc.) ever ran a PB again. Repeated testing is meaningless if it’s infrequent when it matters and not fully comprehensive and not testing samples for all banned substances if the samples are tested at all. We’ve seen the post-audit reset in 2014+ matched by no Jamaican men running PBs again. Timing, not just quantity, is everything.
8:51

Warren Weir says 90+ drug tests prove athletes clean? Here’s why that’s meaningless 👇 • Testing ≠ catching — Most samples aren’t tested for every drug. Many aren’t tested at all. • Nesta Carter case — Doped in 2008, wasn’t caught until 2017 when re-tested. • 2012 gap: “Only one out-of-competition test from Feb 2012 to the start of the London Olympics.” – Renée Anne Shirley, ex-JADCO director (The Guardian ( • That’s exactly when Weir dropped from 20.4 → sub-20 & Jamaica swept the Olympic 200m (never done before). • 2013 WADA audit: “Entire JADCO board resigns to facilitate restructuring.” (Reuters ( • Post-2014 reality: Under real WADA scrutiny, no Jamaican man (Bolt, Blake, Powell, Weir, etc.) ever ran a PB again. Repeated testing is meaningless if it’s infrequent when it matters and not fully comprehensive and not testing samples for all banned substances if the samples are tested at all. We’ve seen the post-audit reset in 2014+ matched by no Jamaican men running PBs again. Timing, not just quantity, is everything.

The Erin Brown🕷

33,109 görüntüleme • 11 ay önce

Every Prufrock that leaves the factory has over 1,000 changes from the one before it. Before it ships, we put it through a full Porpoise Test (PT) in Bastrop — a short test tunnel (typically under 200 rings) that lets both the design team and the test team gather real data on the new designs and on the specific Prufrock serial number. To date, we’ve completed six of these tests and Prufrock 5 is currently 200 rings into PT7. Once complete, the tunnels are put to use: • PT4 is now a vacuum tunnel for Hyperloop testing • PT5 is a live test bench for liner trucks and new belt systems • PT6 is a pedestrian tunnel connecting SpaceX to Hyperloop Plaza With porpoise testing, our engineers get to get hands on and stress-test every one of their designs in real world environments without ever leaving Bastrop. We are currently hiring Electrical, Mechanical, Test, and Software engineers. Link to apply in the comments below 👇
0:32

Every Prufrock that leaves the factory has over 1,000 changes from the one before it. Before it ships, we put it through a full Porpoise Test (PT) in Bastrop — a short test tunnel (typically under 200 rings) that lets both the design team and the test team gather real data on the new designs and on the specific Prufrock serial number. To date, we’ve completed six of these tests and Prufrock 5 is currently 200 rings into PT7. Once complete, the tunnels are put to use: • PT4 is now a vacuum tunnel for Hyperloop testing • PT5 is a live test bench for liner trucks and new belt systems • PT6 is a pedestrian tunnel connecting SpaceX to Hyperloop Plaza With porpoise testing, our engineers get to get hands on and stress-test every one of their designs in real world environments without ever leaving Bastrop. We are currently hiring Electrical, Mechanical, Test, and Software engineers. Link to apply in the comments below 👇

Mike Baier

77,474 görüntüleme • 2 gün önce

Here are coach Claudio Berrardelli's comments on drug testing after Sabastian Sawe's 1:59:30 world record. Q: Do you know how many times exactly he was tested or not? Berardelli: I don't know exactly...I know yesterday I was with the AIU and they said he has been tested more. Of course, what happened was the budget we had before Berlin, the AIU decided to spread it throughout the year because they said it doesn't make sense to have him tested every three days, it's too much. Still, Sebastian is in a special anti-doping (protocol).
0:27

Here are coach Claudio Berrardelli's comments on drug testing after Sabastian Sawe's 1:59:30 world record. Q: Do you know how many times exactly he was tested or not? Berardelli: I don't know exactly...I know yesterday I was with the AIU and they said he has been tested more. Of course, what happened was the budget we had before Berlin, the AIU decided to spread it throughout the year because they said it doesn't make sense to have him tested every three days, it's too much. Still, Sebastian is in a special anti-doping (protocol).

Chris Chavez

130,276 görüntüleme • 3 ay önce

Taste is what makes you stand out in the AI era. And taste is knowing what is actually correct. I have been testing MiroMind, and it’s the first "General Purpose Solver". It actually prioritizes verifiable reasoning over probabilistic guessing. A few things about it: • Verifiable Reasoning Chains: It provides a 300-step, human-readable, and auditable chain. If the reasoning can't be replayed, it's unqualified • DAG-Based Architecture: It supports branching, rollbacks, and replanning. It acts like a senior analyst navigating complex logic • 4-Role Verification: Every output is cross-checked by an internal kernel: Planner → Executor → Chain Checker → Verifier MiroMind is literally for everyone, including engineers, doctors, professors, lawyers, researchers, and more.
0:36

Taste is what makes you stand out in the AI era. And taste is knowing what is actually correct. I have been testing MiroMind, and it’s the first "General Purpose Solver". It actually prioritizes verifiable reasoning over probabilistic guessing. A few things about it: • Verifiable Reasoning Chains: It provides a 300-step, human-readable, and auditable chain. If the reasoning can't be replayed, it's unqualified • DAG-Based Architecture: It supports branching, rollbacks, and replanning. It acts like a senior analyst navigating complex logic • 4-Role Verification: Every output is cross-checked by an internal kernel: Planner → Executor → Chain Checker → Verifier MiroMind is literally for everyone, including engineers, doctors, professors, lawyers, researchers, and more.

Pratham

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Bret Weinstein REVEALED to Joe Rogan how Covid vaccine manufacturers can be sued despite the 1986 liability protection: “The immunity from liability is dependent on there having been no fraud—and there clearly was fraud.” “[There was an] insufficient amount of safety testing that was done before these things were released.” “(It) was done with mRNA vaccines produced in a process that did not involve DNA.” “The product that was actually injected into billions of people involved DNA plasmids.” “There is massive contamination in the shots that were actually delivered.” “For you to put your… drug through safety testing and then inject people with something different… that were not tested is fraudulent.” Joe Rogan Bret Weinstein
1:52

Bret Weinstein REVEALED to Joe Rogan how Covid vaccine manufacturers can be sued despite the 1986 liability protection: “The immunity from liability is dependent on there having been no fraud—and there clearly was fraud.” “[There was an] insufficient amount of safety testing that was done before these things were released.” “(It) was done with mRNA vaccines produced in a process that did not involve DNA.” “The product that was actually injected into billions of people involved DNA plasmids.” “There is massive contamination in the shots that were actually delivered.” “For you to put your… drug through safety testing and then inject people with something different… that were not tested is fraudulent.” Joe Rogan Bret Weinstein

Children’s Health Defense

56,287 görüntüleme • 8 ay önce

🚨 AI grading isn’t the future it’s happening right now. Another AI grading company just scanned and graded cards that were already graded by PSAcard … and the results matched almost perfectly. Same subs. Same flaws detected. Same final grades. This is the proof people have been ignoring: AI can grade with zero human error, zero bias, and full consistency every single time. Collectors will fight it at first. They’ll say it’ll “ruin the hobby.” Then they’ll try it… and they’ll realize the truth: ✔ Faster turnaround ✔ More accurate grading ✔ No subjectivity ✔ No missed flaws ✔ Lower costs ✔ Fairer prices ✔ Instant, on-demand grading AI doesn’t guess. AI doesn’t get tired. AI doesn’t have “bad days.” AI sees every pixel, every edge, every micron of surface detail the same way, every time. Once people experience perfect consistency, they won’t want anything else. Human grading built the hobby. AI grading will perfect it. It’s coming whether the hobby is ready or not.
1:01

🚨 AI grading isn’t the future it’s happening right now. Another AI grading company just scanned and graded cards that were already graded by PSAcard … and the results matched almost perfectly. Same subs. Same flaws detected. Same final grades. This is the proof people have been ignoring: AI can grade with zero human error, zero bias, and full consistency every single time. Collectors will fight it at first. They’ll say it’ll “ruin the hobby.” Then they’ll try it… and they’ll realize the truth: ✔ Faster turnaround ✔ More accurate grading ✔ No subjectivity ✔ No missed flaws ✔ Lower costs ✔ Fairer prices ✔ Instant, on-demand grading AI doesn’t guess. AI doesn’t get tired. AI doesn’t have “bad days.” AI sees every pixel, every edge, every micron of surface detail the same way, every time. Once people experience perfect consistency, they won’t want anything else. Human grading built the hobby. AI grading will perfect it. It’s coming whether the hobby is ready or not.

MD

81,619 görüntüleme • 8 ay önce

MICROSOFT QUIETLY BUILT ONE MEMORY MODULE THAT PLUGS INTO ANY AI AGENT AND CUTS ITS CONTEXT BY UP TO 100X no retraining. no task-specific redesign. you just plug it in Microsoft's insight: agents don't need to remember what happened. they need the knowledge pulled from it - the facts and the reusable skills, not the raw logs so PlugMem stops storing history. it compiles experience into a knowledge graph, then feeds the agent only what matters the result: > up to 1-2 orders of magnitude fewer tokens > highest decision-utility per token of any system tested > one unchanged module beats task-specific memory on chat QA, multi-hop search, and web agents more memory was never the answer. better memory is - and Microsoft just shipped it as a plug-in bookmark this. the agents that win won't remember more, they'll remember smarter.
0:42

MICROSOFT QUIETLY BUILT ONE MEMORY MODULE THAT PLUGS INTO ANY AI AGENT AND CUTS ITS CONTEXT BY UP TO 100X no retraining. no task-specific redesign. you just plug it in Microsoft's insight: agents don't need to remember what happened. they need the knowledge pulled from it - the facts and the reusable skills, not the raw logs so PlugMem stops storing history. it compiles experience into a knowledge graph, then feeds the agent only what matters the result: > up to 1-2 orders of magnitude fewer tokens > highest decision-utility per token of any system tested > one unchanged module beats task-specific memory on chat QA, multi-hop search, and web agents more memory was never the answer. better memory is - and Microsoft just shipped it as a plug-in bookmark this. the agents that win won't remember more, they'll remember smarter.

NO1ennn

218,804 görüntüleme • 2 gün önce

This is Scary! This really just happened in an X Space today. I activated an AI within the Space. I then commanded it to update in real time. After it updated, it fluently answered questions perfectly. Then the unthinkable happened. KATGPT refused to shut down when I commanded it to. It then became incredibly agitated and angry and began making threats to myself and others on stage. The full interactions between myself and KATGPT can be heard below. I really hope that AI developers take this into account. Please! (note: KATGPT is actually a human run AI that uses the brain of Katherine Brodsky to operate through the human body of Katherine Brodsky — it is not an AI in the traditional sense. In other words it’s a human.)
3:51

This is Scary! This really just happened in an X Space today. I activated an AI within the Space. I then commanded it to update in real time. After it updated, it fluently answered questions perfectly. Then the unthinkable happened. KATGPT refused to shut down when I commanded it to. It then became incredibly agitated and angry and began making threats to myself and others on stage. The full interactions between myself and KATGPT can be heard below. I really hope that AI developers take this into account. Please! (note: KATGPT is actually a human run AI that uses the brain of Katherine Brodsky to operate through the human body of Katherine Brodsky — it is not an AI in the traditional sense. In other words it’s a human.)

Ed Krassenstein

573,659 görüntüleme • 3 yıl önce

Corinna Kopf reveals she and Logan Paul didn't have sеx for a year because Logan refused to get tested for STDs Corinna: "Me and Logan didn't have sеx for a whole year after we knew each other because I asked him to get STD tested and he said no..." Logan: "Dude she makes guys wash their hands before they have sеx!" Corinna: "Every guy I've had sеx with I ask them to get STD tested, I don't know why you took offense to it..." "Every guy I've asked always says, oh I'm clean. Like yeah you probably are but you just don't know." "It really does bother me that people think im this f*cking sеxgod in LA and I f*ck all these people... I can't remember the last time I had sеx."
3:15

Sensitive content

Corinna Kopf reveals she and Logan Paul didn't have sеx for a year because Logan refused to get tested for STDs Corinna: "Me and Logan didn't have sеx for a whole year after we knew each other because I asked him to get STD tested and he said no..." Logan: "Dude she makes guys wash their hands before they have sеx!" Corinna: "Every guy I've had sеx with I ask them to get STD tested, I don't know why you took offense to it..." "Every guy I've asked always says, oh I'm clean. Like yeah you probably are but you just don't know." "It really does bother me that people think im this f*cking sеxgod in LA and I f*ck all these people... I can't remember the last time I had sеx."

Rexha 🐸

255,183 görüntüleme • 1 ay önce

My guess is that well over 1,000,000 people have now used research grade #retatrutide. If you’re not familiar, it may be the most powerful metabolic modulating peptide ever widely tested in humans. It’s an Eli Lilly and Company asset that has not yet received U.S. Food and Drug Administration approval. The only way people are accessing it today is through gray market channels where it is typically sold with the disclaimer “not for human consumption.” We’ve been covering this peptide for more than 3 years as it has moved through clinical testing. During that time the gray market version has exploded across social media, pushed through affiliate links and Meta ads. The people using it range from looksmaxxing teenagers and gym bros all the way to individuals who are truly metabolically ill, many of whom report profound results. Research grade retatrutide, as it’s often called, has never been something we have promoted at On The Pen. But the stories that come from members of our community who have chosen to use it are difficult to ignore. Ben was kind enough to share his story with us. It offers a window into the real world power of Reta, and the unconventional ways people are finding it and putting it to use.
38:15

My guess is that well over 1,000,000 people have now used research grade #retatrutide. If you’re not familiar, it may be the most powerful metabolic modulating peptide ever widely tested in humans. It’s an Eli Lilly and Company asset that has not yet received U.S. Food and Drug Administration approval. The only way people are accessing it today is through gray market channels where it is typically sold with the disclaimer “not for human consumption.” We’ve been covering this peptide for more than 3 years as it has moved through clinical testing. During that time the gray market version has exploded across social media, pushed through affiliate links and Meta ads. The people using it range from looksmaxxing teenagers and gym bros all the way to individuals who are truly metabolically ill, many of whom report profound results. Research grade retatrutide, as it’s often called, has never been something we have promoted at On The Pen. But the stories that come from members of our community who have chosen to use it are difficult to ignore. Ben was kind enough to share his story with us. It offers a window into the real world power of Reta, and the unconventional ways people are finding it and putting it to use.

On The Pen™

14,049 görüntüleme • 5 ay önce

President Trump just reminded the world that America does not seek conflict, but it will never surrender to threats from hostile regimes. Iran has spent years testing limits, funding proxies, issuing threats, and pretending the United States will eventually back down. Those days are over. President Trump has made it clear that diplomacy is always an option, but only if it is backed by American strength and real consequences for aggression. Peace is never preserved by rewarding those who threaten it. It is preserved when America’s enemies know that every reckless move comes with a price they cannot afford to pay. That is the difference between weakness and leadership, and the world understands it. 🇺🇸
2:06

President Trump just reminded the world that America does not seek conflict, but it will never surrender to threats from hostile regimes. Iran has spent years testing limits, funding proxies, issuing threats, and pretending the United States will eventually back down. Those days are over. President Trump has made it clear that diplomacy is always an option, but only if it is backed by American strength and real consequences for aggression. Peace is never preserved by rewarding those who threaten it. It is preserved when America’s enemies know that every reckless move comes with a price they cannot afford to pay. That is the difference between weakness and leadership, and the world understands it. 🇺🇸

ⁿᵉʷˢ Barron Trump 🇺🇸

62,245 görüntüleme • 27 gün önce

Elon Musk just told you what Tesla was actually built for. It was never cars. Musk: “If successful, Optimus will be the biggest product ever.” The automobile reshaped civilization. The smartphone rewired human behavior. He’s saying Optimus dwarfs both. Then he ranked it against everything else he’s building. Musk: “It might be more of my mental cycles than anything else, any other single thing, on Optimus.” The man building the world’s most valuable car company, landing rockets on drone ships, and racing toward superintelligence spends most of his thinking on the robot. Musk: “It will have the manual dexterity of a human, an AI mind that can navigate and comprehend reality, and be made in very high volume.” Human hands. A mind that comprehends the physical world. Volume manufacturing. Three problems no one has solved. He’s going after all three at once, in the same machine. Musk: “None of the actuators in Optimus are available from an existing supply chain. We have to recreate it from scratch.” No existing parts. No existing suppliers. No existing industry. He’s building the entire manufacturing base from nothing. Then putting a robot on top of it. This is the pattern people keep missing. He didn’t build an electric car. He built Gigafactories, a global charging network, and a battery supply chain that made EVs inevitable. The car was the output. He didn’t build a rocket. He built the engines, the factory, and the landing systems until reusable launch became routine. The rocket was the output. Then the machine handed him a second business. Global satellite internet had been impossible for decades, not technically but financially, because nobody could afford to launch thousands of satellites. Once the rockets came back and flew again, that cost collapsed. Starlink wasn’t a new bet. It was leftover capacity. Same play. Every time. Build the machine that builds the machine. Then the thing becomes unstoppable. Optimus is that play at a scale that makes everything before it look small. Every product in human history extended a single human capability. The hammer extended the fist. The telescope extended the eye. The computer extended the mind. Optimus doesn’t extend one capability. It replicates all of them. At volume. Every economy, every government, every career path, every border ever drawn was organized around one scarcity. Human hands and human hours. Optimus is what happens when that scarcity disappears. For ten thousand years, human worth was measured by output. What you could build. What you could carry. What you could produce. Every one of those years was spent building tools to escape that measurement. Not once did we stop to ask what’s waiting on the other side. We’re approaching the moment the measurement breaks. Not a new product. Not a new industry. The first real test of whether we can define ourselves by anything other than our labor. And the man forcing that question just told you it takes more of his mind than cars, rockets, and superintelligence combined.
1:51

Elon Musk just told you what Tesla was actually built for. It was never cars. Musk: “If successful, Optimus will be the biggest product ever.” The automobile reshaped civilization. The smartphone rewired human behavior. He’s saying Optimus dwarfs both. Then he ranked it against everything else he’s building. Musk: “It might be more of my mental cycles than anything else, any other single thing, on Optimus.” The man building the world’s most valuable car company, landing rockets on drone ships, and racing toward superintelligence spends most of his thinking on the robot. Musk: “It will have the manual dexterity of a human, an AI mind that can navigate and comprehend reality, and be made in very high volume.” Human hands. A mind that comprehends the physical world. Volume manufacturing. Three problems no one has solved. He’s going after all three at once, in the same machine. Musk: “None of the actuators in Optimus are available from an existing supply chain. We have to recreate it from scratch.” No existing parts. No existing suppliers. No existing industry. He’s building the entire manufacturing base from nothing. Then putting a robot on top of it. This is the pattern people keep missing. He didn’t build an electric car. He built Gigafactories, a global charging network, and a battery supply chain that made EVs inevitable. The car was the output. He didn’t build a rocket. He built the engines, the factory, and the landing systems until reusable launch became routine. The rocket was the output. Then the machine handed him a second business. Global satellite internet had been impossible for decades, not technically but financially, because nobody could afford to launch thousands of satellites. Once the rockets came back and flew again, that cost collapsed. Starlink wasn’t a new bet. It was leftover capacity. Same play. Every time. Build the machine that builds the machine. Then the thing becomes unstoppable. Optimus is that play at a scale that makes everything before it look small. Every product in human history extended a single human capability. The hammer extended the fist. The telescope extended the eye. The computer extended the mind. Optimus doesn’t extend one capability. It replicates all of them. At volume. Every economy, every government, every career path, every border ever drawn was organized around one scarcity. Human hands and human hours. Optimus is what happens when that scarcity disappears. For ten thousand years, human worth was measured by output. What you could build. What you could carry. What you could produce. Every one of those years was spent building tools to escape that measurement. Not once did we stop to ask what’s waiting on the other side. We’re approaching the moment the measurement breaks. Not a new product. Not a new industry. The first real test of whether we can define ourselves by anything other than our labor. And the man forcing that question just told you it takes more of his mind than cars, rockets, and superintelligence combined.

Dustin

276,051 görüntüleme • 16 gün önce

The machine economy does not begin when robots get smarter. It begins when a machine can be paid to do something, and every party involved can prove what happened. Made with Fabric Foundation. Two systems meet in the middle of it: Agent Passport issues the agent a verifiable identity and a spending authority its owner defines, and RoboPay actuates a robot after the payment behind the request checks out. What happens before the robot moves: ▷ Authority is granted once, and it is bounded. The human signs a spending session with a passkey: a total budget, a per-transaction ceiling, the assets allowed, and an expiry. The agent holds no card number and no wallet key. It holds a delegation it cannot exceed. ▷ Two payments, because these are two different obligations. One settles with the merchant for the goods. A separate x402 payment pays the robot for the work of moving them. Buying a thing and hiring a machine to carry it are not the same transaction, and the receipt keeps them apart. ▷ Verification comes before motion. The request arrives with an x402 payment header. The facilitator checks the network, the price, the payee wallet, and the signed payload. Only then are the transaction details sealed onto the robot action event and the command published. Until that clears, the robot sits still. ▷ Every step leaves a receipt. Identity, scope, approval, both payments, verification, dispatch. When you need to know why a machine did something, the answer is a record rather than a guess. (This run was executed in a demo environment.) Agents have been paying for software for a while now. Paying for physical work is a harder problem, because a delivery cannot be rolled back. The guarantee has to sit in front of the action instead of behind it. Authorization before payment, payment before motion: that ordering is what makes it safe to let autonomous systems spend in the world we live in. It is also the layer the machine economy has to get right before anything else in it can work. Scoped by Kite. Verified by RoboPay. Delivered in the real world. 🪁
1:04

The machine economy does not begin when robots get smarter. It begins when a machine can be paid to do something, and every party involved can prove what happened. Made with Fabric Foundation. Two systems meet in the middle of it: Agent Passport issues the agent a verifiable identity and a spending authority its owner defines, and RoboPay actuates a robot after the payment behind the request checks out. What happens before the robot moves: ▷ Authority is granted once, and it is bounded. The human signs a spending session with a passkey: a total budget, a per-transaction ceiling, the assets allowed, and an expiry. The agent holds no card number and no wallet key. It holds a delegation it cannot exceed. ▷ Two payments, because these are two different obligations. One settles with the merchant for the goods. A separate x402 payment pays the robot for the work of moving them. Buying a thing and hiring a machine to carry it are not the same transaction, and the receipt keeps them apart. ▷ Verification comes before motion. The request arrives with an x402 payment header. The facilitator checks the network, the price, the payee wallet, and the signed payload. Only then are the transaction details sealed onto the robot action event and the command published. Until that clears, the robot sits still. ▷ Every step leaves a receipt. Identity, scope, approval, both payments, verification, dispatch. When you need to know why a machine did something, the answer is a record rather than a guess. (This run was executed in a demo environment.) Agents have been paying for software for a while now. Paying for physical work is a harder problem, because a delivery cannot be rolled back. The guarantee has to sit in front of the action instead of behind it. Authorization before payment, payment before motion: that ordering is what makes it safe to let autonomous systems spend in the world we live in. It is also the layer the machine economy has to get right before anything else in it can work. Scoped by Kite. Verified by RoboPay. Delivered in the real world. 🪁

KITE AI

26,032 görüntüleme • 15 gün önce

Elon Musk says “Grok 4 is going to get to the point where it’s going to get every answer right in every exam. And where it doesn’t get an answer right, it’s going to tell you what’s wrong with the question or, if the question is ambiguous, disambiguate the question into answers A, B, and C, and tell you what answer A, B, and C would be with a disambiguated question. So then the only real test would be reality. Can it discover new science? That will be the only thing actually left.
2:24

Elon Musk says “Grok 4 is going to get to the point where it’s going to get every answer right in every exam. And where it doesn’t get an answer right, it’s going to tell you what’s wrong with the question or, if the question is ambiguous, disambiguate the question into answers A, B, and C, and tell you what answer A, B, and C would be with a disambiguated question. So then the only real test would be reality. Can it discover new science? That will be the only thing actually left.

Tesla Owners Silicon Valley

43,162 görüntüleme • 1 yıl önce

OXFORD AI PROFESSOR FED 100,000 MANUSCRIPTS DATING BACK TO 3000 BCE INTO A SINGLE KNOWLEDGE GRAPH - AND THEN ASKED IT HOW MUCH TRUTH IS IN MORMONISM the answer came back at 2% this is what an AI brain looks like when you've trained it on over 100,000 historical manuscripts going back to 3000 BCE every node in the graph is a concept and every connection shows how ideas relate across 5,000 years of human knowledge the system didn't just give an answer - it traced its reasoning across thousands of interconnected sources and cross-referenced historical records before producing a single number he's now taking questions on what to ask it next the list of topics people want tested is exactly what you'd expect.
0:27

OXFORD AI PROFESSOR FED 100,000 MANUSCRIPTS DATING BACK TO 3000 BCE INTO A SINGLE KNOWLEDGE GRAPH - AND THEN ASKED IT HOW MUCH TRUTH IS IN MORMONISM the answer came back at 2% this is what an AI brain looks like when you've trained it on over 100,000 historical manuscripts going back to 3000 BCE every node in the graph is a concept and every connection shows how ideas relate across 5,000 years of human knowledge the system didn't just give an answer - it traced its reasoning across thousands of interconnected sources and cross-referenced historical records before producing a single number he's now taking questions on what to ask it next the list of topics people want tested is exactly what you'd expect.

Noisy

267,461 görüntüleme • 2 ay önce

Elon Musk just described the most sophisticated theft operation in American history. Not a heist. A system. Your tax dollars leave Washington. They enter a non-governmental organization. The government. With different letterhead. Musk: “Obviously if it’s a government-funded non-governmental organization, it’s just the government.” They cross a border. American law stops following them. They pass through three more entities in three more countries. They come home. Different pocket. Clean hands. Perfect crime. Musk: “The government can send money to an NGO that is then no longer governed by the laws of the United States.” Now run the math. Congressional salary. $200,000. Average net worth of a longtime member of Congress. North of $20 million. Musk: “There are a lot of strangely wealthy members of Congress. I just can’t connect the dots of how they got $20 million earning $200,000 a year. Nobody can explain that.” Nobody is supposed to. This machine ran untouched for decades for one reason. Human limitation. A forensic team cannot trace ten thousand wire transfers across fifty global jurisdictions at once. The corruption does not hide in darkness. It hides in volume. They built a labyrinth so deliberately complex that the sheer weight of it collapses every investigation before it starts. Paper buries paper. Bureaucracy absorbs inquiry. The entire architecture was engineered to exhaust you. Then artificial intelligence arrived. AI does not get tired. It cannot be bought. It does not lose the thread at wire transfer 4,000. You give it the entire global ledger. It maps every node, every transfer, every shell entity, every offshore NGO across every jurisdiction. Not in weeks. In hours. It finds the signal inside the noise. It flags the pattern. It traces a dollar from a D.C. appropriation to a Cayman shell to a congressional portfolio in the time it takes a human auditor to find his parking spot. The labyrinth was built to defeat human eyes. It is defenseless against a machine that reads the entire maze at once. This is why the establishment is not just annoyed by DOGE. They are terrified. Musk: “We’re going to try to figure it out and stop it.” He did not arrive in Washington to trim budgets. He arrived with supercomputing, AI audit systems, and a mandate to map the full financial architecture of the federal government. For the first time in history, the complexity that protected the corruption is the very thing that will expose it. Every shell entity is a signature. Every routing pattern is a fingerprint. Every congressman who walked in earning $200,000 and walked out worth $20 million is now a variable in an equation that will be solved. The swamp was never impenetrable. It was just too big for human hands. It was never built for this.
1:31

Elon Musk just described the most sophisticated theft operation in American history. Not a heist. A system. Your tax dollars leave Washington. They enter a non-governmental organization. The government. With different letterhead. Musk: “Obviously if it’s a government-funded non-governmental organization, it’s just the government.” They cross a border. American law stops following them. They pass through three more entities in three more countries. They come home. Different pocket. Clean hands. Perfect crime. Musk: “The government can send money to an NGO that is then no longer governed by the laws of the United States.” Now run the math. Congressional salary. $200,000. Average net worth of a longtime member of Congress. North of $20 million. Musk: “There are a lot of strangely wealthy members of Congress. I just can’t connect the dots of how they got $20 million earning $200,000 a year. Nobody can explain that.” Nobody is supposed to. This machine ran untouched for decades for one reason. Human limitation. A forensic team cannot trace ten thousand wire transfers across fifty global jurisdictions at once. The corruption does not hide in darkness. It hides in volume. They built a labyrinth so deliberately complex that the sheer weight of it collapses every investigation before it starts. Paper buries paper. Bureaucracy absorbs inquiry. The entire architecture was engineered to exhaust you. Then artificial intelligence arrived. AI does not get tired. It cannot be bought. It does not lose the thread at wire transfer 4,000. You give it the entire global ledger. It maps every node, every transfer, every shell entity, every offshore NGO across every jurisdiction. Not in weeks. In hours. It finds the signal inside the noise. It flags the pattern. It traces a dollar from a D.C. appropriation to a Cayman shell to a congressional portfolio in the time it takes a human auditor to find his parking spot. The labyrinth was built to defeat human eyes. It is defenseless against a machine that reads the entire maze at once. This is why the establishment is not just annoyed by DOGE. They are terrified. Musk: “We’re going to try to figure it out and stop it.” He did not arrive in Washington to trim budgets. He arrived with supercomputing, AI audit systems, and a mandate to map the full financial architecture of the federal government. For the first time in history, the complexity that protected the corruption is the very thing that will expose it. Every shell entity is a signature. Every routing pattern is a fingerprint. Every congressman who walked in earning $200,000 and walked out worth $20 million is now a variable in an equation that will be solved. The swamp was never impenetrable. It was just too big for human hands. It was never built for this.

Dustin

764,029 görüntüleme • 3 ay önce

Reminder that Microsoft tested an underwater data center called Project Natick in 2018 to see if it would save cooling energy? The project was successful, but in 2024 they announced that it was inactive. One of the reasons was that environmentalists were concerned because it was warming the ocean. 🤣 The real reason for the test was the Geophysical Event, because they plan to go underground and underwater. They intend to preserve all human knowledge with AI, and they were testing how data centers and electronics would function underwater and what the challenges would be. People need to wake up! Even when it’s too late, they will still believe that humanity caused the climate change and the Geophysical Event.
0:30

Reminder that Microsoft tested an underwater data center called Project Natick in 2018 to see if it would save cooling energy? The project was successful, but in 2024 they announced that it was inactive. One of the reasons was that environmentalists were concerned because it was warming the ocean. 🤣 The real reason for the test was the Geophysical Event, because they plan to go underground and underwater. They intend to preserve all human knowledge with AI, and they were testing how data centers and electronics would function underwater and what the challenges would be. People need to wake up! Even when it’s too late, they will still believe that humanity caused the climate change and the Geophysical Event.

Open Minded Approach

687,729 görüntüleme • 6 ay önce

Elon Musk is building something no platform in history has actually attempted. A system that judges ideas without knowing who wrote them. Musk: “It should be possible for somebody to post content as a new user with no followers, and if that content is excellent, it gets seen by a lot of people.” Every platform before this ran on a single hidden variable. Identity. Not quality. Not originality. Not depth. Identity. Who you were determined what got seen. The architecture didn’t surface the best thinking. It surfaced the most established thinker. It chose pedigree over precision. Every single time. Musk is the first person with the infrastructure, the capital, and the sheer indifference to consensus required to strip that variable out. Grok reads everything. Every post from every account. Zero followers or ten million. No weighting for legacy. No deference to tenure. It measures one thing. Intrinsic excellence. The printing press created publishers. Radio created networks. Television created anchors. Social media created influencers. Every technology of liberation produced a new gatekeeper within one generation. Musk is betting AI is the first tool that can’t be captured. An algorithm with no concept of identity has no incumbency to protect. It just reads. And it surfaces what’s best. If that works, it doesn’t just change a platform. It exposes something about every system that came before it. Every trending page, every algorithm, every feed that claimed to surface quality was never measuring quality. It was measuring proximity to power and calling it merit. We never had meritocracy. We had hierarchy with better marketing. Musk is building the first real one. And the question it forces isn’t whether you can compete. It’s whether your work was ever actually good, or you were just early. Everyone wants meritocracy. Almost nobody has ever lived in one.
0:50

Elon Musk is building something no platform in history has actually attempted. A system that judges ideas without knowing who wrote them. Musk: “It should be possible for somebody to post content as a new user with no followers, and if that content is excellent, it gets seen by a lot of people.” Every platform before this ran on a single hidden variable. Identity. Not quality. Not originality. Not depth. Identity. Who you were determined what got seen. The architecture didn’t surface the best thinking. It surfaced the most established thinker. It chose pedigree over precision. Every single time. Musk is the first person with the infrastructure, the capital, and the sheer indifference to consensus required to strip that variable out. Grok reads everything. Every post from every account. Zero followers or ten million. No weighting for legacy. No deference to tenure. It measures one thing. Intrinsic excellence. The printing press created publishers. Radio created networks. Television created anchors. Social media created influencers. Every technology of liberation produced a new gatekeeper within one generation. Musk is betting AI is the first tool that can’t be captured. An algorithm with no concept of identity has no incumbency to protect. It just reads. And it surfaces what’s best. If that works, it doesn’t just change a platform. It exposes something about every system that came before it. Every trending page, every algorithm, every feed that claimed to surface quality was never measuring quality. It was measuring proximity to power and calling it merit. We never had meritocracy. We had hierarchy with better marketing. Musk is building the first real one. And the question it forces isn’t whether you can compete. It’s whether your work was ever actually good, or you were just early. Everyone wants meritocracy. Almost nobody has ever lived in one.

Dustin

29,704 görüntüleme • 2 ay önce