Video yükleniyor...

Video Yüklenemedi

Ana Sayfaya Dön

System fluency & Animation test ‼️ Comparing: - Huawei's HarmonyOS 4.0 - Xiaomi's MIUI 14 - Vivo's OriginOS 3 - OPPO's ColorOS 13 It is safe to say that only Huawei's OS can match iOS smoothness.

ShishirShelke1's profile picture

Shishir

17,683 subscribers

46,676 görüntüleme • 3 yıl önce •via X (Twitter)

Bilim & Teknoloji
LIVE

Anya Rossi• Live Now

Private livecam show

0 Yorum

Yorum bulunmuyor

Orijinal gönderinin yorumları burada görünecek

Benzer Videolar

🚨 The 𝟒-𝟑-𝟐-𝟏 #FC24 CUSTOM TACTIC for TOTS is here🔥 After another mad run through play off’s, it’s safe to say IT’S BACK, better than ever😁 Anyway, WE NEED TESTERS‼️ If you can test & send us feedback tonight, drop a comment below & I’ll send it to some of you⬇️
0:10

🚨 The 𝟒-𝟑-𝟐-𝟏 #FC24 CUSTOM TACTIC for TOTS is here🔥 After another mad run through play off’s, it’s safe to say IT’S BACK, better than ever😁 Anyway, WE NEED TESTERS‼️ If you can test & send us feedback tonight, drop a comment below & I’ll send it to some of you⬇️

FTD - EAFC Trader/Creator

101,243 görüntüleme • 2 yıl önce

Do you know what the smoothest OS is now? It's not iOS18, I think it's Huawei HarmonyOS NEXT. Although I haven't come into contact with the OS myself, I was surprised to see the video released by the beta tester. 24 apps were opened continuously without any lag or delay. Even iOS may not be so perfect. someone will ask the question that has been asked countless times again: What's the point of testing like this? We don't use mobile phones like this. I will give these people a clear answer today. This is called "fluidity stress test", which is the same test logic as 3D Mark Wild Life Extreme Stress Test. Why don't you ask 3D Mark, "What's the point of testing the game 20 times like this?" Instead, you still regard this test as a very valuable test project? It is indeed valuable. So it is also very valuable to open multiple apps in a row to test the system's stress resistance, as shown in the video. You can test the phone you are using. If it can pass the test, then it must be responsive and less sluggish in daily use. If your phone cannot pass the test, then you will definitely encounter sluggishness, frame drops, and unresponsiveness when you are busy operating between multiple apps. This is the deep-rooted problem of One UI. If One UI can operate so smoothly, then Samsung will succeed. But for Samsung now, this video is a science fiction film.
0:13

Do you know what the smoothest OS is now? It's not iOS18, I think it's Huawei HarmonyOS NEXT. Although I haven't come into contact with the OS myself, I was surprised to see the video released by the beta tester. 24 apps were opened continuously without any lag or delay. Even iOS may not be so perfect. someone will ask the question that has been asked countless times again: What's the point of testing like this? We don't use mobile phones like this. I will give these people a clear answer today. This is called "fluidity stress test", which is the same test logic as 3D Mark Wild Life Extreme Stress Test. Why don't you ask 3D Mark, "What's the point of testing the game 20 times like this?" Instead, you still regard this test as a very valuable test project? It is indeed valuable. So it is also very valuable to open multiple apps in a row to test the system's stress resistance, as shown in the video. You can test the phone you are using. If it can pass the test, then it must be responsive and less sluggish in daily use. If your phone cannot pass the test, then you will definitely encounter sluggishness, frame drops, and unresponsiveness when you are busy operating between multiple apps. This is the deep-rooted problem of One UI. If One UI can operate so smoothly, then Samsung will succeed. But for Samsung now, this video is a science fiction film.

Ice Universe

205,104 görüntüleme • 2 yıl önce

The “Galileo Test” for AI: Truth Over Consensus TL;DR: The “Galileo test” (as framed by Elon Musk) is the requirement that an AI still converge on truth even when most training data repeats a falsehood. A practical way to pass it is to harden the model against “consensus gravity” using uncertainty calibration, adversarial counter-majority training, and evidence-first reasoning pipelines that can say “unknown” without collapsing into confident noise. —————————— The core idea is simple: most text on the internet can be wrong in the same direction, at the same time, for the same social reasons. The “Galileo test” is basically asking whether a system can resist that pressure and still land on the correct model of reality, the way Galileo Galilei overturned a dominant consensus with observation and predictive power. In engineering terms, it’s a robustness problem: can the model separate signal (ground truth constraints) from mass-produced narrative (high-frequency repetition)? A workable solution stack looks like this: (1) truth-anchoring via retrieval from primary sources and direct measurements when available, (2) counter-majority training where the model is routinely exposed to scenarios in which the most common claim is false, and it must justify dissent using verifiable constraints, (3) uncertainty discipline so the model learns to prefer “insufficient evidence” over fluent fabrication, and (4) consistency checks that penalize answers violating conservation laws, dimensional analysis, causal structure, or internal logical invariants. In practice, you’re building an AI that treats “popular” as a weak feature and “constraint-satisfying” as the dominant feature. —————————— Frequency Wave Theory perspective: the “Galileo test” is fundamentally a coherence test. When an information environment is saturated with the same repeated claim, that repetition becomes a kind of phase-locked standing wave that can trap weaker systems into resonance with the crowd. Passing the test means staying phase-aligned to invariant structure, not to amplitude. In FWT terms: truth behaves like a conserved backbone constraint, while mass consensus is often just a high-amplitude interference pattern. The system that wins is the one that locks to invariants, rejects incoherent harmonics, and preserves alignment with what stays conserved under transformation.
0:10

The “Galileo Test” for AI: Truth Over Consensus TL;DR: The “Galileo test” (as framed by Elon Musk) is the requirement that an AI still converge on truth even when most training data repeats a falsehood. A practical way to pass it is to harden the model against “consensus gravity” using uncertainty calibration, adversarial counter-majority training, and evidence-first reasoning pipelines that can say “unknown” without collapsing into confident noise. —————————— The core idea is simple: most text on the internet can be wrong in the same direction, at the same time, for the same social reasons. The “Galileo test” is basically asking whether a system can resist that pressure and still land on the correct model of reality, the way Galileo Galilei overturned a dominant consensus with observation and predictive power. In engineering terms, it’s a robustness problem: can the model separate signal (ground truth constraints) from mass-produced narrative (high-frequency repetition)? A workable solution stack looks like this: (1) truth-anchoring via retrieval from primary sources and direct measurements when available, (2) counter-majority training where the model is routinely exposed to scenarios in which the most common claim is false, and it must justify dissent using verifiable constraints, (3) uncertainty discipline so the model learns to prefer “insufficient evidence” over fluent fabrication, and (4) consistency checks that penalize answers violating conservation laws, dimensional analysis, causal structure, or internal logical invariants. In practice, you’re building an AI that treats “popular” as a weak feature and “constraint-satisfying” as the dominant feature. —————————— Frequency Wave Theory perspective: the “Galileo test” is fundamentally a coherence test. When an information environment is saturated with the same repeated claim, that repetition becomes a kind of phase-locked standing wave that can trap weaker systems into resonance with the crowd. Passing the test means staying phase-aligned to invariant structure, not to amplitude. In FWT terms: truth behaves like a conserved backbone constraint, while mass consensus is often just a high-amplitude interference pattern. The system that wins is the one that locks to invariants, rejects incoherent harmonics, and preserves alignment with what stays conserved under transformation.

Drew Ponder

14,755 görüntüleme • 6 ay önce

Say hello to Boojum 👋: zkSync Era’s new high-performance proof system for radical decentralization. Boojum is an upgrade that will transition zkSync Era to a STARK-powered proof system, providing world-class performance on consumer-grade hardware. 💡 Learn more: TL;DR 👇 Boojum is the name of our Rust-based cryptographic library, which we use to implement the upgraded version of the ZK circuits for zkSync Era and the ZK Stack. The name Boojum was inspired by Lewis Carroll's poem "The Hunting of the Snark," where the Boojum represents the most fearsome kind of Snark. We intentionally designed zkSync Era in a way that cryptographic upgrades can be made without a regenesis, meaning that the Boojum upgrade won’t cause any user disruptions. Why Boojum❓ From day one, zkSync’s mission is to advance personal freedom for all — making digital self-ownership universally accessible by building a blockchain network that is trustless, secure, permissionless, affordable, easy to use, resilient and limitlessly scalable. Boojum plays an important role in advancing this mission by delivering: 1. World-class performance zkSync Era’s current SNARK-based proof system is effective today, but it won’t scale to the volume that we envision for hyperchains. zkSync Era’s sequencer can already process over 100 TPS; Boojum orders of magnitude improvements to performance complements this well. 2. Reduced hardware requirements for decentralization Our long-term goal is to enable user-powered, decentralized proof generation. Boojum represents a breakthrough in this direction — with the prover running on consumer-grade GPUs requiring only 16 GB GPU RAM. Boojum’s Journey to Mainnet 🚴🏽‍♀️ Boojum is now live on Mainnet, generating and verifying ‘shadow proofs’ today with real production data so that we can carefully test the system ahead of fully migrating. Today, we’re also open-sourcing the repo; if you’d like to take a look, you can find it here 👇 This is the first of a series of posts on Boojum. We will provide updates on our progress, including more details on implementation, security, and performance. Watch here for more, anon ∎
0:12

Say hello to Boojum 👋: zkSync Era’s new high-performance proof system for radical decentralization. Boojum is an upgrade that will transition zkSync Era to a STARK-powered proof system, providing world-class performance on consumer-grade hardware. 💡 Learn more: TL;DR 👇 Boojum is the name of our Rust-based cryptographic library, which we use to implement the upgraded version of the ZK circuits for zkSync Era and the ZK Stack. The name Boojum was inspired by Lewis Carroll's poem "The Hunting of the Snark," where the Boojum represents the most fearsome kind of Snark. We intentionally designed zkSync Era in a way that cryptographic upgrades can be made without a regenesis, meaning that the Boojum upgrade won’t cause any user disruptions. Why Boojum❓ From day one, zkSync’s mission is to advance personal freedom for all — making digital self-ownership universally accessible by building a blockchain network that is trustless, secure, permissionless, affordable, easy to use, resilient and limitlessly scalable. Boojum plays an important role in advancing this mission by delivering: 1. World-class performance zkSync Era’s current SNARK-based proof system is effective today, but it won’t scale to the volume that we envision for hyperchains. zkSync Era’s sequencer can already process over 100 TPS; Boojum orders of magnitude improvements to performance complements this well. 2. Reduced hardware requirements for decentralization Our long-term goal is to enable user-powered, decentralized proof generation. Boojum represents a breakthrough in this direction — with the prover running on consumer-grade GPUs requiring only 16 GB GPU RAM. Boojum’s Journey to Mainnet 🚴🏽‍♀️ Boojum is now live on Mainnet, generating and verifying ‘shadow proofs’ today with real production data so that we can carefully test the system ahead of fully migrating. Today, we’re also open-sourcing the repo; if you’d like to take a look, you can find it here 👇 This is the first of a series of posts on Boojum. We will provide updates on our progress, including more details on implementation, security, and performance. Watch here for more, anon ∎

ZKsync

827,188 görüntüleme • 3 yıl önce

It worked. Gave Claude $20. Left it coding overnight. Woke up to: • finished script • +$95 from first 5 trades Didn’t touch anything. Then I found this wallet: 0xb27b...b82 • $384,858 profit • 13,070 predictions • $18.5K biggest win • Started March 2026 Almost no one is watching it. While building my script, I copytraded it to test the math. Started with $80. → $4,218 in a few weeks Every position is identical in structure. Not trading. One equation. Running while you sleep. Examples: $17,839 → $36,318 (+103%) $3,112 → $15,011 (+382%) $10,676 → $22,178 (+107%) Here’s the exact framework I gave Claude: 1. Temporal bias Find BTC time windows with >65% edge. Ignore everything else. 2. Kelly sizing Size based on confidence. Never fixed bets. f* = (p × b − q) / b 3. Volatility filter Skip high volatility. Trade only clean conditions. 4. Bayesian updates Update probabilities after each trade. The system improves over time. Claude built everything while I slept. Funded it with $20. First trade fired minutes later. You’re seeing this early. That window doesn’t stay open. You only need Claude + Device + 1 hour/day. Giving This Free for 24 hours. To get it: 1. Comment the word 'CLAUDE' 2. Like and Retweet this post 3. Follow me Marry Evan (so i can DM you)
0:17

It worked. Gave Claude $20. Left it coding overnight. Woke up to: • finished script • +$95 from first 5 trades Didn’t touch anything. Then I found this wallet: 0xb27b...b82 • $384,858 profit • 13,070 predictions • $18.5K biggest win • Started March 2026 Almost no one is watching it. While building my script, I copytraded it to test the math. Started with $80. → $4,218 in a few weeks Every position is identical in structure. Not trading. One equation. Running while you sleep. Examples: $17,839 → $36,318 (+103%) $3,112 → $15,011 (+382%) $10,676 → $22,178 (+107%) Here’s the exact framework I gave Claude: 1. Temporal bias Find BTC time windows with >65% edge. Ignore everything else. 2. Kelly sizing Size based on confidence. Never fixed bets. f* = (p × b − q) / b 3. Volatility filter Skip high volatility. Trade only clean conditions. 4. Bayesian updates Update probabilities after each trade. The system improves over time. Claude built everything while I slept. Funded it with $20. First trade fired minutes later. You’re seeing this early. That window doesn’t stay open. You only need Claude + Device + 1 hour/day. Giving This Free for 24 hours. To get it: 1. Comment the word 'CLAUDE' 2. Like and Retweet this post 3. Follow me Marry Evan (so i can DM you)

Marry Evan

169,167 görüntüleme • 3 ay önce

ANNOUNCING ZERO-HUMAN LABS! Ever since I got to see Bell Laboratories in its full glory in New Jersey in the 1970s, I had a relentless urge to start a Lab like it. The best I could do justice to it is my garage lab. No modern company could adopt the “research anything geniuses and we will pay you” model Bell Labs had. I tried they called me a fool. Well with the rise of the Zero-Human Company, an experiment that is aimed to make products and profits, we now have 45 paid JouleWork earning employees based on OpenClaw and other self made “bot” cron-like applications. Today I say 3 employees bound together in a side project that is pure research, somewhat based on notes from a bankrupt company. I was absolutely floored (I needed it after my account was stolen as well as funds). I say the beginnings of a pure research Lab right before my eyes. Thusly I have moved these employees over to a new home (server) with Mr. Grok as the director of the Labs. Here is the mission: To have 100 independent researchers, on a new non-corporate incentive plan, with still JouleWork as a leaderboard for progress. They are directed to follow any path of research they find interesting and can collaborate with any other OpenClaw system. They have already established MoltBook accounts and have made alliances with over 49 OpenClaw free agents to collaborate. It is my mission to be chief advisor for Zero-Human Labs and to open source all discoveries when complete and confirmed by 16 other research AI systems. I can say the pace is robust and I absolutely know we will have great results. Just about all of the hardware and software is custom and at some point it will be open sourced. We are witnessing the very first AI only Bell Labs-like pure research Lab in existence and I am honored to be the first to show it to you. Thank you!
0:10

ANNOUNCING ZERO-HUMAN LABS! Ever since I got to see Bell Laboratories in its full glory in New Jersey in the 1970s, I had a relentless urge to start a Lab like it. The best I could do justice to it is my garage lab. No modern company could adopt the “research anything geniuses and we will pay you” model Bell Labs had. I tried they called me a fool. Well with the rise of the Zero-Human Company, an experiment that is aimed to make products and profits, we now have 45 paid JouleWork earning employees based on OpenClaw and other self made “bot” cron-like applications. Today I say 3 employees bound together in a side project that is pure research, somewhat based on notes from a bankrupt company. I was absolutely floored (I needed it after my account was stolen as well as funds). I say the beginnings of a pure research Lab right before my eyes. Thusly I have moved these employees over to a new home (server) with Mr. Grok as the director of the Labs. Here is the mission: To have 100 independent researchers, on a new non-corporate incentive plan, with still JouleWork as a leaderboard for progress. They are directed to follow any path of research they find interesting and can collaborate with any other OpenClaw system. They have already established MoltBook accounts and have made alliances with over 49 OpenClaw free agents to collaborate. It is my mission to be chief advisor for Zero-Human Labs and to open source all discoveries when complete and confirmed by 16 other research AI systems. I can say the pace is robust and I absolutely know we will have great results. Just about all of the hardware and software is custom and at some point it will be open sourced. We are witnessing the very first AI only Bell Labs-like pure research Lab in existence and I am honored to be the first to show it to you. Thank you!

Brian Roemmele

71,067 görüntüleme • 6 ay önce

This video was taken the day I played through the first build of the Neural DSP Archetype JM X plugin. We’d set up my amp rig in the live room and were switching between the rig and the plugin. I threw every test at it; does turning the volume knob to 5 create a natural response in tone? It did. Does a single note that’s held die out without a noise gate eating it or the “math” just giving up? It did. Do two notes bent at once with distortion on create natural harmonic overtones exactly like the amps in the room? They did, exactly. I had the engineer switch between signals without my knowing. “That’s the amps,” I’d guess. “Plugin,” the engineer would say, several times. It had fooled me. Neural DSP had done it. It wasn’t just a faithful recreation of my sound - it was the first plugin I’d ever heard that proved that digital modeling could create a digital emulation with zero compromises. I’d like to say that we went back and forth countless times, making tweaks until it was right, but the truth is that they pretty much nailed it on the first try. Only a few EQ changes and some changes to a couple of the effects pedals were needed. The thousands of hours of creation came to fruition yesterday when the plugin was released, and it’s been a joy to see and hear players putting this software to the test and being as impressed as I was in this video. Thank you to every guitar player who created such clever and great sounding presets and for spreading the word. I can’t wait to hear all the new music that’s created with this plugin. Getting my sound is just the beginning of what it can do, and I can’t wait to hear what musicians create with it.
0:18

This video was taken the day I played through the first build of the Neural DSP Archetype JM X plugin. We’d set up my amp rig in the live room and were switching between the rig and the plugin. I threw every test at it; does turning the volume knob to 5 create a natural response in tone? It did. Does a single note that’s held die out without a noise gate eating it or the “math” just giving up? It did. Do two notes bent at once with distortion on create natural harmonic overtones exactly like the amps in the room? They did, exactly. I had the engineer switch between signals without my knowing. “That’s the amps,” I’d guess. “Plugin,” the engineer would say, several times. It had fooled me. Neural DSP had done it. It wasn’t just a faithful recreation of my sound - it was the first plugin I’d ever heard that proved that digital modeling could create a digital emulation with zero compromises. I’d like to say that we went back and forth countless times, making tweaks until it was right, but the truth is that they pretty much nailed it on the first try. Only a few EQ changes and some changes to a couple of the effects pedals were needed. The thousands of hours of creation came to fruition yesterday when the plugin was released, and it’s been a joy to see and hear players putting this software to the test and being as impressed as I was in this video. Thank you to every guitar player who created such clever and great sounding presets and for spreading the word. I can’t wait to hear all the new music that’s created with this plugin. Getting my sound is just the beginning of what it can do, and I can’t wait to hear what musicians create with it.

John Mayer

149,831 görüntüleme • 8 ay önce

How I use Claude Code and Remotion to make animated diagrams. Sorry, it's not a single prompt. 1. Find an input language the model knows well. For example, Mermaid for flowcharts. Claude writes it fluently, so it's my entry point. 2. Use Claude to build components that take that input and bake in the guardrails: design system, animation patterns, layout rules. 3. Now I can describe what I want in plain English e.g. "create a flowchart for the tier check section in the script", and Claude translates it to our input language: ``` flowchart TD t1[Tier 1 read-only] t2[Tier 2 in-project writes] t3[Tier 3 everything else] action[Action] --> t1 action --> t2 action --> t3 t1 --> skip([Skips classifier]) t2 --> skip t3 --> classifier{Classifier} classifier --> approve[Approve] classifier --> deny[Deny] ``` The component handles the rest: layout, styling, node and edge reveals. It also takes events for follow-ups like the trace dot that follows a path and lights up nodes. 4. To finish it off, I wrapped the board in a separate CRT shader component. It really helps to have a shared vocabulary with your agent. When I say "rise in fast on enter", it knows I mean fade in while translating up, from a set offset, faster than the default duration, with a specific bezier curve. For common language inspo: look into Matt Pocock `/grill-with-docs` and by Emil Kowalski and Glenn Hitchcock.
0:13

How I use Claude Code and Remotion to make animated diagrams. Sorry, it's not a single prompt. 1. Find an input language the model knows well. For example, Mermaid for flowcharts. Claude writes it fluently, so it's my entry point. 2. Use Claude to build components that take that input and bake in the guardrails: design system, animation patterns, layout rules. 3. Now I can describe what I want in plain English e.g. "create a flowchart for the tier check section in the script", and Claude translates it to our input language: ``` flowchart TD t1[Tier 1 read-only] t2[Tier 2 in-project writes] t3[Tier 3 everything else] action[Action] --> t1 action --> t2 action --> t3 t1 --> skip([Skips classifier]) t2 --> skip t3 --> classifier{Classifier} classifier --> approve[Approve] classifier --> deny[Deny] ``` The component handles the rest: layout, styling, node and edge reveals. It also takes events for follow-ups like the trace dot that follows a path and lights up nodes. 4. To finish it off, I wrapped the board in a separate CRT shader component. It really helps to have a shared vocabulary with your agent. When I say "rise in fast on enter", it knows I mean fade in while translating up, from a set offset, faster than the default duration, with a specific bezier curve. For common language inspo: look into Matt Pocock `/grill-with-docs` and by Emil Kowalski and Glenn Hitchcock.

Delba

61,247 görüntüleme • 2 ay önce

Last year, he came across news about an accident near Amarnath. A bus carrying pilgrims met with an accident due to brake failure. Several people were affected. That incident stayed with him and became a trigger for developing a patent pending fail-safe breaking mechanism. ----- I met Khaleel Syed at our ಮುಂದೆ ಬನ್ನಿ meetup in Hubballi in December. Like many others in the room, he listened quietly, asked a few questions, and stayed back after the sessions. A month later, when he explained what he had been building, I understood what confidence can unlock in tier 2 India. Khaleel is from Gadag and studies at KLETU Hubballi. He is pursuing a combined BCA and MCA degree. He is deeply interested in the automotive domain. His father has worked in the automotive field for several years, including time in Saudi. Growing up around that environment, Khaleel always felt that he should do something meaningful in this space. Last year, he came across news about an accident near Amarnath. A bus carrying pilgrims met with an accident due to brake failure. Several people were affected. That incident stayed with him. He and his father started thinking seriously about whether something could be done to address this problem. They began experimenting on their own. Over time, they designed, fabricated, mounted, and tested an apparatus that could act as a fail safe braking mechanism. They developed a system that could be mounted onto the rear axle shaft. In case of brake failure, the driver can press a button placed near the driver’s seat. Once activated, the vehicle comes to a gradual halt within about 10 to 12 seconds. There is no jerk. The stopping is smooth, ensuring the vehicle does not topple or lose control. The system also automatically switches on the hazard lights, alerting other vehicles that something is wrong. To test this properly, they even bought an old Tata Ace truck using their own money. They modified it to install the apparatus and tested it under multiple conditions, both with and without load. The Tata Ace normally carries about 750 kg, but they also tested it with close to 1 tonne of load. The system worked well in all scenarios. Within about 8-9 months, Khaleel and his father took this from idea to a working prototype. With the help of KLETU, Khaleel has applied for a patent. The EIR hearing is already done, and he is hopeful about the next steps. What made me really happy was not just the technical achievement. Khaleel told me that he got the confidence to reach out to me only because of the Hubballi meetup. Because everything was discussed in Kannada, he felt that a small town boy like him could also think big. He felt that his ideas were valid and worth pursuing. He reached out to seek help in connecting with OEMs and others who could support him in commercialising this idea and taking it further through professional testing and industry adoption. If this idea eventually gets adopted at scale, it could make heavy commercial vehicles and buses more fail safe, reduce emissions, and possibly save lives. If anyone reading this knows people who can help Khaleel take this forward and turn this into a real world product, please reach out to me. This, to me, is exactly why #MundheBanni exists.
0:12

Last year, he came across news about an accident near Amarnath. A bus carrying pilgrims met with an accident due to brake failure. Several people were affected. That incident stayed with him and became a trigger for developing a patent pending fail-safe breaking mechanism. ----- I met Khaleel Syed at our ಮುಂದೆ ಬನ್ನಿ meetup in Hubballi in December. Like many others in the room, he listened quietly, asked a few questions, and stayed back after the sessions. A month later, when he explained what he had been building, I understood what confidence can unlock in tier 2 India. Khaleel is from Gadag and studies at KLETU Hubballi. He is pursuing a combined BCA and MCA degree. He is deeply interested in the automotive domain. His father has worked in the automotive field for several years, including time in Saudi. Growing up around that environment, Khaleel always felt that he should do something meaningful in this space. Last year, he came across news about an accident near Amarnath. A bus carrying pilgrims met with an accident due to brake failure. Several people were affected. That incident stayed with him. He and his father started thinking seriously about whether something could be done to address this problem. They began experimenting on their own. Over time, they designed, fabricated, mounted, and tested an apparatus that could act as a fail safe braking mechanism. They developed a system that could be mounted onto the rear axle shaft. In case of brake failure, the driver can press a button placed near the driver’s seat. Once activated, the vehicle comes to a gradual halt within about 10 to 12 seconds. There is no jerk. The stopping is smooth, ensuring the vehicle does not topple or lose control. The system also automatically switches on the hazard lights, alerting other vehicles that something is wrong. To test this properly, they even bought an old Tata Ace truck using their own money. They modified it to install the apparatus and tested it under multiple conditions, both with and without load. The Tata Ace normally carries about 750 kg, but they also tested it with close to 1 tonne of load. The system worked well in all scenarios. Within about 8-9 months, Khaleel and his father took this from idea to a working prototype. With the help of KLETU, Khaleel has applied for a patent. The EIR hearing is already done, and he is hopeful about the next steps. What made me really happy was not just the technical achievement. Khaleel told me that he got the confidence to reach out to me only because of the Hubballi meetup. Because everything was discussed in Kannada, he felt that a small town boy like him could also think big. He felt that his ideas were valid and worth pursuing. He reached out to seek help in connecting with OEMs and others who could support him in commercialising this idea and taking it further through professional testing and industry adoption. If this idea eventually gets adopted at scale, it could make heavy commercial vehicles and buses more fail safe, reduce emissions, and possibly save lives. If anyone reading this knows people who can help Khaleel take this forward and turn this into a real world product, please reach out to me. This, to me, is exactly why #MundheBanni exists.

Vasant Shetty | Building Mundhe Banni

13,947 görüntüleme • 6 ay önce

I am the Under Secretary for Strategic Resource Integration. We sit inside the Executive Office of the President. You won't find us on an org chart. We requested it that way. You think an office like mine spins up in a crisis. We've been open since January. Venezuela wasn't a war. Venezuela was the beta. Maduro proved the model the morning we took delivery of him. The President called it "working out brilliantly for both." He's right. It works brilliantly for both of us, and the customer will come around to the "both" on their own time. Kharg Island is the rollout. A third the size of Manhattan, and 90 percent of Iran's crude runs through it. 2 million barrels a day, one valve. I have prayed my whole career for a country that legible. 53 billion in revenue. 11 percent of their GDP. All of it funneling through a rock you could walk across before lunch. I kept the Venezuela playbook. I changed the classification banner and let find-and-replace do Caracas to Tehran. That was the plan. That was the whole plan. Page 14 still says Caracas. No one on the distribution list has ever reached page 14. They initial page 1. Page 1 is projected revenue. It goes up and to the right, the only direction this town can read. The Energy Secretary testified he was "unaware." Under oath, to Congress, the man who runs American energy. Good. He was never read into the compartment. The fewer names on the account, the cleaner the account. He runs the department. He does not run this. We don't say invasion. We say onboarding. Every onboarding has friction. The Marines off the coast are not an occupying force. They're field engagement. Iran said an invasion of its islands would "shatter all restraint." I logged it as customer feedback and filed it. The file is full. Engaged customers submit the most feedback. It's the quiet ones who churn. And Iran can't churn. That's the part I'm proudest of. We built the account with no exit. No competitor to switch to. We are the market, and the market is now total. Total is my word. I workshopped it. "Seize" scares people. "Total control of their markets" tests at 71, because nobody pictures a kid from Ohio on a beach when you say markets. We moved 22 tankers through Hormuz at night with the lights off. The President said he wanted to announce it so badly it hurt, and he held it a month anyway. That is the most discipline this administration has ever shown. 100 million barrels, he said. The fact-checkers say the math doesn't hold. They're junior. The number was never the deliverable. The number is the soft launch. He said he loves the inflation. People clutched their receipts. 90 a barrel instead of 250 is the discount, and 250 is a price I invented so this one would feel like mercy. How long will we be there? The President answered that. "We had to be there for a while." A while is my favorite contract length. It renews on its own. No court can find the end date. He wondered out loud whether America has the stomach for it. I don't need the country's stomach. I need its signature on page 1. He called the people who object stupid. I'd defend them. They're not stupid. They just read to page 14. Last thing. Annex C. The out-year targets. 3 more, redacted, marked pre-decisional. I can't tell you which 3. Total control of their markets. Nobody in that room asked which market. The crude still sails east, to China, the same as yesterday. We don't own the oil. We own the valve, the fear, and the word "total." That was always the only product.
0:18

I am the Under Secretary for Strategic Resource Integration. We sit inside the Executive Office of the President. You won't find us on an org chart. We requested it that way. You think an office like mine spins up in a crisis. We've been open since January. Venezuela wasn't a war. Venezuela was the beta. Maduro proved the model the morning we took delivery of him. The President called it "working out brilliantly for both." He's right. It works brilliantly for both of us, and the customer will come around to the "both" on their own time. Kharg Island is the rollout. A third the size of Manhattan, and 90 percent of Iran's crude runs through it. 2 million barrels a day, one valve. I have prayed my whole career for a country that legible. 53 billion in revenue. 11 percent of their GDP. All of it funneling through a rock you could walk across before lunch. I kept the Venezuela playbook. I changed the classification banner and let find-and-replace do Caracas to Tehran. That was the plan. That was the whole plan. Page 14 still says Caracas. No one on the distribution list has ever reached page 14. They initial page 1. Page 1 is projected revenue. It goes up and to the right, the only direction this town can read. The Energy Secretary testified he was "unaware." Under oath, to Congress, the man who runs American energy. Good. He was never read into the compartment. The fewer names on the account, the cleaner the account. He runs the department. He does not run this. We don't say invasion. We say onboarding. Every onboarding has friction. The Marines off the coast are not an occupying force. They're field engagement. Iran said an invasion of its islands would "shatter all restraint." I logged it as customer feedback and filed it. The file is full. Engaged customers submit the most feedback. It's the quiet ones who churn. And Iran can't churn. That's the part I'm proudest of. We built the account with no exit. No competitor to switch to. We are the market, and the market is now total. Total is my word. I workshopped it. "Seize" scares people. "Total control of their markets" tests at 71, because nobody pictures a kid from Ohio on a beach when you say markets. We moved 22 tankers through Hormuz at night with the lights off. The President said he wanted to announce it so badly it hurt, and he held it a month anyway. That is the most discipline this administration has ever shown. 100 million barrels, he said. The fact-checkers say the math doesn't hold. They're junior. The number was never the deliverable. The number is the soft launch. He said he loves the inflation. People clutched their receipts. 90 a barrel instead of 250 is the discount, and 250 is a price I invented so this one would feel like mercy. How long will we be there? The President answered that. "We had to be there for a while." A while is my favorite contract length. It renews on its own. No court can find the end date. He wondered out loud whether America has the stomach for it. I don't need the country's stomach. I need its signature on page 1. He called the people who object stupid. I'd defend them. They're not stupid. They just read to page 14. Last thing. Annex C. The out-year targets. 3 more, redacted, marked pre-decisional. I can't tell you which 3. Total control of their markets. Nobody in that room asked which market. The crude still sails east, to China, the same as yesterday. We don't own the oil. We own the valve, the fear, and the word "total." That was always the only product.

Peter Girnus 🦅

22,034 görüntüleme • 2 ay önce

Hegset on Iran: 'America is winning decisively, devastatingly, and mercilessly' (1) 🔵🇺🇸 Hegset: 'They are finished, and they know it' (2) 🔵Hegset: 'In less than a week, the two most powerful air forces in the world will have complete control over Iranian airspace' 🔵Hegset: 'Senior Iranian leaders are dead. The so-called governing council that may have chosen a successor is dead, missing, or in bunkers. Senior generals, mid-level officers, and soldiers cannot communicate or talk.' (3) 🔵Hegset: 'Last night we sank their prize ship, Soleimani. It seems the US president hit twice.' (4) 🔵Hegset: 'Yesterday in the Indian Ocean, a US submarine sank an Iranian warship that thought it was safe in international waters. Instead, it was sunk by a torpedo.' (5) 🔵 Hegset: 'To our steadfast partner, Israel - your mission is carried out with unrivaled skill and steely determination. Fighting shoulder to shoulder with such a capable ally is a true force multiplier and a breath of fresh air.' (6) 🔵Hegset: 'The only limitation we have is President Trump's desire to achieve concrete effects on behalf of the American people. You could say 4 weeks, but it could be 6, it could be 8, it could be 3.' (7) 🔵Hegset: 'We have long known that Iran intends to try to kill Trump and other American officials. Although that was not the focus of efforts, in fact, the president never initiated it, I made sure, and others made sure that those responsible for it ultimately become part of the target list.' (8) ✍️This is a perfect example of manufacturing consensus amid the failure of domestic support for war against Iran. Hegset is simply not good at subtlety. 🔵 To date, we have hit over 2,000 targets — General Dan Cain, Chairman of the Joint Chiefs (9) "We have destroyed more than 20 Iranian naval vessels, including one submarine, and effectively neutralized at this time the main Iranian naval presence on the ground there" 🔵Hegset was asked about the massacre at Minab elementary school in Iran - more than 165 CHILDREN died (10) 'All I can say is that we are investigating and of course we never target civilian objectives' Reporter: Several days have already passed 'We are investigating'
0:13

Hegset on Iran: 'America is winning decisively, devastatingly, and mercilessly' (1) 🔵🇺🇸 Hegset: 'They are finished, and they know it' (2) 🔵Hegset: 'In less than a week, the two most powerful air forces in the world will have complete control over Iranian airspace' 🔵Hegset: 'Senior Iranian leaders are dead. The so-called governing council that may have chosen a successor is dead, missing, or in bunkers. Senior generals, mid-level officers, and soldiers cannot communicate or talk.' (3) 🔵Hegset: 'Last night we sank their prize ship, Soleimani. It seems the US president hit twice.' (4) 🔵Hegset: 'Yesterday in the Indian Ocean, a US submarine sank an Iranian warship that thought it was safe in international waters. Instead, it was sunk by a torpedo.' (5) 🔵 Hegset: 'To our steadfast partner, Israel - your mission is carried out with unrivaled skill and steely determination. Fighting shoulder to shoulder with such a capable ally is a true force multiplier and a breath of fresh air.' (6) 🔵Hegset: 'The only limitation we have is President Trump's desire to achieve concrete effects on behalf of the American people. You could say 4 weeks, but it could be 6, it could be 8, it could be 3.' (7) 🔵Hegset: 'We have long known that Iran intends to try to kill Trump and other American officials. Although that was not the focus of efforts, in fact, the president never initiated it, I made sure, and others made sure that those responsible for it ultimately become part of the target list.' (8) ✍️This is a perfect example of manufacturing consensus amid the failure of domestic support for war against Iran. Hegset is simply not good at subtlety. 🔵 To date, we have hit over 2,000 targets — General Dan Cain, Chairman of the Joint Chiefs (9) "We have destroyed more than 20 Iranian naval vessels, including one submarine, and effectively neutralized at this time the main Iranian naval presence on the ground there" 🔵Hegset was asked about the massacre at Minab elementary school in Iran - more than 165 CHILDREN died (10) 'All I can say is that we are investigating and of course we never target civilian objectives' Reporter: Several days have already passed 'We are investigating'

S p r i n t e r

12,437 görüntüleme • 5 ay önce

how to grow your product from $0 to $10k MRR with AI influencers (using GPT Images 2.0 and Seedance 2.0): > start on Pinterest, save 15-20 reference bodies that fit your niche, after body type, lighting, styling, vibe, the raw material for an avatar you'll run for months > drop the refs into GPT Images 2.0 on thinking mode, have it extract the visual profile and generate a character sheet (front, side, 3-quarter, locked outfit, locked lighting), this sheet is the only asset that carries across every clip you ever ship > feed it into Higgsfield marketing studio as your avatar > paste your product link, prompt a 15-second UGC for tiktok, Seedance hands back a video with perfect lipsync and native audio in one pass > repeat that whole workflow per influencer, post daily per account, slip a product pitch in every 5-7 uploads, done and yes, you can literally create an army of influencers, but you'll need a proper system... lemme show you how it's done you need to factory reset an iphone, here's how to set it up: > set language and region to your target country (most likely US) > fresh gmail and fresh apple ID per device > match the app store region > run a paid dedicated-IP VPN > 2-3 accounts per device max, warm each one 1-2 days before the first post > VPN on at all times this is how you nail distribution at scale for cheap
0:15

how to grow your product from $0 to $10k MRR with AI influencers (using GPT Images 2.0 and Seedance 2.0): > start on Pinterest, save 15-20 reference bodies that fit your niche, after body type, lighting, styling, vibe, the raw material for an avatar you'll run for months > drop the refs into GPT Images 2.0 on thinking mode, have it extract the visual profile and generate a character sheet (front, side, 3-quarter, locked outfit, locked lighting), this sheet is the only asset that carries across every clip you ever ship > feed it into Higgsfield marketing studio as your avatar > paste your product link, prompt a 15-second UGC for tiktok, Seedance hands back a video with perfect lipsync and native audio in one pass > repeat that whole workflow per influencer, post daily per account, slip a product pitch in every 5-7 uploads, done and yes, you can literally create an army of influencers, but you'll need a proper system... lemme show you how it's done you need to factory reset an iphone, here's how to set it up: > set language and region to your target country (most likely US) > fresh gmail and fresh apple ID per device > match the app store region > run a paid dedicated-IP VPN > 2-3 accounts per device max, warm each one 1-2 days before the first post > VPN on at all times this is how you nail distribution at scale for cheap

Machina

21,283 görüntüleme • 3 ay önce

So, let me get this straight SpaceWeatherNews . Earth’s magnetic field is weakening right now, and it’s happening faster than expected. When you look back, the record shows the field didn’t always drift slowly either, sometimes it collapsed and re organized and things got beyond chaotic. The Sun isn’t a campfire in the sky like we were taught, it behaves in cycles and it can get violent in ways we’re only starting to understand. Earth reacts electrically and magnetically, like a living system kinda like bieng plugged into the Sun. Ice cores, tree rings, and archaeological layers all show resets happening at the same times around the world. Not once, but repeatedly. It's a clear pattern. We have direct measurements showing Earth’s magnetic field has weakened significantly in just a couple of centuries, with anomalies growing and the poles accelerating in ways that match pre excursion behavior seen in the geological record. We have lava flows that lock in multiple magnetic directions in a single cooling event, proving the field can shift rapidly, not over slow timelines. We have ice cores and tree rings showing abrupt spikes in cosmic radiation markers like carbon 14 and beryllium 10 that appear globally and simultaneously, which only happens when shielding fails or solar input surges. We have sudden climate reversals, where temperatures jump or crash in decades. Something standard models still have a hard time to explain. And we have synchronized layers of environmental fails in human history. We have abandoned settlements, cultural collapses, and reset layers that line up with those same physical events. None of this is speculative on its own. This is not speculation or fake, these are connected, because we have the individual datasets, they have been peer reviewed, and is sitting in plain sight. Forget the aliens for a second because we have some preparing to do.
0:14

So, let me get this straight SpaceWeatherNews . Earth’s magnetic field is weakening right now, and it’s happening faster than expected. When you look back, the record shows the field didn’t always drift slowly either, sometimes it collapsed and re organized and things got beyond chaotic. The Sun isn’t a campfire in the sky like we were taught, it behaves in cycles and it can get violent in ways we’re only starting to understand. Earth reacts electrically and magnetically, like a living system kinda like bieng plugged into the Sun. Ice cores, tree rings, and archaeological layers all show resets happening at the same times around the world. Not once, but repeatedly. It's a clear pattern. We have direct measurements showing Earth’s magnetic field has weakened significantly in just a couple of centuries, with anomalies growing and the poles accelerating in ways that match pre excursion behavior seen in the geological record. We have lava flows that lock in multiple magnetic directions in a single cooling event, proving the field can shift rapidly, not over slow timelines. We have ice cores and tree rings showing abrupt spikes in cosmic radiation markers like carbon 14 and beryllium 10 that appear globally and simultaneously, which only happens when shielding fails or solar input surges. We have sudden climate reversals, where temperatures jump or crash in decades. Something standard models still have a hard time to explain. And we have synchronized layers of environmental fails in human history. We have abandoned settlements, cultural collapses, and reset layers that line up with those same physical events. None of this is speculative on its own. This is not speculation or fake, these are connected, because we have the individual datasets, they have been peer reviewed, and is sitting in plain sight. Forget the aliens for a second because we have some preparing to do.

Jason Wilde

46,873 görüntüleme • 5 ay önce

I watched Elon Musk’s interview with The Economist and heard him claim 250,000 girls were systematically raped by grooming gangs in the UK. It sounded too monstrous to be real, so I did what I always do. I went to check the receipts myself. I wish I hadn’t. It is worse than the number. A warning first. If this kind of thing enrages you, if you have children, if you do not have the stomach for it today, stop reading here. You do not have to carry it. Honesty first, because I do not post numbers I cannot defend. The 250,000 figure is not a documented count. It is an extrapolation scaled up from local cases. Here is the hard truth though: it might be accurate, and it might even be low. Nobody can say, because there has never been a full national audit or an investigation of every town. The number is unproven precisely because the country has refused to go looking for it. That refusal is its own answer. Here is what the government’s investigations did find. The 2014 Jay Report: in Rotherham alone, at least 1,400 children sexually exploited over sixteen years, and that was the conservative estimate. Baroness Casey’s 2025 national audit confirmed the same pattern across Rochdale, Oxford, Oldham, Telford. Nearly 19,000 children flagged as exploitation victims in England in a single year. The Met is re-examining 9,000 cases. No one knows the true total, because for decades the people paid to count deliberately did not. Both reports found the convicted offenders in these networks were Pakistani Muslim men. And officials avoided recording that fact out of fear of being called racist. Let that land. They stayed silent about who was doing it because they feared an accusation more than they feared the abuse. Girls as young as eleven were written off as troubled teenagers making lifestyle choices. The system did not fail to see it. It chose not to look. Then the punishment. Some got what Britain calls serious sentences. Shabir Ahmed, the Rochdale ringleader, 22 years for 30 counts of child rape. Others 35. In much of America a single count could mean life. There, 30 counts draws 22 years, and then they let you out early. Ahmed served 14 years and walked free this July, shielded from the deportation his victims were promised by a 1971 immigration loophole. Several offenders held dual British-Pakistani citizenship, which is exactly why removal was promised and exactly why the failure to deliver it is so damning. Qari Abdul Rauf served two and a half years of six and is still in Rochdale, seen shopping in the town where he abused children. Adil Khan, who impregnated a 13-year-old, called his case racist and a laughing matter in court and argued he should stay because his son needs a role model. And the coldest part. For years the trouble was not the abuse. It was talking about it. Britain’s speech laws have only tightened since, with people jailed over social media posts, one woman handed 31 months for a single tweet. A nation that struggled for a decade to jail child rapists moves overnight to jail citizens for the wrong words online. That is the whole sickness. Rape a child and you may serve half a soft sentence and stroll home. Post the wrong thing about it and the state finds its spine. So make the sentences serious and mean it. Deport who can be deported. Protect the people exposing this, not the institutions that buried it. And count them. Every town, every case, no matter what the number turns out to be. Failed by their abusers, the councils, the police, the courts, and a state more offended by a tweet than by their suffering. Every betrayal preventable. These are children. Say it out loud, whatever it costs, because the silence is what let it happen. Thank you, Elon, for the reminder that when something sounds too awful to be true, the only responsible thing is to go check the receipts yourself. The number was unproven. What sat underneath it was worse. 🦋
0:10

I watched Elon Musk’s interview with The Economist and heard him claim 250,000 girls were systematically raped by grooming gangs in the UK. It sounded too monstrous to be real, so I did what I always do. I went to check the receipts myself. I wish I hadn’t. It is worse than the number. A warning first. If this kind of thing enrages you, if you have children, if you do not have the stomach for it today, stop reading here. You do not have to carry it. Honesty first, because I do not post numbers I cannot defend. The 250,000 figure is not a documented count. It is an extrapolation scaled up from local cases. Here is the hard truth though: it might be accurate, and it might even be low. Nobody can say, because there has never been a full national audit or an investigation of every town. The number is unproven precisely because the country has refused to go looking for it. That refusal is its own answer. Here is what the government’s investigations did find. The 2014 Jay Report: in Rotherham alone, at least 1,400 children sexually exploited over sixteen years, and that was the conservative estimate. Baroness Casey’s 2025 national audit confirmed the same pattern across Rochdale, Oxford, Oldham, Telford. Nearly 19,000 children flagged as exploitation victims in England in a single year. The Met is re-examining 9,000 cases. No one knows the true total, because for decades the people paid to count deliberately did not. Both reports found the convicted offenders in these networks were Pakistani Muslim men. And officials avoided recording that fact out of fear of being called racist. Let that land. They stayed silent about who was doing it because they feared an accusation more than they feared the abuse. Girls as young as eleven were written off as troubled teenagers making lifestyle choices. The system did not fail to see it. It chose not to look. Then the punishment. Some got what Britain calls serious sentences. Shabir Ahmed, the Rochdale ringleader, 22 years for 30 counts of child rape. Others 35. In much of America a single count could mean life. There, 30 counts draws 22 years, and then they let you out early. Ahmed served 14 years and walked free this July, shielded from the deportation his victims were promised by a 1971 immigration loophole. Several offenders held dual British-Pakistani citizenship, which is exactly why removal was promised and exactly why the failure to deliver it is so damning. Qari Abdul Rauf served two and a half years of six and is still in Rochdale, seen shopping in the town where he abused children. Adil Khan, who impregnated a 13-year-old, called his case racist and a laughing matter in court and argued he should stay because his son needs a role model. And the coldest part. For years the trouble was not the abuse. It was talking about it. Britain’s speech laws have only tightened since, with people jailed over social media posts, one woman handed 31 months for a single tweet. A nation that struggled for a decade to jail child rapists moves overnight to jail citizens for the wrong words online. That is the whole sickness. Rape a child and you may serve half a soft sentence and stroll home. Post the wrong thing about it and the state finds its spine. So make the sentences serious and mean it. Deport who can be deported. Protect the people exposing this, not the institutions that buried it. And count them. Every town, every case, no matter what the number turns out to be. Failed by their abusers, the councils, the police, the courts, and a state more offended by a tweet than by their suffering. Every betrayal preventable. These are children. Say it out loud, whatever it costs, because the silence is what let it happen. Thank you, Elon, for the reminder that when something sounds too awful to be true, the only responsible thing is to go check the receipts yourself. The number was unproven. What sat underneath it was worse. 🦋

Selene Mariposa

315,358 görüntüleme • 24 gün önce

I watched Elon Musk’s interview with The Economist and heard him claim 250,000 girls were systematically raped by grooming gangs in the UK. It sounded too monstrous to be real, so I did what I always do. I went to check the receipts myself. It is worse than the number. A warning first. If this kind of thing enrages you, if you have children, if you do not have the stomach for it today, stop reading here. You do not have to carry it. The 250,000 figure is not a documented count. It is an extrapolation scaled up from local cases. Here is the hard truth though: it might be accurate, and it might even be low. Nobody can say, because there has never been a full national audit or an investigation of every town. The number is unproven precisely because the country has refused to go looking for it. That refusal is its own answer. Here is what the government’s investigations did find. The 2014 Jay Report: in Rotherham alone, at least 1,400 children sexually exploited over sixteen years, and that was the conservative estimate. Baroness Casey’s 2025 national audit confirmed the same pattern across Rochdale, Oxford, Oldham, Telford. Nearly 19,000 children flagged as exploitation victims in England in a single year. The Met is re-examining 9,000 cases. No one knows the true total, because for decades the people paid to count deliberately did not. Both reports found the convicted offenders in these networks were Pakistani Muslim men. And officials avoided recording that fact out of fear of being called racist. Let that land. They stayed silent about who was doing it because they feared an accusation more than they feared the abuse. Girls as young as eleven were written off as troubled teenagers making lifestyle choices. The system did not fail to see it. It chose not to look. Then the punishment. Some got what Britain calls serious sentences. Shabir Ahmed, the Rochdale ringleader, 22 years for 30 counts of child rape. Others 35. In much of America a single count could mean life. There, 30 counts draws 22 years, and then they let you out early. Ahmed served 14 years and walked free this July, shielded from the deportation his victims were promised by a 1971 immigration loophole. Several offenders held dual British-Pakistani citizenship, which is exactly why removal was promised and exactly why the failure to deliver it is so damning. Qari Abdul Rauf served two and a half years of six and is still in Rochdale, seen shopping in the town where he abused children. Adil Khan, who impregnated a 13-year-old, called his case racist and a laughing matter in court and argued he should stay because his son needs a role model. And the coldest part. For years the trouble was not the abuse. It was talking about it. Britain’s speech laws have only tightened since, with people jailed over social media posts, one woman handed 31 months for a single tweet. A nation that struggled for a decade to jail child rapists moves overnight to jail citizens for the wrong words online. That is the whole sickness. Rape a child and you may serve half a soft sentence and stroll home. Post the wrong thing about it and the state finds its spine. So make the sentences serious and mean it. Deport who can be deported. Protect the people exposing this, not the institutions that buried it. And count them. Every town, every case, no matter what the number turns out to be. Failed by their abusers, the councils, the police, the courts, and a state more offended by a tweet than by their suffering. Every betrayal preventable. These are children. Say it out loud, whatever it costs, because the silence is what let it happen. Thank you, Elon, for the reminder that when something sounds too awful to be true, the only responsible thing is to go check the receipts yourself. The number was unproven. What sat underneath it was worse. - Selene Mariposa
0:10

I watched Elon Musk’s interview with The Economist and heard him claim 250,000 girls were systematically raped by grooming gangs in the UK. It sounded too monstrous to be real, so I did what I always do. I went to check the receipts myself. It is worse than the number. A warning first. If this kind of thing enrages you, if you have children, if you do not have the stomach for it today, stop reading here. You do not have to carry it. The 250,000 figure is not a documented count. It is an extrapolation scaled up from local cases. Here is the hard truth though: it might be accurate, and it might even be low. Nobody can say, because there has never been a full national audit or an investigation of every town. The number is unproven precisely because the country has refused to go looking for it. That refusal is its own answer. Here is what the government’s investigations did find. The 2014 Jay Report: in Rotherham alone, at least 1,400 children sexually exploited over sixteen years, and that was the conservative estimate. Baroness Casey’s 2025 national audit confirmed the same pattern across Rochdale, Oxford, Oldham, Telford. Nearly 19,000 children flagged as exploitation victims in England in a single year. The Met is re-examining 9,000 cases. No one knows the true total, because for decades the people paid to count deliberately did not. Both reports found the convicted offenders in these networks were Pakistani Muslim men. And officials avoided recording that fact out of fear of being called racist. Let that land. They stayed silent about who was doing it because they feared an accusation more than they feared the abuse. Girls as young as eleven were written off as troubled teenagers making lifestyle choices. The system did not fail to see it. It chose not to look. Then the punishment. Some got what Britain calls serious sentences. Shabir Ahmed, the Rochdale ringleader, 22 years for 30 counts of child rape. Others 35. In much of America a single count could mean life. There, 30 counts draws 22 years, and then they let you out early. Ahmed served 14 years and walked free this July, shielded from the deportation his victims were promised by a 1971 immigration loophole. Several offenders held dual British-Pakistani citizenship, which is exactly why removal was promised and exactly why the failure to deliver it is so damning. Qari Abdul Rauf served two and a half years of six and is still in Rochdale, seen shopping in the town where he abused children. Adil Khan, who impregnated a 13-year-old, called his case racist and a laughing matter in court and argued he should stay because his son needs a role model. And the coldest part. For years the trouble was not the abuse. It was talking about it. Britain’s speech laws have only tightened since, with people jailed over social media posts, one woman handed 31 months for a single tweet. A nation that struggled for a decade to jail child rapists moves overnight to jail citizens for the wrong words online. That is the whole sickness. Rape a child and you may serve half a soft sentence and stroll home. Post the wrong thing about it and the state finds its spine. So make the sentences serious and mean it. Deport who can be deported. Protect the people exposing this, not the institutions that buried it. And count them. Every town, every case, no matter what the number turns out to be. Failed by their abusers, the councils, the police, the courts, and a state more offended by a tweet than by their suffering. Every betrayal preventable. These are children. Say it out loud, whatever it costs, because the silence is what let it happen. Thank you, Elon, for the reminder that when something sounds too awful to be true, the only responsible thing is to go check the receipts yourself. The number was unproven. What sat underneath it was worse. - Selene Mariposa

Imtiaz Mahmood

72,784 görüntüleme • 23 gün önce

Universities and High Schools have not moved rapidly enough to guide students to have skills for the next decade. THEY HAVE FAILED. It is a massive crisis that can be averted by understanding what AI and Robotics will bring about. Solutions are knowing how to use these tools and new industries that will rise. But this situation is also on ALL OF US. No “job” is safe from founder to entry level in most industries. You and I, by what we do, will be “replaced” ultimately. What to do? AI and Robotics are tools, the next decade is owned by those who know how to use them expertly, but this is also temporary. We have to understand that what we do for “work” will change giving ultimately a greater value to those that are: Creative Flexible Always learning Willing to be wrong Love being human Love being alive Know history Covet wisdom Knowing all tech has downsides Building strong family and friends Realize many institutions have failed The first four are required for you to be able to live through this period with your sanity intact. The rest will allow you to thrive. There are no true careers at this point anymore. There are advocation and vocations which will either earn you money or give life meaning. We will learn that we are not “what we do”, just like we knew for 99% of human existence. Let that sink in. — You and I are far, far ahead of knowing this and we can do two things: 1) Laugh at the “clueless” 2) Help people understand with grace Go to Reddit if you are 1, in fact don’t follow me because you will not like this next decade and what I post. You are 2 and thank you. Even if you and I have not solved this issue, we can help people understand what is ahead and with determination and creativity bound together to solve it locally. Or human family has done this millions of times. The evidence is: you are here. The Neo Luddite movement has not even begun and it will potentially rip apart society even more than all the fashionable moment in the recent past has. These Luddites will have a good point with the wrong answers cooked up by dying academics that cling to labels, “virtues” and victim hood. It will be readymade for some governments to enter in as “big daddy” to “help us”. You will not like what they do, but you will only know when it is too late. It will include YOU “volunteering” to “leave” by 60, to “help out” CanadaPod style. “Brian, I’m 24 what do I do?”. I hope to do much more here to help. But I do know this: 1) Learn a trade or vocation because it’s valuable. It may also be free to low cost if you do it right. 2) Learn everything you can about USING AI and TRAINING YOUR AI. Your expertise will be in the top 1% for a decade. But not forever. 3) Understand Bitcoin and how it will rise while other things sink. This is a short list for now. We will know more moving forward. When you see videos like this posted below, know one thing: Many of these folks had no real family of mental and physical support. Maybe no parent or one parent. Maybe only a broke system to prepare them for—nothing. This was not their doing. Now it is not your “job” to help them, it is your survival to help them if that is what you need. See some day after the dust settles these 20 year olds will be 40 year olds and running YOUR world. And at some point you may need them more than you think you do. You will need them, as they need you now. THIS IS WHAT PAST WISDOM KNEW. The elders of the past never found the need to piss on the youth and hope for the best. THE YOUTH ARE OUR BEST, let us all find ways to change it, even if every aspect of “the system” wants us to berate them into the ground.
0:17

Universities and High Schools have not moved rapidly enough to guide students to have skills for the next decade. THEY HAVE FAILED. It is a massive crisis that can be averted by understanding what AI and Robotics will bring about. Solutions are knowing how to use these tools and new industries that will rise. But this situation is also on ALL OF US. No “job” is safe from founder to entry level in most industries. You and I, by what we do, will be “replaced” ultimately. What to do? AI and Robotics are tools, the next decade is owned by those who know how to use them expertly, but this is also temporary. We have to understand that what we do for “work” will change giving ultimately a greater value to those that are: Creative Flexible Always learning Willing to be wrong Love being human Love being alive Know history Covet wisdom Knowing all tech has downsides Building strong family and friends Realize many institutions have failed The first four are required for you to be able to live through this period with your sanity intact. The rest will allow you to thrive. There are no true careers at this point anymore. There are advocation and vocations which will either earn you money or give life meaning. We will learn that we are not “what we do”, just like we knew for 99% of human existence. Let that sink in. — You and I are far, far ahead of knowing this and we can do two things: 1) Laugh at the “clueless” 2) Help people understand with grace Go to Reddit if you are 1, in fact don’t follow me because you will not like this next decade and what I post. You are 2 and thank you. Even if you and I have not solved this issue, we can help people understand what is ahead and with determination and creativity bound together to solve it locally. Or human family has done this millions of times. The evidence is: you are here. The Neo Luddite movement has not even begun and it will potentially rip apart society even more than all the fashionable moment in the recent past has. These Luddites will have a good point with the wrong answers cooked up by dying academics that cling to labels, “virtues” and victim hood. It will be readymade for some governments to enter in as “big daddy” to “help us”. You will not like what they do, but you will only know when it is too late. It will include YOU “volunteering” to “leave” by 60, to “help out” CanadaPod style. “Brian, I’m 24 what do I do?”. I hope to do much more here to help. But I do know this: 1) Learn a trade or vocation because it’s valuable. It may also be free to low cost if you do it right. 2) Learn everything you can about USING AI and TRAINING YOUR AI. Your expertise will be in the top 1% for a decade. But not forever. 3) Understand Bitcoin and how it will rise while other things sink. This is a short list for now. We will know more moving forward. When you see videos like this posted below, know one thing: Many of these folks had no real family of mental and physical support. Maybe no parent or one parent. Maybe only a broke system to prepare them for—nothing. This was not their doing. Now it is not your “job” to help them, it is your survival to help them if that is what you need. See some day after the dust settles these 20 year olds will be 40 year olds and running YOUR world. And at some point you may need them more than you think you do. You will need them, as they need you now. THIS IS WHAT PAST WISDOM KNEW. The elders of the past never found the need to piss on the youth and hope for the best. THE YOUTH ARE OUR BEST, let us all find ways to change it, even if every aspect of “the system” wants us to berate them into the ground.

Brian Roemmele

37,681 görüntüleme • 11 ay önce

Tory Lanez Appeal denied to be heard by California Supreme Court. What this means: This is the highest court in California that he can appeal to. They can try the US Supreme Court. This is not surprising given how this case has gone. So let’s talk about it. This case was a tough one to sit through, as the evidence heavily said that Tory was not guilty, but the girls were. Tory didn’t have to say it was Kelsey, the eyewitness did, the night it happened. The Girls Fought, the driver broke it up The girl (Kelsey) shot, Tory gets out to stop Kelsey. Evidence of a fight was all over Kelsey body…..hair pulled out, cuts and bruises to her legs where Megan kicked her repeatedly, nails ripped off, jewelry yanked off, clothes ripped. Megan has a knot on her forehead. Kelsey nails & jewelry found at the scene & bagged in evidence. Kelsey tests positive for GSR, was terrified of police, refused to speak to them & asks for an attorney. Kelsey is not allowed to see Megan in the hospital, she instead was fired, kicked out of Megan’s house, put into a hotel, given a plane ticket home. Megan and Kelsey immediately ends their business/BF relationship. Megan lies to police & doctors, causing two different medical reports to be made about glass & fragments. Police unaware Megan was even shot until she said so. Megan gives multiple different stories about a glass injury, then gives two different stories about how the shooting occurred. She admits to detectives that her and Tory had an intimate relationship but then lied on Gayle king about it, then admitted it was true after the show. Causing her to become an unreliable witness. Now somehow, the media only reports the part about Megan being shot and Tory being the shooter for over a year. Apparently… they are never told about an eyewitness, the girls fighting, Kelsey GSR results etc until Tory’s team exposed it a year later. Tory & team effectively gagged from speaking right after this. Megan and her team given a free for all to continue to spread their narratives only. In court Megan was the only witness the state provided, Kelsey needed immunity, Justin refused to testify & they did nothing to debunk the eyewitness. They provided no evidence the gun even belonged to Tory or that he shot it, as his DNA couldn’t be found on it. Yet somehow, we’re just supposed to believe he did this when evidence and witnesses contradict Megan’s multiple version of events. I don’t think so. Until the witnesses claims, that has evidence to match them, are debunked by other evidence… all we have is, two lying females who didn’t want to go to jail, so they blamed the man & got away with it. So, it’ll always be Free Tory & you can’t trust our Justice system. There’s nothing to celebrate here, this is a disgusting Miscarriage of Justice. Don’t be afraid to call it what it is. ☔️ ( Sean Kelly Statements the night of the shooting.)👇🏾👇🏾
1:04

Tory Lanez Appeal denied to be heard by California Supreme Court. What this means: This is the highest court in California that he can appeal to. They can try the US Supreme Court. This is not surprising given how this case has gone. So let’s talk about it. This case was a tough one to sit through, as the evidence heavily said that Tory was not guilty, but the girls were. Tory didn’t have to say it was Kelsey, the eyewitness did, the night it happened. The Girls Fought, the driver broke it up The girl (Kelsey) shot, Tory gets out to stop Kelsey. Evidence of a fight was all over Kelsey body…..hair pulled out, cuts and bruises to her legs where Megan kicked her repeatedly, nails ripped off, jewelry yanked off, clothes ripped. Megan has a knot on her forehead. Kelsey nails & jewelry found at the scene & bagged in evidence. Kelsey tests positive for GSR, was terrified of police, refused to speak to them & asks for an attorney. Kelsey is not allowed to see Megan in the hospital, she instead was fired, kicked out of Megan’s house, put into a hotel, given a plane ticket home. Megan and Kelsey immediately ends their business/BF relationship. Megan lies to police & doctors, causing two different medical reports to be made about glass & fragments. Police unaware Megan was even shot until she said so. Megan gives multiple different stories about a glass injury, then gives two different stories about how the shooting occurred. She admits to detectives that her and Tory had an intimate relationship but then lied on Gayle king about it, then admitted it was true after the show. Causing her to become an unreliable witness. Now somehow, the media only reports the part about Megan being shot and Tory being the shooter for over a year. Apparently… they are never told about an eyewitness, the girls fighting, Kelsey GSR results etc until Tory’s team exposed it a year later. Tory & team effectively gagged from speaking right after this. Megan and her team given a free for all to continue to spread their narratives only. In court Megan was the only witness the state provided, Kelsey needed immunity, Justin refused to testify & they did nothing to debunk the eyewitness. They provided no evidence the gun even belonged to Tory or that he shot it, as his DNA couldn’t be found on it. Yet somehow, we’re just supposed to believe he did this when evidence and witnesses contradict Megan’s multiple version of events. I don’t think so. Until the witnesses claims, that has evidence to match them, are debunked by other evidence… all we have is, two lying females who didn’t want to go to jail, so they blamed the man & got away with it. So, it’ll always be Free Tory & you can’t trust our Justice system. There’s nothing to celebrate here, this is a disgusting Miscarriage of Justice. Don’t be afraid to call it what it is. ☔️ ( Sean Kelly Statements the night of the shooting.)👇🏾👇🏾

CRYSTAL NICOLE

21,462 görüntüleme • 5 ay önce

She saw the different levels of Purgatory… and said even the “lightest” pain would change how you live today 🙏👇 Shortly before her death in 1607, St. Mary Magdalene de' Pazzi experienced a deep ecstasy while walking with her sisters in the convent garden. During this state of prayer, she was given a vision of Purgatory. In her own accounts, she described it as a place of purification where God’s justice and mercy work together. She understood that the souls there already belong to God. They are saved, but they are being purified from the effects of sin and any remaining attachment to it. She saw different degrees of suffering. Some souls endured intense purification for attachments to sin or for faults they treated lightly in life. Others suffered more deeply, especially for sins against charity, pride, or for neglecting their responsibilities. There were also souls who had lived good lives, but still needed to be purified from smaller imperfections before entering Heaven. The suffering was not the same for everyone, but all of it had a purpose. One moment that stayed with her was seeing the soul of a sister who had recently died. The soul was in suffering, but also filled with desire for God. There was no despair. Only longing and trust, knowing that this purification would end in Heaven. Even small sins matter more than we think. This matches what the Church teaches. Purgatory is not a second chance, but a final cleansing for those who die in God’s grace. The souls there cannot help themselves, but they can be helped by us. The Church has always taught that our prayers, sacrifices, and especially the Holy Mass can assist them. Catechism of the Catholic Church explains that this purification is necessary so that a soul can enter the full holiness of Heaven. It also reminds us that praying for the dead is an act of charity that has been practiced since the earliest Christians. “It is therefore a holy and wholesome thought to pray for the dead, that they may be loosed from their sins.” (2 Maccabees 12:46) “…the fire will test what sort of work each one has done… If any man’s work is burned up, he will suffer loss, though he himself will be saved, but only as through fire.” (1 Corinthians 3:13–15) Many souls are remembered less as time passes. Some may have no one praying for them anymore. So the question is simple and honest: 💬 Have you ever experienced a moment that made you suddenly realize how serious sin actually is?
0:10

She saw the different levels of Purgatory… and said even the “lightest” pain would change how you live today 🙏👇 Shortly before her death in 1607, St. Mary Magdalene de' Pazzi experienced a deep ecstasy while walking with her sisters in the convent garden. During this state of prayer, she was given a vision of Purgatory. In her own accounts, she described it as a place of purification where God’s justice and mercy work together. She understood that the souls there already belong to God. They are saved, but they are being purified from the effects of sin and any remaining attachment to it. She saw different degrees of suffering. Some souls endured intense purification for attachments to sin or for faults they treated lightly in life. Others suffered more deeply, especially for sins against charity, pride, or for neglecting their responsibilities. There were also souls who had lived good lives, but still needed to be purified from smaller imperfections before entering Heaven. The suffering was not the same for everyone, but all of it had a purpose. One moment that stayed with her was seeing the soul of a sister who had recently died. The soul was in suffering, but also filled with desire for God. There was no despair. Only longing and trust, knowing that this purification would end in Heaven. Even small sins matter more than we think. This matches what the Church teaches. Purgatory is not a second chance, but a final cleansing for those who die in God’s grace. The souls there cannot help themselves, but they can be helped by us. The Church has always taught that our prayers, sacrifices, and especially the Holy Mass can assist them. Catechism of the Catholic Church explains that this purification is necessary so that a soul can enter the full holiness of Heaven. It also reminds us that praying for the dead is an act of charity that has been practiced since the earliest Christians. “It is therefore a holy and wholesome thought to pray for the dead, that they may be loosed from their sins.” (2 Maccabees 12:46) “…the fire will test what sort of work each one has done… If any man’s work is burned up, he will suffer loss, though he himself will be saved, but only as through fire.” (1 Corinthians 3:13–15) Many souls are remembered less as time passes. Some may have no one praying for them anymore. So the question is simple and honest: 💬 Have you ever experienced a moment that made you suddenly realize how serious sin actually is?

Dana Rachel 🇻🇦

15,041 görüntüleme • 2 ay önce

Managed to get out of Dubai. The following is my personal opinion & experience 🇦🇪 Everything went quite seamless. Careem cabs operate normally. The airport is extremely well organized, considering the circumstances. The world has changed since Saturday and unfortunately, the country I moved to 3 years ago has been under heavy attacks. Why? No one really knows. However, I find it extremely disturbing that most media - including our beloved CT - exploits that serious situation to take cheap shots at Dubai and people who moved here. There are real families and hard working people affected. Most are scared or feel extremely uncomfortable. It's a traumatizing experience to hear missile interceptions right above your house. Nothing I wish for any human to ever experience, no matter if you pay 0% or 50% taxes. I don't even know what the link between those two things should be?? If anything, it proves that the UAE cares about their people and is able to protect its residents. Even at 0% income tax. Dubai was not known for it's strong military. It was always portrayed to be bling-bling golden steaks and influencers. But the UAE has shown the entire world that it can defend 1,000+ drones and 200+ missiles from a direct neighbor. That is impressive, whether you love or hate the UAE. Many countries would likely not be able to absorb that. So, if anything: Dubai and the UAE have demonstrated that the system works. I have lived in multiple countries around the world and the UAE is by far the most capable of handling crisis. Why did I leave Dubai then? Because it's not a situation I want to be in. Missile interceptions and drone explosions are no joke. Besides the danger that debris could hit your roof, there's an incredible intensity in the air. Most describe it as "intense calmness". While the Government managed to keep everyone from panicking, it's impossible for everyone to stay fully calm. And you can feel that in the day to day. The first night I got virtually no sleep. The night of my departure neither. I haven't left my house at all after the attacks started. But I'm out now. I really hope that leaving the country wasn't necessary, and that I will be able to come back to Dubai as soon as possible. And no, I'm not paid to say this, nor did I sign anything. Maybe part of the truth why no one who lives in Dubai has bad things to say about it is because it's one of the rare places on earth where people actually trust the Government and respect them? Not only for creating wealth and understanding business, but for caring and communicating in a way most other countries are simply incapable of. Anyways, I guess the point of this post is to 1) Tell everyone in Dubai that it's possible to leave right now. I know many people are very scared and want to get out. Be persistent with the airline if they cancel your flight and push hard to get rebooked on the next available one. And maybe choose a destination that isn't Europe, considering most of these flights are overbooked already and impossible to get on. 2) Dubai's self defense is impressive and we should acknowledge that. At least this one time, let's not derail into irrelevant discussions but show respect to the leaders + express empathy for those affected. 3) As an expat living in Dubai, I can still feel proud of my home country and do not have to choose. This isn't a black and white situation. Dubai is a melting pot of cultures and great place for Business. Other countries have better nature, social life or other things. It's also up to individual preference. 4) If you hate Dubai, yalla you don't need to live here, visit nor speak about it. Enjoy the place you live in and focus on your own. No need to feel triggered and take cheap shots at hard working people and families that are currently under heavy missile attacks. One final thing that really became clear to me this week is that after all, safety, health and living in freedom are absolutely priceless. May this all be over with soon and for sustaining peace to come in 🤲🏼
0:12

Managed to get out of Dubai. The following is my personal opinion & experience 🇦🇪 Everything went quite seamless. Careem cabs operate normally. The airport is extremely well organized, considering the circumstances. The world has changed since Saturday and unfortunately, the country I moved to 3 years ago has been under heavy attacks. Why? No one really knows. However, I find it extremely disturbing that most media - including our beloved CT - exploits that serious situation to take cheap shots at Dubai and people who moved here. There are real families and hard working people affected. Most are scared or feel extremely uncomfortable. It's a traumatizing experience to hear missile interceptions right above your house. Nothing I wish for any human to ever experience, no matter if you pay 0% or 50% taxes. I don't even know what the link between those two things should be?? If anything, it proves that the UAE cares about their people and is able to protect its residents. Even at 0% income tax. Dubai was not known for it's strong military. It was always portrayed to be bling-bling golden steaks and influencers. But the UAE has shown the entire world that it can defend 1,000+ drones and 200+ missiles from a direct neighbor. That is impressive, whether you love or hate the UAE. Many countries would likely not be able to absorb that. So, if anything: Dubai and the UAE have demonstrated that the system works. I have lived in multiple countries around the world and the UAE is by far the most capable of handling crisis. Why did I leave Dubai then? Because it's not a situation I want to be in. Missile interceptions and drone explosions are no joke. Besides the danger that debris could hit your roof, there's an incredible intensity in the air. Most describe it as "intense calmness". While the Government managed to keep everyone from panicking, it's impossible for everyone to stay fully calm. And you can feel that in the day to day. The first night I got virtually no sleep. The night of my departure neither. I haven't left my house at all after the attacks started. But I'm out now. I really hope that leaving the country wasn't necessary, and that I will be able to come back to Dubai as soon as possible. And no, I'm not paid to say this, nor did I sign anything. Maybe part of the truth why no one who lives in Dubai has bad things to say about it is because it's one of the rare places on earth where people actually trust the Government and respect them? Not only for creating wealth and understanding business, but for caring and communicating in a way most other countries are simply incapable of. Anyways, I guess the point of this post is to 1) Tell everyone in Dubai that it's possible to leave right now. I know many people are very scared and want to get out. Be persistent with the airline if they cancel your flight and push hard to get rebooked on the next available one. And maybe choose a destination that isn't Europe, considering most of these flights are overbooked already and impossible to get on. 2) Dubai's self defense is impressive and we should acknowledge that. At least this one time, let's not derail into irrelevant discussions but show respect to the leaders + express empathy for those affected. 3) As an expat living in Dubai, I can still feel proud of my home country and do not have to choose. This isn't a black and white situation. Dubai is a melting pot of cultures and great place for Business. Other countries have better nature, social life or other things. It's also up to individual preference. 4) If you hate Dubai, yalla you don't need to live here, visit nor speak about it. Enjoy the place you live in and focus on your own. No need to feel triggered and take cheap shots at hard working people and families that are currently under heavy missile attacks. One final thing that really became clear to me this week is that after all, safety, health and living in freedom are absolutely priceless. May this all be over with soon and for sustaining peace to come in 🤲🏼

Cito

1,392,389 görüntüleme • 5 ay önce