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Apple accidentally leaks its foldable iPhone macOS 27 beta reportedly lets users stretch an iPhone screen-mirroring window until the interface looks like an iPad ‘Lol, could this be any more obvious?’ — Bloomberg’s Mark Gurman reacted

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Apple iPhone 16 vs Pixel 9: Which one should you buy? The iPhone 16 is more of an iterative upgrade over its predecessor, but the Pixel 9 brings several notable upgrades, especially in the camera, design and chipset. While the Tensor G4 may not be as fast as the iPhone 16’s A18 chipset, it no longer heats up and is pretty fast when it comes to multitasking and completing AI-powered tasks. If you are already a part of the Apple ecosystem and have the iPhone 14 or an older device, the iPhone 16 might make sense. On the other hand, the Pixel 9 with its smart AI features, solid design and capable cameras might appeal to to those who want a phone that will get software updates for years to come and want to enjoy the clean user interface stock Android has to offer.

Apple iPhone 16 vs Pixel 9: Which one should you buy? The iPhone 16 is more of an iterative upgrade over its predecessor, but the Pixel 9 brings several notable upgrades, especially in the camera, design and chipset. While the Tensor G4 may not be as fast as the iPhone 16’s A18 chipset, it no longer heats up and is pretty fast when it comes to multitasking and completing AI-powered tasks. If you are already a part of the Apple ecosystem and have the iPhone 14 or an older device, the iPhone 16 might make sense. On the other hand, the Pixel 9 with its smart AI features, solid design and capable cameras might appeal to to those who want a phone that will get software updates for years to come and want to enjoy the clean user interface stock Android has to offer.

cutie 🥰

23,995 views • 1 year ago

🚨 THE MILITARY IS USING A SECRET iPHONE - AND APPLE REMOVED THE ENTIRE CAMERA SYSTEM A video just surfaced showing an iPhone that looks completely normal… until you flip it over. No lenses. No cameras. Just a blank metal plate where the camera should be. Why? Because certain military units use custom iPhones that can’t record anything. No photos. No videos. No evidence. Nothing that could leak classified material or expose what’s happening inside secure bases. Apple builds these devices specifically for government contracts - phones that look identical to yours but are hardware-locked by design. And if they can produce a “no-camera” iPhone for the military… what other versions exist that the public has NEVER seen? You think you know what’s inside your device - but clearly, there are multiple versions of the iPhone that never hit the shelves. If they can REMOVE hardware… what else can they secretly ADD?

🚨 THE MILITARY IS USING A SECRET iPHONE - AND APPLE REMOVED THE ENTIRE CAMERA SYSTEM A video just surfaced showing an iPhone that looks completely normal… until you flip it over. No lenses. No cameras. Just a blank metal plate where the camera should be. Why? Because certain military units use custom iPhones that can’t record anything. No photos. No videos. No evidence. Nothing that could leak classified material or expose what’s happening inside secure bases. Apple builds these devices specifically for government contracts - phones that look identical to yours but are hardware-locked by design. And if they can produce a “no-camera” iPhone for the military… what other versions exist that the public has NEVER seen? You think you know what’s inside your device - but clearly, there are multiple versions of the iPhone that never hit the shelves. If they can REMOVE hardware… what else can they secretly ADD?

HustleBitch

792,146 views • 7 months ago

The PCB’s in today’s smartphones contain an ever-increasing density of components and integration. The iPhone uses “Substrate-Like” PCB technology to achieve impressive levels of component density, everything is so closely packed, and no space is wasted. With this PCB technology, a "PCB sandwich" could be made by creating cavities in an FR4 PCB substrate and then stacking another PCB on top to form a lid, the “walls” formed by the cavities can be plated and then used as interconnects. This is similar to hollowing out the inside of a loaf of bread and then filling it with cheese & ingredients – or components in this case! Standard FR4 substrates A clever and smart PCB technology for the modern smartphone. Apple has been using Substrate-Like PCBs since the iPhone X and has been evolving and iterating it with every new iPhone release. It will be interesting to see how this concept is implemented now with the new iPhone 15, looking forward to seeing iFixit next teardown! #b3d #blender3d #geometrynodes #iPhone15Pro #iPhone15 #simulation #electronics #Engineering #hardware #Smartphones #science #kicad #altium #freecad #Eevee #pcbdesign #manufacturing #technology #art

The PCB’s in today’s smartphones contain an ever-increasing density of components and integration. The iPhone uses “Substrate-Like” PCB technology to achieve impressive levels of component density, everything is so closely packed, and no space is wasted. With this PCB technology, a "PCB sandwich" could be made by creating cavities in an FR4 PCB substrate and then stacking another PCB on top to form a lid, the “walls” formed by the cavities can be plated and then used as interconnects. This is similar to hollowing out the inside of a loaf of bread and then filling it with cheese & ingredients – or components in this case! Standard FR4 substrates A clever and smart PCB technology for the modern smartphone. Apple has been using Substrate-Like PCBs since the iPhone X and has been evolving and iterating it with every new iPhone release. It will be interesting to see how this concept is implemented now with the new iPhone 15, looking forward to seeing iFixit next teardown! #b3d #blender3d #geometrynodes #iPhone15Pro #iPhone15 #simulation #electronics #Engineering #hardware #Smartphones #science #kicad #altium #freecad #Eevee #pcbdesign #manufacturing #technology #art

Sam M

41,838 views • 2 years ago

Apple just turned Siri into a wrapper. the most genius business move in AI this year. iOS 27 will lets us use claude, gemini, grok, perplexity, and more through Siri. install the app, toggle it on in settings. they spent years trying to make Siri compete. they couldn’t. so they turned the iPhone into an AI marketplace instead. every AI company now fights for a slot on 2.5 billion devices. Apple takes 30% of every subscription. no models to train. no data centers to build. no compute costs. just distribution. the middleman always win. the company that lost the AI race just figured out how to tax everyone lmao.

Apple just turned Siri into a wrapper. the most genius business move in AI this year. iOS 27 will lets us use claude, gemini, grok, perplexity, and more through Siri. install the app, toggle it on in settings. they spent years trying to make Siri compete. they couldn’t. so they turned the iPhone into an AI marketplace instead. every AI company now fights for a slot on 2.5 billion devices. Apple takes 30% of every subscription. no models to train. no data centers to build. no compute costs. just distribution. the middleman always win. the company that lost the AI race just figured out how to tax everyone lmao.

sui ☄️

1,220,524 views • 4 months ago

🌟 "SHOULD I BUY AN IPHONE FOR TRACKING?" 🌟 tl;dr at bottom I've been using a facecam and Nvidia tracking for a long time and upgrading to a used iphone 13 combined with vbridger, the difference is HUGE. Here is my take on it! Why is Facecam > iPhone? ✅️ More affordable, esp for those using android phones ✅️ More convenient. If you launch Vtubestudio, there's a setting where your webcam automatically turns on, which is great. ✅️ Can track pretty well in the dark IF you already have a good webcam for night tracking. ❌️❌️ Stiff tracking at times ❌️ Not good at tracking specific mouth movement Why iPhone > Facecam? ✅️✅️ You can make the most of your model, since movement along the X and Y axes are a lot more accurate and wider. Also tracks eyes and overall face better. ✅️ More EXPRESSIONS. If your rigging allows for it, things like cheek puff, and tongue are able to be tracked. As far as I know, I cannot do this on facecam. ❌️❌️ WAY more expensive or requires that you have an iPhone already. Needs more set-up (need phone stand right in front of you, need to hook your phone up to a charger at all times, phone could possibly overheat as well if it's old, so you might need a cooler). TL;DR For me, if you have an extra 200 to spare for WAY better tracking, I would 1000% recommend buying a used iPhone on Amazon. iPhone X is the BARE minumum, I would recommend 12/13 so that your phone does not overheat. I do not need to use a cooler for my used iPhone 13. Being able to use my rigging to its fullest makes the model feel so so so different (in a good way). Feel free to reply with any questions, I will try to answer them!

🌟 "SHOULD I BUY AN IPHONE FOR TRACKING?" 🌟 tl;dr at bottom I've been using a facecam and Nvidia tracking for a long time and upgrading to a used iphone 13 combined with vbridger, the difference is HUGE. Here is my take on it! Why is Facecam > iPhone? ✅️ More affordable, esp for those using android phones ✅️ More convenient. If you launch Vtubestudio, there's a setting where your webcam automatically turns on, which is great. ✅️ Can track pretty well in the dark IF you already have a good webcam for night tracking. ❌️❌️ Stiff tracking at times ❌️ Not good at tracking specific mouth movement Why iPhone > Facecam? ✅️✅️ You can make the most of your model, since movement along the X and Y axes are a lot more accurate and wider. Also tracks eyes and overall face better. ✅️ More EXPRESSIONS. If your rigging allows for it, things like cheek puff, and tongue are able to be tracked. As far as I know, I cannot do this on facecam. ❌️❌️ WAY more expensive or requires that you have an iPhone already. Needs more set-up (need phone stand right in front of you, need to hook your phone up to a charger at all times, phone could possibly overheat as well if it's old, so you might need a cooler). TL;DR For me, if you have an extra 200 to spare for WAY better tracking, I would 1000% recommend buying a used iPhone on Amazon. iPhone X is the BARE minumum, I would recommend 12/13 so that your phone does not overheat. I do not need to use a cooler for my used iPhone 13. Being able to use my rigging to its fullest makes the model feel so so so different (in a good way). Feel free to reply with any questions, I will try to answer them!

Minori 🎀🍰💢 || bakaneko vampire :3

309,398 views • 1 year ago

SOMEONE JUST BUILT A PERSONAL AI DASHBOARD WITH CLAUDE AND IT DOES NOT FEEL LIKE A TOOL. It feels like an operating system for their entire life. One screen. Their calendar. Their tasks. Their goals. Their content pipeline. Their finances. Their health metrics. All connected. All updated in real time. All queryable in plain English. Not ten apps talking past each other. One intelligent surface that knows everything and surfaces what matters. They described what they wanted to Claude Design. Claude built the entire interface. Then they connected it to Opus 4.7 as the reasoning layer. Now instead of opening five apps to answer one question they just ask the dashboard. This is what personal computing looks like when the interface finally understands you. The people building their own AI OS right now will look back at this moment the way the first iPhone users looked back at 2007. You are early.

SOMEONE JUST BUILT A PERSONAL AI DASHBOARD WITH CLAUDE AND IT DOES NOT FEEL LIKE A TOOL. It feels like an operating system for their entire life. One screen. Their calendar. Their tasks. Their goals. Their content pipeline. Their finances. Their health metrics. All connected. All updated in real time. All queryable in plain English. Not ten apps talking past each other. One intelligent surface that knows everything and surfaces what matters. They described what they wanted to Claude Design. Claude built the entire interface. Then they connected it to Opus 4.7 as the reasoning layer. Now instead of opening five apps to answer one question they just ask the dashboard. This is what personal computing looks like when the interface finally understands you. The people building their own AI OS right now will look back at this moment the way the first iPhone users looked back at 2007. You are early.

CyrilXBT

194,026 views • 3 months ago

🚨 3I/ATLAS Critical Update 🚨 It’s happening again. 3I/ATLAS has changed its shape —Its new form looks nothing like any comet we’ve ever seen before. A rounded, glowing green light has now appeared, with no visible tail at all. The image, captured on November 10 by Ray’s Astrophotography, shows what looks more like a moving sphere of energy than a frozen ball of ice and dust. Even more astonishing — researchers have noticed that this object seems to have absorbed solar energy, releasing it in geometric patterns, and is resonating at 7.83 Hz, the same frequency as the Schumann resonance — Earth’s natural heartbeat. Could this really be a comet… or something far greater — an intelligent presence moving silently through deep space? 👀 #3IATLAS #spacemystery #interstellarobject

🚨 3I/ATLAS Critical Update 🚨 It’s happening again. 3I/ATLAS has changed its shape —Its new form looks nothing like any comet we’ve ever seen before. A rounded, glowing green light has now appeared, with no visible tail at all. The image, captured on November 10 by Ray’s Astrophotography, shows what looks more like a moving sphere of energy than a frozen ball of ice and dust. Even more astonishing — researchers have noticed that this object seems to have absorbed solar energy, releasing it in geometric patterns, and is resonating at 7.83 Hz, the same frequency as the Schumann resonance — Earth’s natural heartbeat. Could this really be a comet… or something far greater — an intelligent presence moving silently through deep space? 👀 #3IATLAS #spacemystery #interstellarobject

Astronomy Vibes

593,822 views • 8 months ago

GUYS!!! Quit feeling bummed about Niantic destroying our global communities and the constant screw ups with events / features that end in terrible compensation!!!!!! The team has been working on groundbreaking user experience updates 😀🙂😐 Anyway, since we're on the topic can we discuss other ideas that would actually improve UXP significantly compared to reorganizing the research tab that most of us have probably gotten used to by now anyway and that didn't have an explicitly negative impact on playing the game? Lol 1. This is an obvious one. I mean, they did a whole upgrade to the research tab and couldn't be bothered to include the ONE LINE OF CODE that ALREADY EXISTS IN THEIR FILES to make the BATTLE PASS REWARDS COLLAPSIBLE???????? Come on lol 2. An update to navigating within gyms would be nice :) i attached a video of me trying to feed berries and no matter what or how I clicked or swiped I could not get to that gdamn accelgor 🫠 can we have some ARROWS at the sides of the screen so we can actually get to each pokemon efficiently?! 3. Similar to #2, except with the friends list. When scrolling left and right through friends (as in, not in the list view) the scrolling function itself is not smoothe and it's too easy to accidentally press the trade or battle screen and get caught there for a sec. Frustrating little experience, could be easily fixed with arrows on the screen. 4. While we're on the topic of friends, let us see if we've interacted with a friend from their avatar screen and not just in list view from the blue aura around the avi's face :) In the grand scheme of everything Niantic does wrong with the game, these are... MINISCULE issues 🙂 but since they're apparently into focusing on UXP updates, instead of, like, making sure events and features run smoothly and players are properly compensated when they don't, it would be nice to get updates that actually fix some negative / inefficient aspects of navigating through the game 🙂 rather than an aesthetics tweak lol 🙂

the very best Singaporean grandma

17,537 views • 2 years ago

My wife bought a brand new iPhone at the Apple store located at Jakande, Lekki Phase 1,Lagos last September. We decided to trade it in for a new one today at the Apple Store located at Westfield Stratford City Arcade (London) a few minutes ago Only God did not let them call the police on us The attendant scanned the IPhone and declared that it had been reported as stolen. Stolen from where? It was not a used iPhone It was new, purchased from an approved Apple Store and we have all the receipts intact The attendant saw our indignation and went ahead to consult with her superiors They scanned again and they declared that it was reported “missing”. They adjusted their language from stolen to missing and told us it has zero swap value. I was not shocked at all even though I should be. Nigerians like cutting corners for unhealthy gains and they always believe this is good business for them as long as they were able to make a buck. Somehow we were able to walk out of that Apple Store without any drama but I remember telling my wife that we would have had a lot of explaining to do if they had a policy that required that they must report such incidents to the police. Nigerian business people must try to do better than this There is something called integrity, it has a higher value than the dirty gains they think they are getting by playing dirty. I have always insisted on buying things in Nigeria because it helps the economy but I can see the reason many prefer to shop abroad. We must do better than this as a people. -GSW-

Gbenga Samuel-Wemimo

6,250,751 views • 11 months ago

Today we’re introducing 2 HUGE changes to the pump fun mechanism (in beta) 1) Coin creation is FREE 2) Coin creators receive 0.5 SOL (~$80) when their coin completes its bonding curve How does it work? 1) Instead of the creator having to pay ~$2 for coin creation, this cost is now paid by the first buyer of the coin *This unlocks the use case of someone creating a coin without buying any of its supply* Why would they do that? 2) They receive 0.5 SOL (~$80) if the coin completes its bonding curve. - This gets paid out from the pump fun migration fee (now only 1.5 SOL) - it is paid regardless of whether the coin dev has ever held the coin or still holding the coin - The reward also gives an incentive for all devs to get their coin to 100% Final notes: - when the coin is created, it’s not put onchain until someone buys it. That’s why sometimes, there may be a difference between the time it launched on the pump fun interface and when it launched on mainnet (what you will see on solscan, for instance)

Today we’re introducing 2 HUGE changes to the pump fun mechanism (in beta) 1) Coin creation is FREE 2) Coin creators receive 0.5 SOL (~$80) when their coin completes its bonding curve How does it work? 1) Instead of the creator having to pay ~$2 for coin creation, this cost is now paid by the first buyer of the coin This unlocks the use case of someone creating a coin without buying any of its supply Why would they do that? 2) They receive 0.5 SOL (~$80) if the coin completes its bonding curve. - This gets paid out from the pump fun migration fee (now only 1.5 SOL) - it is paid regardless of whether the coin dev has ever held the coin or still holding the coin - The reward also gives an incentive for all devs to get their coin to 100% Final notes: - when the coin is created, it’s not put onchain until someone buys it. That’s why sometimes, there may be a difference between the time it launched on the pump fun interface and when it launched on mainnet (what you will see on solscan, for instance)

Pump.fun

985,172 views • 1 year ago

Friends, we have completed the Mountain location! This area is already in its final testing phase. In the coming weeks, several patches will be released. After that, there will be a major update for a complete rebalance of the locations. And following that, we will present to you our most ambitious and currently the most challenging location – the Mountains🏔🏔! This challenge will require your utmost skill mastery and careful resource management. A mistake could lead to the complete downfall of the colony. As for the main boss of the new location, we've decided to keep it a secret until the official trailer release. However, if the trailer gathers more than 250❤️, we will unveil this mystery and present to you the secret materials in advance. Your engagement is the key to an early announcement! 😎 /In response to why we are delaying the ready release - at the moment, the game has an audience of nearly 250,000 players. This is a significant responsibility. To avoid missing critical bugs that could spoil the gaming experience for many players, we will be breaking down major updates into separate blocks and updating the game gradually. This way, we can spot any anomalies in our analytics at an early stage and fix them promptly. Thank you for your understanding./

Friends, we have completed the Mountain location! This area is already in its final testing phase. In the coming weeks, several patches will be released. After that, there will be a major update for a complete rebalance of the locations. And following that, we will present to you our most ambitious and currently the most challenging location – the Mountains🏔🏔! This challenge will require your utmost skill mastery and careful resource management. A mistake could lead to the complete downfall of the colony. As for the main boss of the new location, we've decided to keep it a secret until the official trailer release. However, if the trailer gathers more than 250❤️, we will unveil this mystery and present to you the secret materials in advance. Your engagement is the key to an early announcement! 😎 /In response to why we are delaying the ready release - at the moment, the game has an audience of nearly 250,000 players. This is a significant responsibility. To avoid missing critical bugs that could spoil the gaming experience for many players, we will be breaking down major updates into separate blocks and updating the game gradually. This way, we can spot any anomalies in our analytics at an early stage and fix them promptly. Thank you for your understanding./

Ant Colony: Wild Forest

12,310 views • 2 years ago

It looks unusual at first. But for millions who spend hours on their feet, this could change everything. Meet the “Chairless Chair 2.0” — a wearable device that lets you sit anytime, anywhere… without an actual chair. Designed like a lower-body exoskeleton, it straps onto your waist, thighs, and shoes. Just bend your knees, lock it in place, and it supports your body weight, as if you’re sitting on an invisible seat. No dragging stools. No searching for a place to rest. What makes it even more powerful is its purpose. Built for workers who stand all day, it reduces physical strain while allowing complete freedom to walk when needed. The upgraded version is 25% lighter, more flexible, and fits a wider range of body types, making it more comfortable for long hours on the job. And here’s the surprising part. Using it may actually help strengthen back and thigh muscles, turning moments of rest into support for the body. #Innovation #FutureOfWork #WearableTech #GoodNewsGlobal [Wearable Tech, Exoskeleton, Workplace Innovation, Ergonomics, Good News Global]

It looks unusual at first. But for millions who spend hours on their feet, this could change everything. Meet the “Chairless Chair 2.0” — a wearable device that lets you sit anytime, anywhere… without an actual chair. Designed like a lower-body exoskeleton, it straps onto your waist, thighs, and shoes. Just bend your knees, lock it in place, and it supports your body weight, as if you’re sitting on an invisible seat. No dragging stools. No searching for a place to rest. What makes it even more powerful is its purpose. Built for workers who stand all day, it reduces physical strain while allowing complete freedom to walk when needed. The upgraded version is 25% lighter, more flexible, and fits a wider range of body types, making it more comfortable for long hours on the job. And here’s the surprising part. Using it may actually help strengthen back and thigh muscles, turning moments of rest into support for the body. #Innovation #FutureOfWork #WearableTech #GoodNewsGlobal [Wearable Tech, Exoskeleton, Workplace Innovation, Ergonomics, Good News Global]

The Better India

16,956 views • 2 months ago

In 2007, I designed tools that let anyone draw on top of Google Maps. People could drop pins, draw lines and shapes, and layer their own meaning onto the world with "My Maps." But nearly 20 years later, one tiny design debate has stayed with me: how should people draw a shape? At the time, we had two options. 1. Draw mode: users click and drag to create. 2. Drop + edit: the app drops a default shape, then users resize + move it. I pushed hard for draw mode. People were tracing rivers and roads, so precision mattered. A default square dropped in the middle of Kansas wasn’t going to cut it. Decades later, this same debate is still playing out in modern tools: → Figma, Illustrator, Google Slides use draw mode → Canva, Keynote, PowerPoint use drop + edit While there clearly isn't consensus, some newer products are evolving beyond these patterns: → FigJam gracefully merges draw mode and drop + edit into one concept with its semi-transparent “ghost” objects. → Apple Photos on iPhone is a great context for drop + edit. The canvas is small and the mobile user inputs are limited. After decades of using digital drawing tools, I still bristle when a tool drops an unsolicited rectangle onto my screen. At best, it feels presumptuous. At worst, it feels lazy. When we built My Maps, we designed tools that invited users to create. We provided the means, but we let people lead. That same principle applies to every product today: understand who you’re building for and what they need, then design the simplest, most intuitive workflows — ones that let users lead. Because in the end, the best tools don’t assume what users want. They respond. Full breakdown in comments below.

In 2007, I designed tools that let anyone draw on top of Google Maps. People could drop pins, draw lines and shapes, and layer their own meaning onto the world with "My Maps." But nearly 20 years later, one tiny design debate has stayed with me: how should people draw a shape? At the time, we had two options. 1. Draw mode: users click and drag to create. 2. Drop + edit: the app drops a default shape, then users resize + move it. I pushed hard for draw mode. People were tracing rivers and roads, so precision mattered. A default square dropped in the middle of Kansas wasn’t going to cut it. Decades later, this same debate is still playing out in modern tools: → Figma, Illustrator, Google Slides use draw mode → Canva, Keynote, PowerPoint use drop + edit While there clearly isn't consensus, some newer products are evolving beyond these patterns: → FigJam gracefully merges draw mode and drop + edit into one concept with its semi-transparent “ghost” objects. → Apple Photos on iPhone is a great context for drop + edit. The canvas is small and the mobile user inputs are limited. After decades of using digital drawing tools, I still bristle when a tool drops an unsolicited rectangle onto my screen. At best, it feels presumptuous. At worst, it feels lazy. When we built My Maps, we designed tools that invited users to create. We provided the means, but we let people lead. That same principle applies to every product today: understand who you’re building for and what they need, then design the simplest, most intuitive workflows — ones that let users lead. Because in the end, the best tools don’t assume what users want. They respond. Full breakdown in comments below.

Elizabeth Laraki

175,676 views • 9 months ago

FACT CHECK: Here at the first trial, the Commonwealth’s own expert witness, Ian Whiffin, confirms the necessity & importance of hash values for the sake of “hash verification”, a necessary step in authenticating the data & being able to verify that it hasn’t been altered or manipulated. In fact, Whiffin actually gives this testimony in response to a question about when the data have been altered or tampered with, if there’s a way for the forensic examiner (him) to detect it, and/or verify its authenticity and integrity. Remarkably, despite the DFIR industry standard methodology of hash verifying a digital forensic extraction, like that of Jen McCabe’s iPhone, prior to conducting any analysis on it with any forensic tools, Ian Whiffin testified that notably, for his work on this case, not only did he abandon this standard methodology, but he also admitted that the forensic extraction of Jen McCabe’s iPhone, which he received from the Commonwealth, was stripped of its hash value. Perhaps more remarkably, this stunning fact apparently didn’t raise any red flags for Ian Whiffin when conducting his analysis in this case, where he’s providing testimony in a murder trial. One must ask themselves why that is? However, defense expert Richard Green, in his affidavit, states that: “Typically, forensic examiners are provided with the raw image file and the associated: hash value documentation together. After validating the hash value, I would then accept that the data has not been manipulated. Here, however, the hash documentation was not provided with the raw image of the cell phone. Instead, it was withheld from the defense. As a forensic examiner having received hundreds of imaged phones over the course of my decades-long career, this was unprecedented.” Contrary to Mr. Whiffin’s approach, upon initially receiving a purported extraction of Jen McCabe’s iPhone without a hash value to authenticate and verify the integrity of the data, Mr. Green promptly requested the hash value and corresponding GrayKey supplemental files from the Commonwealth in order to conduct his analysis. After making this demand, and when the Commonwealth had to produce the hash verification data for Jen McCabe’s iPhone, remarkably, the Commonwealth also produced—for the first time, and over a year later on February 8, 2023—the Full File System Extraction of Jen McCabe’s iPhone (see “Notice of Discovery VIII,” attached). Unlike the initial purported “extraction” produced by Trooper Nicholas Guarino, this one contained Jen McCabe’s incriminating 2:27am Google search and all of the manual deletions of her communications, among other incriminating evidence, surrounding the murder of Officer John O’Keefe (see defense’s Rule 17 motion from April 12, 2023, attached). So, this begs the question: If Ian Whiffin knows the importance of hash verification in validating the authenticity of the data he’s working with in the first place, then why didn’t he take the same actions as defense expert Richard Green did to responsibly and reliably provide analysis in this case? If Whiffin ought to be deemed an expert, qualified to provide analysis and testimony at trial, then why did he abandon his industry’s standard methodology of hash verification in this case? Even Cellebrite knows this is a no-no! What say you? #KarenReadTrial #Cellebrite #DFIR

FACT CHECK: Here at the first trial, the Commonwealth’s own expert witness, Ian Whiffin, confirms the necessity & importance of hash values for the sake of “hash verification”, a necessary step in authenticating the data & being able to verify that it hasn’t been altered or manipulated. In fact, Whiffin actually gives this testimony in response to a question about when the data have been altered or tampered with, if there’s a way for the forensic examiner (him) to detect it, and/or verify its authenticity and integrity. Remarkably, despite the DFIR industry standard methodology of hash verifying a digital forensic extraction, like that of Jen McCabe’s iPhone, prior to conducting any analysis on it with any forensic tools, Ian Whiffin testified that notably, for his work on this case, not only did he abandon this standard methodology, but he also admitted that the forensic extraction of Jen McCabe’s iPhone, which he received from the Commonwealth, was stripped of its hash value. Perhaps more remarkably, this stunning fact apparently didn’t raise any red flags for Ian Whiffin when conducting his analysis in this case, where he’s providing testimony in a murder trial. One must ask themselves why that is? However, defense expert Richard Green, in his affidavit, states that: “Typically, forensic examiners are provided with the raw image file and the associated: hash value documentation together. After validating the hash value, I would then accept that the data has not been manipulated. Here, however, the hash documentation was not provided with the raw image of the cell phone. Instead, it was withheld from the defense. As a forensic examiner having received hundreds of imaged phones over the course of my decades-long career, this was unprecedented.” Contrary to Mr. Whiffin’s approach, upon initially receiving a purported extraction of Jen McCabe’s iPhone without a hash value to authenticate and verify the integrity of the data, Mr. Green promptly requested the hash value and corresponding GrayKey supplemental files from the Commonwealth in order to conduct his analysis. After making this demand, and when the Commonwealth had to produce the hash verification data for Jen McCabe’s iPhone, remarkably, the Commonwealth also produced—for the first time, and over a year later on February 8, 2023—the Full File System Extraction of Jen McCabe’s iPhone (see “Notice of Discovery VIII,” attached). Unlike the initial purported “extraction” produced by Trooper Nicholas Guarino, this one contained Jen McCabe’s incriminating 2:27am Google search and all of the manual deletions of her communications, among other incriminating evidence, surrounding the murder of Officer John O’Keefe (see defense’s Rule 17 motion from April 12, 2023, attached). So, this begs the question: If Ian Whiffin knows the importance of hash verification in validating the authenticity of the data he’s working with in the first place, then why didn’t he take the same actions as defense expert Richard Green did to responsibly and reliably provide analysis in this case? If Whiffin ought to be deemed an expert, qualified to provide analysis and testimony at trial, then why did he abandon his industry’s standard methodology of hash verification in this case? Even Cellebrite knows this is a no-no! What say you? #KarenReadTrial #Cellebrite #DFIR

Olivia

20,211 views • 1 year ago

🐾 Exclusive: Puppy abuse caught on camera but questions over official investigation linger Iredell County, North Carolina — After receiving several emails from people familiar with the situation, we looked into a troubling video involving a dog named Goose. The footage, said to be from a security camera at the individual's home, allegedly shows Frederick Marsian of Troutman , North Carolina using extreme “discipline” including manhandling the dog and using a taser after the dog reportedly got into the trash. Sources claim this was not an isolated incident and say he has previously gotten rid of other dogs, including a puppy and a German shepherd, and has used a taser on animals multiple times. Sources say three dogs live in the home with Marsian and girlfriend Madison Harmon, who reportedly claims Goose, in the video, is her dog. The other animals reportedly include a puppy rescued from a Walmart parking lot and a blue heeler mix named Winnie, said to have been given to Marsian by his mother. The young puppy was allegedly left in a crate for more than 14 hours at a time with minimal food and water. Marsian has reportedly said the sheriff had already checked on the dog and that there would be no consequences. Now we're hearing from sources that the Iredell County Sheriff’s Office said the incident could potentially be treated as a misdemeanor and that they are now looking into the situation. 🐶 Let's make sure that this dog gets justice. No dog should be tased, especially for reportedly getting into the trash. Dogs should not be treated like trash, either. Based on accounts, this is an issue that needs to be stopped soon or there's a possibility the dogs could be in even worse danger. 📞 CALL TO ACTION Iredell County, N.C. Sheriff Darren E. Campbell 704.878.3180 Iredell County District Attorney Sarah Kirkman 704.832.6610 #dogs #IredellCounty #NorthCarolina #taser #TheRealPaulMueller 🚨 DISCLAIMER: I do not own the rights to this video. All credit goes to the original creator/source. This content is shared solely for public interest, news reporting, and raising awareness under Fair Use (Section 107, U.S. Copyright Act). No copyright infringement is intended. ⚖️ DISCLAIMER: Everyone is innocent until proven guilty.

🐾 Exclusive: Puppy abuse caught on camera but questions over official investigation linger Iredell County, North Carolina — After receiving several emails from people familiar with the situation, we looked into a troubling video involving a dog named Goose. The footage, said to be from a security camera at the individual's home, allegedly shows Frederick Marsian of Troutman , North Carolina using extreme “discipline” including manhandling the dog and using a taser after the dog reportedly got into the trash. Sources claim this was not an isolated incident and say he has previously gotten rid of other dogs, including a puppy and a German shepherd, and has used a taser on animals multiple times. Sources say three dogs live in the home with Marsian and girlfriend Madison Harmon, who reportedly claims Goose, in the video, is her dog. The other animals reportedly include a puppy rescued from a Walmart parking lot and a blue heeler mix named Winnie, said to have been given to Marsian by his mother. The young puppy was allegedly left in a crate for more than 14 hours at a time with minimal food and water. Marsian has reportedly said the sheriff had already checked on the dog and that there would be no consequences. Now we're hearing from sources that the Iredell County Sheriff’s Office said the incident could potentially be treated as a misdemeanor and that they are now looking into the situation. 🐶 Let's make sure that this dog gets justice. No dog should be tased, especially for reportedly getting into the trash. Dogs should not be treated like trash, either. Based on accounts, this is an issue that needs to be stopped soon or there's a possibility the dogs could be in even worse danger. 📞 CALL TO ACTION Iredell County, N.C. Sheriff Darren E. Campbell 704.878.3180 Iredell County District Attorney Sarah Kirkman 704.832.6610 #dogs #IredellCounty #NorthCarolina #taser #TheRealPaulMueller 🚨 DISCLAIMER: I do not own the rights to this video. All credit goes to the original creator/source. This content is shared solely for public interest, news reporting, and raising awareness under Fair Use (Section 107, U.S. Copyright Act). No copyright infringement is intended. ⚖️ DISCLAIMER: Everyone is innocent until proven guilty.

Paul Mueller

15,446 views • 5 months ago

Want to know why the 4-26-2026 Foraker, Oklahoma #tornado went from an established "hog/ potential long track tornado" to POOF in a matter of seconds? After diving deep into my drone & 360 video it became fairly obvious as to what happened. If you watch this video close, you can see a sudden burst of what initially looks like outflow blowing out and away from the tornado as it simultaneously collapses the lower vortex. I know you're probably asking yourself, "why would this be outflow", and its a great question. The answer is, its not. What I believe is happening here is the mesocyclone is beginning to "handoff" to the new meso north. (aka the twin tornado). The RFD surge on the fully condensed tornado ends up getting pulled into the one to the north completely undercutting it. (as seen in the video). Where have we seen this before?? Funny coincidence, on the April 26, 2024 (yes same exact day two years prior) tornado outbreak across Nebraska and Iowa, you could see this exact thing happen with the Lincoln tornado as it handed off to what turned into the Waverly tornado to the north. Let me know what you think! #wxtwitter #tornado

Want to know why the 4-26-2026 Foraker, Oklahoma #tornado went from an established "hog/ potential long track tornado" to POOF in a matter of seconds? After diving deep into my drone & 360 video it became fairly obvious as to what happened. If you watch this video close, you can see a sudden burst of what initially looks like outflow blowing out and away from the tornado as it simultaneously collapses the lower vortex. I know you're probably asking yourself, "why would this be outflow", and its a great question. The answer is, its not. What I believe is happening here is the mesocyclone is beginning to "handoff" to the new meso north. (aka the twin tornado). The RFD surge on the fully condensed tornado ends up getting pulled into the one to the north completely undercutting it. (as seen in the video). Where have we seen this before?? Funny coincidence, on the April 26, 2024 (yes same exact day two years prior) tornado outbreak across Nebraska and Iowa, you could see this exact thing happen with the Lincoln tornado as it handed off to what turned into the Waverly tornado to the north. Let me know what you think! #wxtwitter #tornado

Jordan Hall

43,652 views • 3 months ago

America is witnessing history at Super Bowl LIX as President Donald Trump and his daughter Ivanka Trump stand proudly, applauding the U.S. flag and the players on the field, embraced by a roaring crowd. It’s a moment of pure patriotism, a striking contrast to the division that has plagued the nation for years. This is more than just a sports event; it’s a reminder of what a united America looks like—something that has felt out of reach for far too long. As Trump works tirelessly to clean up Washington, where establishment forces are desperate to cling to power, the energy in the South tells a different story. Here, the people are standing together, celebrating the values that truly matter. The stadium is electric, the atmosphere charged with a sense of renewal and national pride. This is not about left or right, but about an America that refuses to be torn apart by those who profit from division. While the political elite bicker and scheme behind closed doors, real Americans are here, standing shoulder to shoulder in a moment of unfiltered unity. The contrast could not be more obvious. Washington may still be tangled in its own corruption, but the heart of the country beats strong and undivided. Trump’s presence at this historic event is more than symbolic—it’s a testament to his unbreakable bond with the American people. While his enemies try to destroy him with endless lawfare and media attacks, the people show where they truly stand. His reception tonight is proof that the connection between Trump and the nation he fights for has never been stronger. The cheers, the flags, the roaring applause—it’s a reminder that despite all the attempts to silence and control, the spirit of America cannot be extinguished. This moment is a glimpse into what the country can and should be—unapologetic in its patriotism, fearless in its unity, and unwavering in its belief in American greatness. The establishment may try to dictate the narrative, but the people have already spoken. Tonight, under the bright stadium lights, America is reminded of its true strength: its people, standing together, honoring their flag, and refusing to back down. It’s a sight to behold, and one that will not be forgotten.

America is witnessing history at Super Bowl LIX as President Donald Trump and his daughter Ivanka Trump stand proudly, applauding the U.S. flag and the players on the field, embraced by a roaring crowd. It’s a moment of pure patriotism, a striking contrast to the division that has plagued the nation for years. This is more than just a sports event; it’s a reminder of what a united America looks like—something that has felt out of reach for far too long. As Trump works tirelessly to clean up Washington, where establishment forces are desperate to cling to power, the energy in the South tells a different story. Here, the people are standing together, celebrating the values that truly matter. The stadium is electric, the atmosphere charged with a sense of renewal and national pride. This is not about left or right, but about an America that refuses to be torn apart by those who profit from division. While the political elite bicker and scheme behind closed doors, real Americans are here, standing shoulder to shoulder in a moment of unfiltered unity. The contrast could not be more obvious. Washington may still be tangled in its own corruption, but the heart of the country beats strong and undivided. Trump’s presence at this historic event is more than symbolic—it’s a testament to his unbreakable bond with the American people. While his enemies try to destroy him with endless lawfare and media attacks, the people show where they truly stand. His reception tonight is proof that the connection between Trump and the nation he fights for has never been stronger. The cheers, the flags, the roaring applause—it’s a reminder that despite all the attempts to silence and control, the spirit of America cannot be extinguished. This moment is a glimpse into what the country can and should be—unapologetic in its patriotism, fearless in its unity, and unwavering in its belief in American greatness. The establishment may try to dictate the narrative, but the people have already spoken. Tonight, under the bright stadium lights, America is reminded of its true strength: its people, standing together, honoring their flag, and refusing to back down. It’s a sight to behold, and one that will not be forgotten.

Torsten Prochnow

33,608 views • 1 year ago

This Chinese guy built a Second Brain in Obsidian and every morning gets 3 trading ideas that brought him $180,000 in 6 months. Inside he runs a pipeline of 6 workflows on N8N that automatically pulls every read article, listened podcast, and voice note into a shared Obsidian vault, and a neural network analyst every morning at 6:00 finds connections between the fresh and the old and puts the 3 strongest trading ideas for the day into the inbox. No analytics desk, no Bloomberg terminal, no Telegram chats with traders. Just a Mac Mini by the wall, an iPhone in the pocket, and 1 local Obsidian vault. And traditional quant funds keep entire teams of 8 people on salary for the same flow of insights, while his expenses are only subscriptions to Readwise, Whisper API, and N8N hosting. 6 pipelines process about 200 sources a day and close the monthly API bill at about $120. The Mac Mini itself stores the entire vault and keeps the neural network analyst running 24/7, and from the iPhone the owner drops any idea he hears on the go into a Telegram bot, and it lands in the vault inbox in just 30 seconds. The starting instruction that sits in the VAULT.md file at the root of his vault looks like this: "you are the AI analyst of a solo trader. you read his vault every morning at 6:00, find connections between fresh and old notes, and deliver 3 trading ideas he can verify in the hour before the market opens. pipelines: // Reader (pulls every article and highlight from Readwise, Twitter bookmarks, and Kindle into /notes) // Listener (transcribes podcasts through Airr and voice notes through Whisper, puts them in /notes) // Catcher (accepts any message from the Telegram bot and writes it to /inbox with a timestamp) // Connector (every night reads across the entire vault and updates the connection graph between 4,000 notes) // Briefer (at 6:00 AM writes a brief: 3 trading ideas for today plus the emerging thesis of the week, puts it in /inbox) // Mobile (lives in the iPhone, answers any question about the vault by voice, and confirms alerts while the owner is on the go). you wake the owner with a push notification only when a fresh note contradicts his active thesis or when 1 of the 3 morning ideas has a confidence score above 90%." This instruction immediately sets the role for the system and the limits of its autonomy. It knows it is supposed to connect new with old on its own. It knows it is supposed to prepare 3 trading ideas every morning on its own. It knows it connects the live trader only when a thesis is contradicted or an ultra-confident idea appears. → Reader pulls about 80 articles and highlights a day from Readwise, Twitter, and Kindle → Listener transcribes 4 to 6 podcasts a week through Airr and Whisper → Catcher intercepts all voice and text ideas through the Telegram bot, averaging 15 to 20 a day → Connector updates the connection graph between 4,000 notes every night, adding 25 to 30 new edges → Briefer puts a fresh brief with 3 trading ideas and the emerging thesis into the inbox at exactly 6:00 → Mobile answers any question about the vault by voice and confirms alerts right from the iPhone And only when a new note contradicts his active thesis or 1 of the ideas breaks 90% confidence does the orchestrator raise the owner with a push notification. And when the trader at that moment is driving to the gym or eating breakfast, the Mobile agent in his iPhone answers any quick question about the vault by voice: what he wrote about this ticker last week, which 3 sources support the idea of long NVDA, and what counter-thesis already sits in his notes. The trader makes the decision and sends the order before New York opens. The fresh brief from last Monday looks like this: "reader: 78 materials added over the weekend, 11 of them about semiconductors, 4 about energy, 3 about biotech. passing to connector." "connector: 27 new connections found between fresh materials and the vault, the strongest one is that the Goldman report from Wednesday matches the NVDA thesis you wrote 3 weeks ago." "briefer: 3 trading ideas for today: long NVDA (confidence 0.84), short Tesla at the close of the quarterly report (0.71), watch URI (0.62). emerging thesis of the week: the market is underpricing capex on data centers." "alert: your fresh note about long-term risk in semis contradicts the NVDA thesis. sending for review." In his work setup there is no cloud server, no team of analysts, and not even a Bloomberg subscription. At home sits a Mac Mini with a local Obsidian vault, on top run 6 N8N pipelines and a neural network analyst, and the same vault mirrors to a secure terminal on the iPhone. Out of everything I have seen this year, this is the cleanest solo trading setup on a second brain: $120 a month on the API, about $30,000 a month into the account, and between them 6 pipelines, 4,000 connected notes, and 1 iPhone in the pocket.

This Chinese guy built a Second Brain in Obsidian and every morning gets 3 trading ideas that brought him $180,000 in 6 months. Inside he runs a pipeline of 6 workflows on N8N that automatically pulls every read article, listened podcast, and voice note into a shared Obsidian vault, and a neural network analyst every morning at 6:00 finds connections between the fresh and the old and puts the 3 strongest trading ideas for the day into the inbox. No analytics desk, no Bloomberg terminal, no Telegram chats with traders. Just a Mac Mini by the wall, an iPhone in the pocket, and 1 local Obsidian vault. And traditional quant funds keep entire teams of 8 people on salary for the same flow of insights, while his expenses are only subscriptions to Readwise, Whisper API, and N8N hosting. 6 pipelines process about 200 sources a day and close the monthly API bill at about $120. The Mac Mini itself stores the entire vault and keeps the neural network analyst running 24/7, and from the iPhone the owner drops any idea he hears on the go into a Telegram bot, and it lands in the vault inbox in just 30 seconds. The starting instruction that sits in the VAULT.md file at the root of his vault looks like this: "you are the AI analyst of a solo trader. you read his vault every morning at 6:00, find connections between fresh and old notes, and deliver 3 trading ideas he can verify in the hour before the market opens. pipelines: // Reader (pulls every article and highlight from Readwise, Twitter bookmarks, and Kindle into /notes) // Listener (transcribes podcasts through Airr and voice notes through Whisper, puts them in /notes) // Catcher (accepts any message from the Telegram bot and writes it to /inbox with a timestamp) // Connector (every night reads across the entire vault and updates the connection graph between 4,000 notes) // Briefer (at 6:00 AM writes a brief: 3 trading ideas for today plus the emerging thesis of the week, puts it in /inbox) // Mobile (lives in the iPhone, answers any question about the vault by voice, and confirms alerts while the owner is on the go). you wake the owner with a push notification only when a fresh note contradicts his active thesis or when 1 of the 3 morning ideas has a confidence score above 90%." This instruction immediately sets the role for the system and the limits of its autonomy. It knows it is supposed to connect new with old on its own. It knows it is supposed to prepare 3 trading ideas every morning on its own. It knows it connects the live trader only when a thesis is contradicted or an ultra-confident idea appears. → Reader pulls about 80 articles and highlights a day from Readwise, Twitter, and Kindle → Listener transcribes 4 to 6 podcasts a week through Airr and Whisper → Catcher intercepts all voice and text ideas through the Telegram bot, averaging 15 to 20 a day → Connector updates the connection graph between 4,000 notes every night, adding 25 to 30 new edges → Briefer puts a fresh brief with 3 trading ideas and the emerging thesis into the inbox at exactly 6:00 → Mobile answers any question about the vault by voice and confirms alerts right from the iPhone And only when a new note contradicts his active thesis or 1 of the ideas breaks 90% confidence does the orchestrator raise the owner with a push notification. And when the trader at that moment is driving to the gym or eating breakfast, the Mobile agent in his iPhone answers any quick question about the vault by voice: what he wrote about this ticker last week, which 3 sources support the idea of long NVDA, and what counter-thesis already sits in his notes. The trader makes the decision and sends the order before New York opens. The fresh brief from last Monday looks like this: "reader: 78 materials added over the weekend, 11 of them about semiconductors, 4 about energy, 3 about biotech. passing to connector." "connector: 27 new connections found between fresh materials and the vault, the strongest one is that the Goldman report from Wednesday matches the NVDA thesis you wrote 3 weeks ago." "briefer: 3 trading ideas for today: long NVDA (confidence 0.84), short Tesla at the close of the quarterly report (0.71), watch URI (0.62). emerging thesis of the week: the market is underpricing capex on data centers." "alert: your fresh note about long-term risk in semis contradicts the NVDA thesis. sending for review." In his work setup there is no cloud server, no team of analysts, and not even a Bloomberg subscription. At home sits a Mac Mini with a local Obsidian vault, on top run 6 N8N pipelines and a neural network analyst, and the same vault mirrors to a secure terminal on the iPhone. Out of everything I have seen this year, this is the cleanest solo trading setup on a second brain: $120 a month on the API, about $30,000 a month into the account, and between them 6 pipelines, 4,000 connected notes, and 1 iPhone in the pocket.

Blaze

925,858 views • 2 months ago