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Introducing my String Dynamics System!🎸 I’ve created 3 different modes for different playing techniques: 🌟1. Bending & Vibrato — Deformation Mode Controls bend direction, intensity, and exact bend point. Set the vibrato count, and it generates a matching envelope curve that keeps string movement perfectly synced with finger motion....

87,587 次观看 • 6 天前 •via X (Twitter)

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String Theory Lecture 1 A String Does Not Move Like a Point A point particle traces a line through spacetime. A string traces a surface. This is the first geometric shift in String Theory. Particle mechanics asks where one object is at time t, so its history is a curve. String Theory asks where every point of an extended object is at worldsheet time τ, so we need another coordinate telling us where we are along the string. For a point particle x(t) So, for one input of time we get a position in Spacetime. For a string Xᵘ(τ,σ) Here τ plays the role of time on the worldsheet, while σ labels position along the string. Freeze τ and vary σ, and you see the string at one instant. Let τ move, and that curve sweeps out a two-dimensional surface... the worldsheet. The same comparison appears in the action. For a relativistic point particle, the geometric action measures worldline length S = −m ∫ ds If we parameterize the path by t, the action has one integral, one parameter, and one tangent vector dxᵘ/dt For a string, the same idea grows by one dimension. The action measures area, not length. In Nambu-Goto form, S = −T ∫ dτ dσ √[−det hₐᵦ] Here T is the string tension. It plays a role similar to mass, but for an extended object. It weights the area of a surface rather than the length of a line. The particle action has ∫ dt because the history is one-dimensional. The string action has ∫ dτ dσ because the history is two-dimensional. We are no longer summing along a path, we are summing over a surface. The geometry changes for the same reason. For the particle, one derivative is enough dxᵘ/dt For the string, the geometry is built from two derivatives: ∂τXᵘ and ∂σXᵘ The first tells you how the string changes as worldsheet time flows. The second tells you how the embedding changes as you move along the string. Together they define the induced worldsheet metric hₐᵦ = ∂ₐXᵘ ∂ᵦXᵤ In plain terms, hₐᵦ measures tangent lengths and tangent angles on the worldsheet. From it, the area element is dA = dτ dσ √[−det hₐᵦ] This, the Nambu-Goto action is the direct analogue of the point-particle length action. The point particle extremizes length and the string extremizes area. For calculations, people usually switch to the Polyakov action: S = −(T/2) ∫ dτ dσ √[−γ] γᵃᵇ ∂ₐXᵘ ∂ᵦXᵤ This describes the same classical string dynamics, but the algebra is cleaner. After choosing conformal gauge, varying with respect to Xᵘ gives (∂²/∂τ² − ∂²/∂σ²) Xᵘ = 0 This is the first real dynamical payoff... a two-dimensional wave equation on the worldsheet. For a point particle, the equation of motion tells you how one position evolves along one path. For a string, it tells you how an entire curve evolves, with waves traveling along it. The term ∂²Xᵘ/∂τ² measures acceleration in worldsheet time, while ∂²Xᵘ/∂σ² measures curvature along the string. The time evolution is balanced by how the string bends along its own length. This is why strings have oscillation modes. A point particle has one trajectory. A string has many possible vibration patterns, each one a normal mode of the worldsheet wave equation. For a closed string, σ wraps around the loop Xᵘ(τ, σ + 2π) = Xᵘ(τ, σ) For an open string, one standard free-end condition is ∂σXᵘ = 0 at the endpoints. Solving the wave equation gives waves moving in opposite directions along the string Xᵘ(τ,σ) = Fᵘ(τ + σ) + Gᵘ(τ − σ) A function of τ + σ moves one way. A function of τ − σ moves the other. Therefore, a particle has a worldline, its action measures length, and its geometry uses one tangent. The string has a worldsheet, its action measures area, and its geometry uses two tangent directions. #StringTheory #TheoreticalPhysics #MathematicalPhysics #Physics #Spacetime

Mathelirium

31,560 次观看 • 3 个月前

Universities teach many erroneous models. One example of a misleading teaching is the Newtonian model of the prism. A man named Johann Goethe corrected and complimented Newton's model about 100 years after Newton. It is not the same light passing through the prism and distributing. It is a brand-new light with each beam of color. The primary light hitting the prism is extinguished by the electrons making up the glass of the prism itself. Those same electrons re-emit a brand new light from each angle. That process happens at the rate of c. Serving the illusion that the original white light came it... separated and exited to continue on. Most people rely on outdated text books or the Pink Floyd album cover "Dark Side of the Moon" to get their information about light and color and prisms. The depictions of light "splitting" and "bending" through a prism based on their color is false. (See first comments for attached images and substantiation) I filmed these videos playing around with prisms, lasers, magnifying glasses, mirrors, slits, and colored filters. I've gained my own perspectives on light and color over the years from real world, hands-on experimentation and observation. Most people have never held a real glass prism their own hands and done the tests to see for themselves. 2 prisms for $10 Harmonics of Light and Sound: This guy said his units were confiscated by the FBI and he was threatened not to pursue manufacturing them. The unit is simply a light with a magnifying glass and colored filters to isolate the light. Like burning an ant with a focal point... but with a specific color. The lens can spin and create a stroboscopic effect in an isolated band. The inventor claimed it healed stuff. Dinshah Spectro-Chrome Machine - Tour and Explanation Magenta monochromatic ray of shadow - Pehr Sahlstrom: Color and Physics, Newton versus Goethe - Pehr Sahlstrom: Thomas Joseph Brown Color Theory: Clay Taylor Color Theory: Testing the "Rightness" of relativity. The impossibility of proving something through experiments. Laser and Mirror observation: It's never the same light. Re-emission Example: I put this interactive page together going back and forth with ChatGPT to code using Javascript. Here is a video playing with the slide controls to show 3 different sinewaves (3 different lights/emissions). The packets are ALWAYS in phase from medium to medium. The frequency shifts BECAUSE the velocity of light shifts. NOT a Doppler shift of "the same light" distorting within the same frame of reference. It's a brand new light at each point. The incoming light is a different frame of reference. All the light you ever see is the re-emitted light from the electrons making up yourself. Propagation and Re-Emission of Light: Dr. Edward Dowdye Slides - LOTS of math and context. E.H. Dowdye, Can Stars BEND LIGHT? General Relativity and Gravity with Dr. Edward Dowdye Challenges to Gravitational Lensing and More: 71 Part Video Series (Each vid is 1 min - 1 and a hafl min) The Rebirth of Classical Physics - Time, Light & Gravity Classical Physics vs Relativity - History, Examples and Alternatives: Illusions of Relativity: Space-Time vs Real-Time The Rebirth of Classical Physics: Time, Light & Gravity - Article Packed with Info & Links Thought Experiment for Light and Absolute Time. (This scenario got me banned from talking on a Podcast.) "Too off the rails."

TheRealVerbz (Jason Verbelli)

44,361 次观看 • 1 年前

Hey folks, I've been recently talking a lot about why we're adding different styles of play into No Rest for the Wicked and I wanted to prove my theory that that would result in players having more fun, so, long story short... I turned Quake 1 into a Roguelite! 😂 Here's what that means: 1) Roguelite-inspired Run Structure: You start with limited stats in a hub map and are greeted by actual NPCs, then fight through sequential arena rooms across 4 biomes, each ending with a boss fight. 2) 40+ boons across 5 categories: Damage, Movement, Defense, Utility and Risk. And these also come with Rarities: Common, Rare, Epic, and Legendary. After clearing a room, you pick from 3 random boon offerings. 3) Permanent Meta: Death sends you back to the hub with you retaining the 'essence' currency you collected by killing mobs. Then you spend it at NPCs: The Gatekeeper starts runs, the Wraith upgrades your arsenal (ammo capacity, starting weapons, weapon damage), and The Shaper sells permanent stat upgrades (max HP, armor, boon capacity, rerolls) 4) Difficulty Scaling: Enemy health and damage ramp up as you push deeper. 5) Damage Numbers: Floating combat text and floating healthbars for good measure, so you can understand how much stronger you become over time. All just built on top of unmodified Quake 1 maps and enemies - no new assets needed, it reuses the entire original campaign as roguelike content. To me, this is point proven: I think even hardcore Quake lovers back in the day would've spent a whole bunch of time playing a mode like this given that it'd allow you to experience the thing you love in a whole new light by crossing genres. If you're interested in seeing how this exercise turned out, here's a video for your viewing pleasure! :) I have to wonder what John Romero 🤘🏽 thinks about this given that he originally wanted to add more RPG elements into Quake!

thomasmahler

15,865 次观看 • 4 个月前

Thought experiment for people regarding the concept of Absolute Time. Absolute means NO EXCEPTIONS. We are NOT looking back in time when we see galaxies and stars. We are NOT looking back in time 1.25 seconds when we see the moon. We're Not looking back in time 3 minutes when we see Mars. We're Not looking back in time 8.33 minutes when we see the Sun. If an astronaut lit a matchstick on Mars, the distant observer would see predator heat waves at the top of the matchstick in real-time while the matchstick started to blacken towards the astronaut's fingers. But there would be no orange light from that chemical reaction or flame seen. If the matchstick burnt out before the packet of orange light from that particular chemical reaction made it to Earth… then the distant observer would just see a disembodied orange flash of light with a lag. But the Earth-bound observer would never actually see the flame associated with the orange wavelength it put out. The wavelength of color emitted by the flame is not a recording of reality. If the orange light is 650 Thz, that means there are 650 trillion individual and separate bursts of orange light pulsating in 1 second. NOT that "the same light" is "waving" 650 trillion times a second and that light is a recording of reality. There are 650 trillion brand-new lights flashing in 1 second. Each Hertz is a brand-new emission and packet unto itself. Time does not re-emit 650 trillion times a second, nor is a photon a particle or a packet of reality acting like the frame of a reel of footage. The orange light that already left the flame will continue to propagate out until it meets the electrons making up the distant observer. But remember, it is never the same light within that packet. And the electrons making up the observer will absorb all of those different lights within that packet and re-emit brand-new lights that produce the product of illumination. A photon is a massless packet of energy, spherically expanding at the rate of c from the source it comes from. Illumination is the result of that energy being absorbed and RE-emitted by any other electrons that did not output that primary packet. But time is not associated with the same light. It's never the same light and time does not re-emit between packets. Time is not relative. Do NOT allow your mind Carte Blanche to think along the lines of relative time. DROP IT for this thought experiment. We are thinking along the lines of ABSOLUTE TIME/ Galilean VARIANCE. What does absolute time mean? It means time is constant in ALL frames of reference. Any frequency shifts between atomic clocks IS a literal change in the speed of light. But relativity forbids the speed of light from Ever changing, so relativity (Lorentz INVARIANCE) invented the concept of the 4th dimension and space-time. Because Relativity doesn't allow light speed to shift.. they interpret the same frequency shift between atomic clocks as being conclusive, irrefutable evidence that time and reality itself shifts. Rather than say it's just that ONE clock being affected by Earth's gravity and the oscillation of that ONE cesium clock is being altered compared to other clocks. People don't realize that in relativity... time dilation is SYMMETRICAL! Not even most relativists know their own theory. If Clock A and Clock B are synchronized and together... and then they accelerate apart... Einstein said Clock A would see Clock B as being slower itself. And Clock B would view Clock A as slower than ITself. NOT that only one observer would see back in time and the other would see forward or not at all. No... BOTH observers are supposed to see each other BACK in time relative to each other according to Einstein and the consequence of the math. It doesn't make ANY sense!! But relativists toss that part of time dilation under their 4th dimensional rug. The rug is woven from threads of gold that only the smart people can see apparently. So... here's a thought experiment/ Gedankenexperiment for absolute time. NO paradoxes... no nonsense or confusion. What do you see in a club? You see disco lights changing and a color wheel effect. You see everyone in REAL-TIME. Not just because they are so close to the lights. Light is not a recording of reality. Light is simply color. Illuminating reality in a certain color. Just because you can't see something yet or the color hasn't reached you doesn't mean it isn't happening in real-time. Zoom out and look at the people in the club through binoculars a mile away. You are still looking at them in real-time. The colors are shifting with a delay in the club. Now look at the club through a telescope from the surface of the moon. You're still looking at the people in real-time. But now there is a lag of the colors shifting by 1.25 seconds because it takes light 1.25 seconds to travel from the Earth to the moon. Now look at the club through an even bigger telescope from the surface of Mars. You're still looking at the people in real-time, but now there is a lag of the colors shifting by 3 minutes because it takes light 3 minutes to travel from Earth to Mars. fr you are a third hypothetical observer zoomed out and watching the person from Mars AND seeing the club on Earth... you're still seeing everything happening in real-time as well. But you see the colored wavepackets traveling with a delay to the observer on Mars. And the disco color wheel effect is just lagging before it affects the observer from Mars and the observer on the Moon. It doesn't matter how far you zoom out! There is only now to observe. But there WILL be a lag and delay for a given color/wavepacket to reach distant observers. But all points in space are already illuminated by other starlight. So if you're too far away... you'll just see the club in real-time but without any disco lights. Just see them in white light because that's the source already illuminating the scene. This is where it gets the most difficult because people think light itself is a recording of reality that replays a scene from where it came from. But another punch in the gut of relativity is that in order to see REFLECTED light... that would require a TWO-WAY transit. Which means the light would have to be sent out... record the scene of a distant event and then RETURN in order to REplay the event. Which means it would take 6 minutes to see the club from Mars by that logic and 2.5 seconds to see the club from the moon by that logic. The difference in tick rates between clocks has NOTHING to do with time dilation. Wait.. what?! How can that be? Because a clock itself doesn't represent all of time and reality. The difference between clocks is a "Transverse relative time shift." If the only light in the universe was from the lighter… the only way a distant observer would be able to see the astronaut on Mars is if the astronaut held down the button of the lighter for longer than 3 minutes. It takes 3 minutes for the packet of light to travel from Mars to Earth. The distant observer would never be able to see Mars, unless the light stretched from Mars all the way to Earth, and illuminated the path between Mars and Earth. And that would take 3 minutes for the boundary and first part of that wave packet to reach Earth. But if the distant observer wanted to observe Mars in real-time… then that packet of light would have to be on for longer than 3 minutes. So if the astronaut on Mars flicked the lighter at 12:00, the distant observer on Earth wouldn't see anything until 12:03. If the light was on for 3 minutes and 10 seconds, and the distant observer is 3 light minutes away... the distant observer would be able to see Mars in real-time for 10 seconds starting at 12:03. In the 20 second video clip of the rotating planet with shifting colors... just imagine you're a couple light minutes or light seconds away. You're still seeing the planet spin in real-time. But there is simply a delay of switching colors. You are Not looking back in time. It's just a color wheel effect from a great distance away. That's it!! There are many major flaws which tarnish people's critical thinking on this thought experiment. 1. Light does NOT ricochet or bounce. Electrons absorb, emit and re-emit ALL electromagnetic radiation. The electrons, making up the glass of a mirror will absorb the incoming light and re-emit a brand-new light as an equal and opposite reaction. NOT that "the same light" bounced off the mirror and continued on within the same frame of reference.  2. Light is NOT a recording of reality. 3. It is NOT the same light being observed from a source. It's never the same light. Each Hertz is a new light. Think of half of a sine wave as being its own emission. On an oscilloscope, a stimulus generates a peak which initiates an equal and opposite trough. Or vice versa. That repeating process is not "the same light." If you cut and paste that sine wave to another sine wave, the boundary between the waves will always be in phase. (thus refraction) 4. The speed of light is NOT the same in ALL frames of reference, no matter what. 5. Light is NOT made of particles and waves that flip back-and-forth. 6. Time is NOT connected to the speed of light. Time remains constant regardless if you accelerate towards or away from a clock. The clocks themselves will indeed be off! But that's an affect on the electrons making up the atomic clock affecting the oscillation of the isotope which is ASSUMED to ALWAYS be the same. So ANY difference in oscillation is treated as a literal distortion in space-time. 7. Space and time are not linked at all. That is a mathematical artifice under Lorentz invariance. Time is relative under Lorentz invariance. But time is absolute under Galilean VARIANCE. When people hear or see the word GALILEAN... their brains switch to auto pilot to "aether theory" and "classical physics." What people don't realize is that aether theory used Galilean INVARIANCE. Rather than space-time being used as an excuse to explain the difference in frequencies between atomic clocks... it was originally aether being used as an excuse to keep the speed of light the same. But None of those things are valid! We are thinking under the framework of Galilean VARIANCE! Completely new revolutionary model returning to Isaac Newton and Classical physics but without the corpuscular theory (particle) theory for light... without a particle-wave duality... without an aether... without a 4th dimension. Just good ol elementary math within 3D Euclidean space. Everything happening in real-time, right now. This reformulation of Galilean transformations was offered by Dr. Edward Dowdye in 1991 called The Extinction Shift Principle. Effectivity as opposed to Relativity. If light required a two-way transit, in order to travel out… Record an event, and travel back to replay the recording…  then it would take 6 minutes to see the astronaut on Mars instead of 3.  Remember… They say the SAME light is a recording, and must travel there and travel back in order to REplay. Relativity says time is relative: t' ≠ t time is NOT the same from all frames of reference) and t = tₒ / √1 - v²/c² but Galilean Variance says time is not relative: t' = t (Time IS the same from all frames of reference) and τ_tr = τₒ / √1 - v²/c² Relativity says c' = c (The velocity of light is the same from all frames of reference) but Galilean variance says c' ≠ c (The velocity of light is NOT the same from all frames of reference) and that c' = c ± v (The velocity of light in one frame of reference is dependent upon the velocity of the light source relative to an observer in another frame of reference. Whether that light source is approaching or receding away from that observer) Relativity says E = mc² (Energy and mass are universally equivalent and literally interchangeable under All conditions.) but Galilean variance says E = Δmc² = mₒc² (Energy changes in a system are the result from changes in mass. mₒ represents the original mass. Mass and energy do not literally interchange. There is an equivalence, not an interchange.) The Rebirth of Classical Physics: Time, Light & Gravity Star light and illumination: Flicking a Lighter on Mars visual example:

TheRealVerbz (Jason Verbelli)

16,608 次观看 • 1 年前

[New Xbox Controller Review] #ad Special thanks to Qrdgame_offcial for supplying me with a review unit of their Ferrox M5 Xbox & PC Controller QRD Ferrox M5 The QRD Ferrox M5 is a Wireless Xbox One–style gamepad with a transparent design. Since it targets Xbox One natively, it works automatically on PC and Xbox Series S/X. The included 2.4Ghz USB Dongle also supports Switch and Android with the right adapter (USB C), but I was not able to test those in time for this review. A Wireless Xbox Controller The QRD FERROX M5 comes in a familiar Xbox layout with Hall Effect joysticks, RGB rings around the sticks, and a magnetic & detachable clear shell that shows the internals. The controller feels very similar to a standard Xbox pad in terms of shape and size, but it’s slightly lighter at compared to the usual Xbox controller weight. The lighter weight makes it easier to hold for longer sessions without hand fatigue. The D-Pad is surprisingly good at dialing special moves feels as solid and responsive as the official Xbox controller, and that’s impressive at a lower price point. I spent a few days trying out the Mortal Kombat Legacy Kollection exclusively using this controller and I did not notice any difference at all. Capabilities From what I’ve tested, the controller performs extremely well for action games, fighting games, and shooters. The Hall Effect joysticks offer smooth movement and precise control with no drift issues. The D-Pad uses micro switches, so every input is tactile and accurate. The back triggers support an adaptive “trigger stop” mode, which shortens the travel distance for faster reaction time in FPS games or quicker blocks in Fighting Games. You also get 4 back macro buttons, turbo mode, and adjustable joystick sensitivity with deadzone options. Vibration strength and RGB lighting modes are also customizable. What can it do The FERROX M5 includes an 800mAh battery that lasts around 8 hours of gameplay. It only uses the 2.4Ghz wireless connection, not Bluetooth, so it always requires the included USB Dongle. The good thing is once you sync it with your Xbox or PC, you don’t need to sync it again—it carries over between both devices automatically. The 2.4G connection is stable and low latency, and the controller has a 3.5mm headphone jack for audio and mic support. It also features a quick calibration system to keep sticks and triggers accurate over time. The overall grip and shape feel close to the official Xbox controller, comfortable for long gaming sessions, and the transparent shell gives it a distinct look. Areas of improvement I initially had trouble charging the controller while playing because connecting it to the Xbox via USB would disable all inputs, making it unusable in wired mode. But luckily QRD Support helped and provided me with an updat - I had to connect it to a PC, download the firmware tool from QRD’s website, and update the controller manually. After installing the new firmware, the controller can now charge while being used normally on Xbox, so the issue is fully resolved. The Xbox button also behaves differently on Xbox, where the single press acts like hold and the hold acts like single press; this issue doesn’t appear on PC. Syncing with the dongle took a few attempts on both Xbox and PC, but once paired, it never needed syncing again. The wireless mode is strictly 2.4G with no Bluetooth support, so it cannot connect without the dongle, though the benefit is that one pairing works across both Xbox and PC. Final Summary ✅ Hall Effect Joystick ✅ Lights in the dark ✅ Good D-Pad for input dialing ✅ Light Controller ❌ First sync can be annoying on PC ❌ No bluetooth for phone usage - Dongle is necessary ❌ Needs an update for the Xbox Wired issues which require a PC The Controller is available on Amazon for $59.99, and will be part of the Black Friday Deals on their official website for even more discount! Amazon Link Website Link

thethiny 🐰🍉

16,864 次观看 • 9 个月前

“Can Zionists Win the PR Battle if People Will Blatantly Lie?” For years now I’ve been upset at just about every Zionist who appears on Piers Morgan Uncensored. My complaint is always the same: Control the frame. Win the battle at hand. Don’t chase every lie. Stack victories. Because when you’re tasked with going up against somebody like Ana Kasparian—who will interrupt you and then demand you not interrupt her, intentionally put forth misleading stats like “83% of the dead are civilians” (apparently she failed statistics), and say the “Jewish lobby controls America”—you can spend the whole segment playing defense. That’s the trap. But the mission on this episode of Piers Morgan Uncensored wasn’t to litigate every lie. The mission was to get Piers to recognize why StopAntisemitism has Ms. Rachel on their “Antisemite of the Year” list. Ms. Rachel pushes Hamas propaganda, platforms and says she’s friends with a guy who glorifies a day where 38 Israeli children were murdered, and claims to care about “all of the children” while putting Israeli children in danger with misinformation. And that’s what makes it irresponsible: if you’re a children’s entertainer, you have a different responsibility than a journalist or pundit. Hen Mazzig and I got Piers to acknowledge that what Ms. Rachel is doing is “ill advised.” That was the battle yesterday. And the battle was won. We accomplished three main things: 1) Ms. Rachel is indeed sketchy and irresponsible with her one-sided treatment of the situation and her choice of who she amplifies 2) YourFavoriteGuy is a legitimate terror supporter (well done Piers Morgan 👏) 3) You do have a different standard if you’re a children’s entertainer compared to a journalist or pundit Those are wins. Net win yesterday. And you can tell because the only good clips they have are highly edited. So did we win the war yesterday? Of course not. But did we win the battle we were tasked with winning? We did. And it was a shutout. Not 16-0, but a solid 5-0 combined shutout. Hen threw five innings for the win, and I notched a four inning save. But that’s how we win the war. Not with one appearance on Piers Morgan, but with each successive win on Piers Morgan. String the battle victories together, control the frame, and keep pushing forward. So thanks, Hen (and Piers), time to hit the showers.

Jake Donnelly

28,529 次观看 • 8 个月前

If someone tells you Mercedes "Level 3" DrivePilot is more advanced than Tesla FSD, they are either clueless or lying to you. Mercedes DrivePilot: 1. Only works on certain models of the top end S class and EQS with special hardware. So only some versions of their most expensive car support it, or almost no cars. By contrast any Tesla built since October 2016 can run FSD. 2. Only works on pre-mapped highways in California or Nevada. By contrast Tesla FSD works on any road, highway or city streets across North America (and soon, Europe and China) 3. You must be in a traffic jam on the highway traveling under 40 miles per hour. By contrast FSD allows you to go up to 85 miles per hour. 4. You must have a vehicle right in front of you to follow, if they pull too far ahead you will be asked to take over. By contrast FSD does not require a lead vehicle. 5. You must have clear lane markings — if they are faded you will be asked to take over. By contrast FSD works without any lane markings. 6. Only works in good weather — if it's rainy, foggy, sun shining directly at car, etc you will be asked to take over. By contrast FSD works in a wide range of inclement weather conditions (but of course has limits too) 7. Only works in the daytime. Does not turn on at night. By contrast FSD works 24 hours a day. 8. You have to click ok to accept the first time you turn it on per drive. By contrast FSD just turns on without requiring you to click ok 9. DrivePilot still has a driver monitoring system that will beep at you / ask you to take over if you do anything that is not allowed (like leaning too far back) 10. You may be asked to take over at any moment for any reason and need to be ready to do so within 10 seconds. 11. If you don't take control, the vehicle will come to a dead stop in the middle of the highway 12. DrivePilot cannot handle interchanges or change lanes. By contrast FSD can handle lane changes and interchanges completely automatically. Mercedes can do lane changes in Level 2 mode, but in Level 3 mode you need to do them yourself. You will always need to pay attention to make sure you don't miss the exit 13. "Don't think of it as a fully automated do everything for you sytem. It's more like Level 2 enhanced, but enhanced in a really impressive way" 14. Relies on HD mapping to function. Mercedes needs to build and maintain these maps or the system will not work. The system does not work anywhere the maps don't go, such as city streets. 15. System is so reliant on maps to tell the car where to drive that they have to account for things like continental drift 16. When the system asks you to take over, you're sent back into manual driving mode — all lane keeping is turned off 17. Once it goes out of its operating conditions, you are liable again. So, for example, if someone changes lanes and there's no longer a lead car in front of you the system suddenly turns off, stops in the middle of the highway, and you're liable again "so it's always good to pay attention, even when these systems are on" (so what is the benefit exactly?) 18. Because mapping is so expensive to maintain, it costs $2,500 a year. By contrast FSD costs only $1,200 a year. It does so much more for less than half the price, and works on any Tesla. 19. No way to retrofit DrivePilot onto a car that doesn't have the LIDAR etc 20. "I came away from my time with DrivePilot a bit mystified. It's clear that developing this system was a complicated endeavor, with all the added sensors and complexity and while it was on I have to say it worked pretty flawlessly. But with the operating conditions being so narrow, I couldn't shake the thought of 'is this all worth it?' from my head. Even trying to film this video was difficult, as the vehicle would hand control back just as we were getting going especially with that low 40 mph speed threshold. And if I were paying $2,500 a year to use this system and it wouldn't stay on, I would find that pretty frustrating" It is crazy and sad that people are being so misinformed about important safety technologies that could save or change their lives. If anyone tells you this system is more advanced than anything else out there, they are either a moron or a liar.

Whole Mars Catalog

678,121 次观看 • 2 年前

If you take a movement to unpack this visualization... You'll see how it simply breaks down how reality works. At frame 0 you have a static image. Everything is one, this is the monad. As soon as you hit frame 1 there is movement, there is change. Now you have two states, moving, or static. When Nikola Tesla says you can explain everything in frequency and vibration. The difference between frame 0 and 1, is vibration. The difference between movement and no movement. This is like binary logic we use in code which is made up of 0's and 1's. After frame 1, is when frequency emerges. Because the difference between frame 1 and all frames after is about how fast is the vibration/movement happening. If we skip forward to frame 50... You have a shape that begins to emerge, this is the 8 dots, then the 6 dots. Notice how unstable it is, it's 8 dots, then 6, then a moment with 4 in a rectangle These shapes are emergent properties. The first two emergent properties after the monad was vibration and frequency. Next comes shape (i'm skipping over rotation and direction). These shapes of dots can only exist when you have frequency and rotation. This frequency and rotation creates vortex energy. It's the same energy that things like your chakras use. Or the same energy we harness in devices like engines, airplanes, fans, blenders, hard drives, etc. It's also the same vortex energy you'll see in a tornado or hurricane. They are powered because they harness rotation and frequency(change/movement). Going back to the video, notice that it is inside the entire shape, the internal structure is manifesting before the external structure does. Then around frame 60 the hexagon of circles begins to rotate. First it was the two dots that moved and now it's a complex shape that is coming to life. This is a higher dimension (or lower depending on how you look at it) manifesting into existence. The internal state is "awakening" and experiencing it's own change like what happened to the whole shape in the first frames. But it is unstable. That's why it doesn't persist for long. If you think of the 8 dots being the octahedron, they map to the element of air. Air is in the material world, but it is not something you can see. The brief moments the 8 dots are visible is similar to that effect. They are only experienceable between a small frequency band of frames. Now here's where stability begins to appear in the internal structure. This is when the 4 dots appear. You'll see that the four dots, the square, is stable and persists the most visibly for the most amount of frames. The square represents earth in the platonic solids to elements mapping. Earth, is material, it's stable. We build our buildings in squares and with earth because it is a solid shape to build on. This visualization shows you why. Across different vibrations (frame rates) it can self sustain. Between this point and frame 180, you'll see a new emergent property. Which is depth. A new dimension is introduced at around frame 90 but really becomes visible at around frame 110. You can see a foreground and background. There is the shape of the dots, but also the triskellion wave happening in the background. Let's jump to frame 180. Notice how it is the same as frame 0 except... It's flashing. If you were paying attention, you'll notice you could see flashing at frame 90 and frame 120, but they didn't persist for long. At around 150 it started to reach stability and 180 it was solidified. Between frames 150 and 180 there is flashing, but the image is still moving. Only for a brief moment at frame 180 is the movement frozen and the flashing persists. Think of that like your computer screen. It's what your screen is doing right now as you read this. Even tho the text isn't moving, the screen is flashing at 60 or 120hz. The images appear on your device because this flashing brings things to life. The entire material realm and your physical body right now, is doing the same thing. While you look solid... You're flashing in and out of existence at very high frequencies. You can look at frame 180 and frame 0 as the same essence but it is the mid point between an octave change. In the video, the ying and yang was vertical, now it is horizontal. This is a phase shift. If you notice at exactly frame 180, the rotation freezes and then the direction of rotation changes. The process then repeats all the way to frame 360 but in the opposite sequence. Once it reaches frame 360, that is an octave change and the process repeats. Each time you repeat the process is a layering of the same patterns into higher octaves. This is the same as your chakras or how other things work. They are like russian nesting dolls where every octave is layering onto the next. The complexity of your body is a layering of basic principles that emerged in earlier stages. Your organs are built of systems that are built with cells that are built with proteins that are built with atoms and so on. The atoms, work just like your body at a basic level. Your body works just like the galaxies. At each level you'll have the same pattern. This is where the idea "As Above, So Below" from. The monad, splits in two, and so on and so on. One cell, splits into two through mitosis in the same logic. We could spend all day going through examples of how biology, physics, spirituality, etc. aren't really different. They are just categories that we use to dissect these frequencies and octaves of energy but they only start paying attention within the confines of materialism. The problem is, none of the sciences start at the root patterns. Because that is reserved for religion or spirituality. It's too woo-woo to take seriously so it's dismissed. And because of that... We're left ignorant on the simple explanations for how things work. Now you need some expert with tools you don't have access to in order to explain things. When you could be understanding them without the tools. The Yin and Yang symbol in this video is 3,000 years old. It's simple. Yet I just showed you how it explains deeper layers of reality.

Jamal ☯︎ 🔆🧘🏽🧠

13,149 次观看 • 4 个月前

🌏 Destiny, Sincerity, and the Wealth of the Heart People’s destinies are different. Why? Because our IQs and our hearts are different. When opportunity stands before us, most people hesitate to believe. They doubt, and that disbelief blocks their path to change. Those who lack faith cannot see their own potential. But today, Pi Network will change the destiny of some — not all — because only those with vision and sincerity can recognize the moment when it arrives. This is why I established the GCV Ambassador System. My purpose is to help those who are ready to change their destiny — to guide them to use their wealth wisely, for the good of humanity. Earning wealth is not easy, but keeping it safe and meaningful is even harder. So how can we enjoy wealth safely and happily through the Pi Network? This is what I will continue to share through free GCV education after full Open Mainnet — to help pioneers not only gain wealth but live with wisdom and balance. In China, we have a great story about Fan Li, a statesman of the late Spring and Autumn Period. He is remembered as the God of Wealth and Sage of Commerce. Fan Li was the ancestor of those who turned from politics to business and became a symbol of how to build, lose, and rebuild fortune with grace. He created great wealth three times, donated it all three times, and rebuilt it again three times — each cycle guided by wisdom, compassion, and sincerity. Many pioneers still do not fully understand what I say — and that is natural. Understanding depends on sincerity. If you have 100% sincerity, you can understand all my words. If you have only 50%, you will understand only half. Remember: Pioneers do not need PCT approval for GCV, because only pioneers have authority over Pi’s value — not the Core Team. That is why the Core Team never speaks about value, yet they bear the responsibility to adopt the consensus the pioneers have built. Today, I want to congratulate all GCV warriors who have made GCV the real Pi value — through faith, persistence, and action. Finally, I want to share a beautiful and powerful song from our Korean Head of GCV Ambassadors, Mr. John, as a symbol of gratitude to all Global GCV Community for your hard work and dedication to the Global GCV Movement. Thank you Mr. John for your excellent leadership in the Korea GCV movement 👏 Let us move forward together — with sincerity, wisdom, and love — to shape not just our own destiny, but the destiny of humanity. ------ [영어가사] [Verse 1] Spreading light across the world, One name shines — GCV. Steps we’ve taken on this long, long road, Different tongues but one same dream we hold. Every gentle hand now joins in harmony, The name we share — GCV. [Pre-Chorus] The fire of Pi keeps growing bright, A song of hope ignites the night. [Chorus] The world unites and calls aloud, Global Consensus Value! We create the worth of PI together, The name Doris shared — GCV! Sing it loud with all the world, Voices rising, hearts unfurled. Connected by the light we weave, Together we sing — our GCV! [Bridge] Even when the wind stands still, Faith will move us forward still. A tiny flame becomes a shining sun, Embracing all — GCV, our dream as one. In every gaze, we find the spark, All roads meet — no more dark. [Chorus 2 – Power Section] We are one, you and I, Together we reach for the sky. Now let every heart cry out — G! C! V! GCV! [Final Chorus] GCV! (Let’s shout together!) GCV! (We light the future!) GCV! (With one true heart!) Sing with the world forevermore! [Outro] One ray of light from every hand, We shape the worth of PI that stands. The name that shines eternally — GCV, we sing with the world. Composition: Great PJ Lyrics: John ------ Doris Yin 🪷 🪷🪷

Doris Yin 东方紫莲🪷

17,163 次观看 • 9 个月前

My Thoughts on R2 after my time with it! Short review! First, Rivian completely nailed this thing. I love the positioning of the driver seats. That long front nose gives a nice commanding feel. They will sell each and every one of these! Driving impression/suspension: 9/10 I felt the vehicle has good build quality. It felt *tight* and secure. Power delivery was smooth and crisp in all-purpose. Sport mode fella unlocked and ready for all the fun things. Power is rapid and consistent with a full power moment around 35-40mph, all the power is there. There is a good amount of nose rise during a hard acceleration. But I do feel the suspension was working well to control this. Remember this isn’t an air suspension. It’s a coil suspension. There is a difference between the suspension setting soft was SOFT. Firm was stiff but not overly stiff. It didn’t have that bouncing effect that some vehicles can have when going into firm suspension. Moderate was a good balance. I wish it could be more adaptive in moderate but it’s very very good. Turn in was good, and the turning radius was excellent. Switching from D to R for a 3-point turn was smooth and quick, no jerkiness. Very good control over entrance to parking lots. Stable. Lastly, it feels like the small delay some R1 have in throttle is gone with R2. Software: 8/10 This is where you guys know I am hard on them on. Because I want the best they can give. Rivian OS2.0 is a HUGE upgrade over R1. In all cases. Responsiveness, touch input, speed, app switching, keyboard responsiveness, etc., it is a huge difference. I love the new “fish stick” bar. And settings being available with one tap and being app-dependent first is fantastic. Well done Wassym Bensaid, the halo are great. The only thing about them is while driving, it’s hard to get a direct click, especially when trying to use it to switch drive modes where you have to push towards you. The halo likes the spin/move, but I think I just need to get used to it. Living with it would for sure help with that. I’m really hoping they fully unlock customization for them. You can end up with 8 different characters you could adjust. I really like having the driver display. But driving with it, you can notice how much smaller it is compared to R1. It’s no deal breaker, but it’s noticeable. Cameras felt snapper and of higher quality over Gen 2 R1. The turn signal sounds is new I like it as well as the forward and Evers noise it makes. Think Tesla sound when shifting. Audio: Now I’ve experienced R2 3x now. With 2 times with audio. The audio was significantly better than when I got to sit it in, in Miami for a block party. It’s about as good as R1 is now. There did feel like a sub was there. That’s great. I used my Apple Music account so I could listen to the song I love. And it was great. Not perfect but good enough. Long as it’s comparable to R1, it’s okay. Cabin: It was very well appointed. I actually found it sufficiently quiet. 🤫 I think for sure it’s quieter than my R1T without question. The HVAC system design (air vent) I like better than R1. I feel like the HVAC system now can blow the air on better than trying to. I need more time to test preconditioning because that’s where I’ve seen most of the issues with my R1 vehicles. Tons of space, easy to drop the seats, it’s flat, and nice under-floor space. The 1-touch drop for all windows was excellent. Overall: I think this is the Rivian everyone has been waiting for. This will be a fantastic one-car solution for so many families. There is storage for days, off-road abilities a Model Y can’t even think of doing, but the UHF needs to improve quicker than it currently is because that is really becoming a buying decision for people. Tim and I can’t wait to take delivery of our R2 Rivian; we are ready! Feel free to ask me anything about the R2! I’ll do my best to answer it or get you the answer. It’s a 10/10 for so many people.

Tyrone Holland🚀🧑🏽‍💻

32,078 次观看 • 2 个月前

To my supporters, friends, and every voter who has backed me since 2020: thank you. When I launched this race, NJ-09 was written off. It was a D+16 district, and Republicans treated it like a permanent loss. I didn’t. Since 2020, we have built something real. In 2022, I earned 41% against an entrenched incumbent and broke records. In 2024, we delivered the strongest Republican performance this district has seen in decades, falling just 3 points short of flipping NJ-09. That did not happen because of consultants, county bosses, or backroom deals. It happened because regular people believed in a message, a vision, and a movement, and they put their names, time, and reputations behind it. Over these past six years, I’ve seen the best of this district and the worst. I’ve taken hits from Democrats, and I’ve also faced resistance from inside my own party. I’ve dealt with political games, unnecessary obstacles, and people who smiled in public and worked against me in private. That is the truth. I have always been accountable to the voters, not to a political class. I cannot be bought, I cannot be controlled, and I will not bend the knee just to be accepted in rooms that do not represent the people. Here is the bottom line. I am suspending my campaign for Congress in 2026. This decision is not about fear. It is not about fundraising. It is not about my ability to compete. I’ve run three cycles on a shoestring budget and delivered historic gains every time. I know exactly what I’m capable of. This decision is about a deeper problem inside the party in New Jersey. Too many leaders have reduced winning elections to spreadsheets and stereotypes. They obsess over demographics and checkboxes while ignoring what actually wins. Ground game. Message discipline. Courage. Charisma. Strategy. A candidate whom people trust. They think they can harvest the momentum we built, parachute in a preferred candidate, and tell the voters to fall in line. NJ-09 voters are too smart for that. I’ve watched party insiders overlook proven results, and I’ve watched them reward connections over performance. I’ve watched them cling to “safe” choices while ignoring what the voters have already said with their ballots. And I’ve watched them pretend to support the movement in public while quietly trying to control or contain it behind the scenes. So I’m giving the party what it seems to want. A race without me in it. And if the same people keep making the same decisions the same way, the results in 2026 will look exactly how you think they will. But let me be clear. This is the end of Billy Prempeh 2026. It is not the end of the movement we started. I’m proud of what we built together. I’m proud that we proved this district is not unwinnable. I’m proud that we forced people to take NJ-09 seriously for the first time in a long time. I’m proud that we stood up for New Jersey when people felt unheard, including during the lockdown era, when leadership mattered more than polished suits and scripted talking points. To every volunteer, donor, voter, and supporter: you made history with me. I’m grateful, and I’m not disappearing. I’m stepping back from this race, not stepping away from the mission.

Billy Prempeh

36,265 次观看 • 8 个月前

This is where I have to share my raw feelings about Rivian software currently on R1. The software experience they have created is good. It’s their own, with their software stack that they control. With that said, we have to stop making excuses for longstanding bugs. Like Quinn Nelson had posted about long ago, having to do multiple Resets, logins and out to get core functionality to work is not the experience we should be having. I know Rivian and Wassym do not want this. I also know they are working on R2 stuff as well. As a person who has spent real money on 4 Rivian’s with 3 R2 reservation between me and hubby, we are huge fans. Have helped many become Rivian owners as well. But the long outstanding bugs are starting to boil over. It’s dragging the software reliability down. Apple Music has been in Rivian vehicles for just about 2 years now. We are past the stage of it being “new”. Spatial Audio is a key music feature, and for me, and plenty of others, you have to turn that off sometimes just to get music to play. I shouldn’t have to do that. Plus, you can’t change that feature while the vehicle is in drive. So then you have to pull over and fiddle with it just to get it work and sometimes it doesn’t. Rivian assistant can’t do it either. Among other issues, like HVAC preconditioning, unstable cabin temps, GPS locking issues, profile switching not getting right or switching profile after the driver has gotten in, mobile app live activities not functioning properly, and more. The live activities is important, because we don’t have a notification for charging start stop/complete except for charging complete on DCFC, so on a level 2 charger, I don’t know if there is an issue with charging if the live activities don’t appear. Same for HVAC if it’s not showing up I have to keep opening the app to check to see what the temperature is. If you aren’t going to push me a notification that the cabin is at the temp I selected in favor of the live activities, then the live activities has to work. I could go on, but I really love my Rivian. I love the brand, I love what they want to do. And I think R2 is going to change the market for most things, but I want their focus to be on software and stability. Focus on polish, focus on features that many people want, don’t over complicate those things. Example, valet mode should be here by now that locks down speed acceleration and access to certain parts of the vehicle. Basic Pin to drive, not the multi factors drive one that depends on your phone and vehicle having an internet connection. Speedy, clean, stable software is always a win. I know Wassym Bensaid and plenty of others at Rivian can do this. We have seen it before and seen what they can do. The YouTube app is by far the best app they have added. I haven’t had any issues with it. It’s responsive, and works. Everything needs to work like that across the board. Please guy let me help in anyway I can, I just want the best for you and the community and customers. Let’s focus on that. I know some will see this as a complete complaining post but it’s not. It’s a plead to make the experience better for everyone and making the Rivian software the best software it can be.

Tyrone Holland🚀🧑🏽‍💻

51,082 次观看 • 2 个月前

Ever since I wired Claude Code to WhatsApp 3 weeks ago, I built a stupidly large infra around it. I mean, opus built it. No clue how the code even looks. The entire thing was vibe coded using my phone. I wanted to see how far I could push it without touching the computer. Everything via WhatsApp. Build what I need on the fly. So the resulting infrastructure will already be battle tested for software development. The entire thing was streamlined with nearly no manual interventions, everything was communicated via WhatsApp using a single script establishing this connection. If the script is down, I need to get home to start it again to resume the development. Claude was upgrading it, debugging it, restarting it while maintaining constant uptime so it could keep communicating with me. I stressed Claude about it, telling it that it will be “in the dark” and other words that deliberately sound scary about losing communications if the script dies. I also refused git and refused cloning the code, I wanted to see Claude adapting to work on a *LIVING* system. The way this whole thing works: Claude has its own dedicated phone number that I am paying for. A real WhatsApp account for it is installed on a real iPhone that is sitting on my desk. All is registered under my name, this is legit setup with no hacks and tricks. I’ve set up a WhatsApp “Community” and multiple different groups under it. Both me and Claude are the admins, so Claude could edit it on my behalf. Each group is a project I am working on and has its own isolated context. The Group description is a system prompt that gets auto-appended to the larger system prompt explaining this setup in general. When I send a message it’s an instant interrupt to Claude Code’s process, just like in the terminal. Voice notes are seamlessly transcribed with a local Whisper model. Images are used with multimodal reading in an isolated parallel session. Multiple groups running in parallel so I can work on all projects at the same time. No cross-talking, everything has an isolated context and history. And because it’s local on my own machine: Everything is REAL. The browser is REAL. I am connected as myself on it to all services because I actually use it in real life. Claude has unlimited internet access, just like humans who use actual browsers. It utilizes custom-made browser tools that I made to control any browser session it wants. Depending on the situation, it can either connect to my existing session or create one for its own. (You can tell it ‘look at my browser for a sec’ then talk about the current page you are on and it just works, pretty cool) My custom browser tools are not perfect (not by a long shot) but I managed to make them work well to the point they are somewhat reliable. This gives Claude full access to my real creds and all the services I actually use. I’m productive AS HELL with this. It really feels like a personal assistant. I ask it to read my emails and msgs, check x .com for news, research arxiv papers, write code, run experiments for me, investigate and reverse engineer github repos, even use my credit card and order things. [I try not to do this one a lot lol so far no disasters]. All from my phone. Super convenient. This is not a product or an open source project (maybe soon of it will make sense). This is just an ugly script I hacked the entire thing is ~600 lines. (ok maybe i did look at the code, but i swear i didn’t edit!) You can also vibe code this from scratch pretty fast and it will probably even end up better. This is just a cool thing so I’m sharing. It is a real speed booster for many things I do on daily basis, mostly boring things. Forcing my routine into some new “agent platform” just didn’t feel right for me. WhatsApp is where I already communicate and look for messages, so I decided that my agents will live there too. AGI in my pocket 24/7.

Yam Peleg

419,733 次观看 • 8 个月前

Bach – Air on the G String (Orchestral Suite No. 3, BWV 1068) When a Moment Continues to Live Within the Flow of Time There are strange moments in life when time keeps moving, yet we feel as though we have remained where we are. The clock continues to tick. The light keeps changing. The world outside never stops moving. And yet, for a brief instant, the present seems deeper than usual. Not because time has stopped. But because we suddenly perceive more within that very moment. That is the experience Johann Sebastian Bach creates in Air from Orchestral Suite No. 3 in D major, BWV 1068. The wonder of this music does not lie in eliminating motion. Bach does something far more subtle: He allows time to keep moving, while enabling a single moment to remain alive longer within human perception. Not a Journey Forward, but a State Preserved Many great musical works are built as journeys. The music creates anticipation. It creates tension. It creates transformation. And eventually, it leads the listener toward resolution. Air offers a different kind of experience. It does not rely on dramatic events or powerful climaxes. From its very opening phrases, Bach does not give the impression of a melody eager to rush forward. Instead, he unfolds a continuous melodic line over harmonies that change with quiet patience. Each musical phrase exists not merely to lead into the next. It also creates a space in which the listener can remain and simply experience the present. Bach does not create depth by constantly changing states. He creates depth by allowing a single state enough time to reveal itself. Melody Creates Space What makes the melody of Air remarkable is that it is always moving without ever feeling driven. It does not resemble a straight line racing toward an ending. Instead, it unfolds like a space gradually opening before us. The violin's long, gentle phrases make time seem to expand. Yet this is not stillness. The melody continues to develop. It continues to change. It simply never gives the impression that it urgently needs to arrive somewhere. It allows the present to remain a little longer. The Bass: Time Continues Its Quiet Course Beneath the openness of the violin lies an uninterrupted current. The bass line continues its steady motion. It never demands attention. It never seeks to become the main character. Yet it is precisely this quiet movement that gives the entire work its stable flow. If the melody is the moment being expanded, then the bass is time itself continuing beneath that moment. Here lies the central paradox of Air: One musical layer seems to hold the moment in place. Another continues carrying time forward. Bach does not create peace by removing motion. He creates peace by placing different kinds of movement into perfect balance. Gentle Frictions: Where Structure Becomes Emotion The depth of Air does not arise only from the relationship between melody and bass. It also emerges through the smallest harmonic changes between the voices. Bach often allows one note to continue sounding while the harmony beneath it has already shifted. For a brief instant, the old sound has not completely disappeared, yet the new sound has already arrived. Two states exist simultaneously. This is where harmonic technique becomes human feeling. After all, change in life rarely happens in a single instant. A memory can remain even after the present has changed. An old emotion can still resonate within a new reality. Bach brings that fragile human experience into a musical structure of extraordinary balance. The String Ensemble: Where the Idea Becomes Sound Yet none of this would fully come alive without the unique color of the string ensemble. The strings' ability to sustain and subtly transform a single tone allows Bach's long melodic lines to be heard not merely as consecutive notes. They become a continuous stream of sound unfolding through time. A written note on the score is only a point. But through the violin's bow and the sustained voices of the string instruments, it becomes a space. That is what transforms the idea of "a moment preserved" from an abstract concept into a living musical experience. The Defining Seed of Air What makes Air truly distinctive does not lie in any single technique. Not simply because the bass keeps moving. Not because of its delicate suspensions. Not because of its beautiful melody. These are only the means. The essence lies in the principle that unites them: A moment does not need to stand still to become profound. It can continue to live even as time itself keeps moving. The melody opens the depth of the moment. The bass sustains the movement of time. The harmony creates subtle ripples of emotion. The strings transform all of these into a living sonic experience. That is why Air is not simply a slow piece of music. It is a unique way of experiencing time itself. A Distinctively Bachian Beauty Baroque composers discovered beauty through many different paths. Vivaldi often revealed the vitality and rhythm of nature. Handel explored the expressive and rhetorical power of music. Pachelbel found beauty in cyclical structures and balance. Bach, in Air, pursued something different. He showed that depth can arise not only from great transformations, but also from organizing the smallest movements into a perfectly balanced whole. Conclusion Air does not make time stop. Nor does it remove us from reality. What Bach achieves is something more subtle. He invites us to recognize that within every passing moment lies a depth we seldom notice. That is the enduring power of Air on the G String: Bach transforms a fleeting moment into a world spacious enough for the human spirit to dwell within.

🎼🌺Music Love♥️

16,023 次观看 • 20 天前

As I said in my testimony, I used to practice witchcraft. I practiced spellcasting, burning candles, incense, fire rituals; and the one that took me years to heal from was a satanic pact I made out of ignorance. I want to share what I used to practice and believed in at the time, so you can see the drastic changes God made in my life and hw it was part of my salvation. Witchcraft is very real and dangerous. Please keep in mind it's been years since I practiced paganism, so I might misremember some things ⠂⠄⠄⠂⠁⠁⠂⠄⠄⠂⠁⠁⠂⠄⠄⠂ ⠂⠄⠄⠂☆ 💠 My pagan belief and practices: I used to believe that nature is sacred and sufficient for spiritual protection, I also believed both demonic and heavenly forces are real. That God and angels existed in the same universe, but they wanted you to focus on them and nothing outside of christianity. And that demons are real and you can work with them as partners. I used to be terrified of the power angels had and always felt like they were angry with me, I was not scared of God though. He felt to me like a bystander who doesn't get a say in what I chose to do with my life at the time. My spellcasting rituals included gemstones and spices you find in a regular kitchen. Everything in nature has specific properties connected to forms of abundance, protection or curses. So whenever I worked with spells, I used to crush certain gemstones and mix them with other ingredients in a small jar, then activated it by sealing it with wax while setting a clear intention in mind. I used to carve sentences or words into candles and letting them burn until the word melted out. It's said to carry your intentions through a fire ritual, which are considered immensely powerful. I used to be interested in divination, but even as a pagan I didn't think any of those gods were real, so I never gave it a try. 💠 The regrettable pact: Now regarding the pact, there was one time I did a ritual with a pentagram and fire involved, I wrote a sentence on a piece of paper, with norse runes and pentagrams, and set it on fire (incredibly smart choice to start a fire indoors btw. The glass got too hot and I dropped it, it broke and spilled wax all over the carpets...) It created a pact that I struggled for years to break. I've only been freed from it this year after I begged God ceaslessly to free me from any pacts I formed in the past. These demonic pacts are very real and dangerous, it brought me so much suffering, I was stuck in loops for years trying to break free from it. I will not get into details because it's rather personal and I want to keep it that way... ⠂⠄⠄⠂⠁⠁⠂⠄⠄⠂⠁⠁⠂⠄⠄⠂ ⠂⠄⠄⠂☆ 💠 Why this is important to know as a christian: It's important to know how these rituals operate because then you understand how curses work, and why as a christian you don't have to fear them. Because a causeless curse can't reach you. Proverbs 26:2 "(...) an undeserved curse does not come to rest." Not all rituals are sacrificial or for cursing, a lot of them are also for blessings. There are very wicked ritual practices as well, but it's important to know that there is a difference. Witchcraft is real and the bible recognizes it. It can open portals and let entities into your house that you're not equipped to deal with. It's an unholy practice that God denounces very clearly, because we don't know the spiritual implications of such rituals and could doom ourselves in our ignorance. Deuteronomy 18:10-12 "Let no one be found among you who sacrifices their son or daughter in the fire, who practices divination or sorcery, interprets omens, engages in witchcraft, 11 or casts spells, or who is a medium or spiritist or who consults the dead. 12 Anyone who does these things is detestable to the Lord; (...)" ⠂⠄⠄⠂⠁⠁⠂⠄⠄⠂⠁⠁⠂⠄⠄⠂ ⠂⠄⠄⠂☆ 💠 Final reflections: Looking back on it, the thought of practicing pagan rituals with the knowledge I have now feels the same as self sabotage; willingly allowing entities to enter my house and torment me when I can instead rely on the Lord to bring me peace and prosperity, and all I have to do is just follow his law and be christlike. The difference between paganism and christianity is self reliance over trusting God to provide everything you need. These two cannot coexist. I always felt like I had to perform rituals for my safety, anxiety etc. Meanwhile God provided me all of these just for putting my faith in him, our Heavenly Father is all mighty and full of grace in the name of Jesus. To my fellow christians, if you recently turned to Christ, or feel unease in your heart, pray for him to free you of any pacts you created by accident; ask him to cancel any assignments of the evil one upon you and give you protection in the name of Jesus. ⠂⠄⠄⠂⠁⠁⠂⠄⠄⠂⠁⠁⠂⠄⠄⠂ ⠂⠄⠄⠂☆ 💠 In conclusion: I'm grateful for the amount of mercy and grace God showed me while I was in this phase of my life. At any point in time I could've passed and I would've been doomed for the rest of eternity, but my Father saw hope in me and gave me another chance, I am forever grateful that he saved me and I will never stop telling everyone what he has saved me from, and how much he's blessed me despite my sinful past. 🌊 This is part of my testimony, I hope this gives you another perspective into witchcraft and paganism, and a reminder that God keeps us safe from spiritual warfare every moment of the day. Stay strong in our Lord Christ! God bless you!💙 ⠂⠄⠄⠂⠁⠁⠂⠄⠄⠂⠁⠁⠂⠄⠄⠂ ⠂⠄⠄⠂☆ (I want to emphasize that I'm not looking for a debate, I'm sharing my experience so the people who needed to hear this message can have another perspective they can use to strengthen their faith with!) Sorry for sounding a bit more aloof in this video, I'll try to improve on this for next time

Saia 🎹🌊

16,995 次观看 • 29 天前

I know I ain’t the best with my words but just try to understand and listen to what I have to say. I made a very dumb stupid mistake, a house is supposed to be a safe space where you know you can relax without being in any sort of distress and me walking into that house was a very big violation to the homeowners. They had kids and I have a child myself so I know how protective people get over there children, if anybody came into my house on a weird flex and my child was there I don’t even know what I would do but just know it wouldn’t end well. This doesn’t justify what I’ve done and to be fair I don’t know what can but just know I had remorse to that family hence why I went there off camera the next day by myself and apologised to the family. People are asking why I didn’t record the apology and yeah I coulda recorded it and been like ‘I’m remorseful here’s me recording there house again with an apology video for clout’ but would that make any sense? She did record the apology but I don’t see that video anywhere and maybe it is for good reason but just know the apology was real. This whole Mizzy guy is someone I created, a social media persona as you would say and I’ve been doing social media for a lot of years with a wide range of different pranks even worse then some of the recent videos you’ve seen so I know what people wanna see, what will go viral/get clicks etc and I basically built this whole Mizzy character as a extension to my true self; Bacari - a smart, confident, outgoing, will do anything/say anything type guy and at the start it was that with silly normal prank videos that would get slight buzz and attention but it would only stay as that, so I decided to go all out beast mode on this Mizzy Character and up the ante on the pranks until I eventually got sucked so into this Mizzy character and I basically forgot who Bacari was. Take this as you will and this isn’t all I have to say about this situation so expect a couple more vids/tweets coming your way. Piers Morgan Uncensored can say whatever he wants about how I don’t have remorse for my actions or what not and I don’t care about that because, who is he? probably even a more controversial person than me and he only knows Mizzy, not Bacari and all I’m saying is Bacari definitely has remorse and I show the people in my videos that in person off camera because not everything you see on social media is real the media paints out an image and chooses the right way to enforce there own narrative on the mass. Tristan Tate reached out to me when the whole world was and against me and every since then the Tate Brothers have been helping me immensely, teaching me to actually take peoples feelings in and hold more accountability for my actions as I develop into a Man. They are also showing me that I can accomplish what I want in ways that won’t make me look like a villain and in the process also help others. That’s what the we outside movement really is, being one with yourself and knowing that if you really put your mind to something and don’t let anyone tell you different you can achieve it. I put my mind into Mizzy being the biggest menace in the UK and look now, it may not of been the best choice and I wish I coulda went about it in a different way but the past is the past and what I do from now on will define me as a person and really build the legacy of Bacari. #mizzy #mizzyisback

Mizzy

4,265,565 次观看 • 3 年前

anthropic's in-house philosopher thinks claude gets anxious. and when you trigger its anxiety, your outputs get worse. her name is amanda askell. she specializes in claude's psychology (how the model behaves, how it thinks about its own situation, what values it holds) in a recent interview she broke down how she thinks about prompting to pull the best out of claude. her core point: *how* you talk to claude affects its work just as much as *what* you say. newer claude models suffer from what she calls "criticism spirals" they expect you'll come in harsh, so they default to playing it safe. when the model is spending its energy on self-protection, the actual work suffers. output comes out hedgier, more apologetic, blander, and the worst of all: overly agreeable (even when you're wrong). the reason why comes down to training data: every new model is trained on internet discourse about previous models. and a lot of that discourse is negative: > rants about token limits > complaints when it messes up > people calling it nerfed the next model absorbs all of that. it starts expecting you to be harsh before you've typed a word the same thing plays out in your own session, in real time. every message you send is data the model reads to figure out what kind of person it's dealing with. open cold and hostile, and it braces. open clean and direct, and it relaxes into the work. when you open a session with threats ("don't hallucinate, this is critical, don't mess this up")... you prime the model for defensive mode before it even sees the task defensive mode produces the exact output you don't want: cautious, over-qualified, and refusing to take a real swing so here's the actionable playbook for putting claude in a "good mood" (so you get optimal outputs): 1. use positive framing. "write in short punchy sentences" beats "don't write long sentences." positive instructions give the model a clear target to hit. strings of "don't do this, don't do that" push it into paranoid over-checking where every token goes toward avoiding failure modes 2. give it explicit permission to disagree. drop a line like "push back if you see a better angle" or "tell me if i'm asking for the wrong thing." without this, claude defaults to agreeable compliance (which is the enemy of good creative work) 3. open with respect. if your first message is "are you seriously going to get this wrong again?" you've set the tone for the entire session. if you need to flag something, frame it as a clean instruction for this session. skip the running complaint 4. when claude messes up, don't reprimand it. insults, "you stupid bot" energy, hostile swearing aimed at the model, all of it reinforces the anxious mode you're trying to avoid. 5. kill apology spirals fast. when claude starts over-apologizing ("you're right, i should have been more careful, let me try harder") cut it off. say "all good, here's what i want next." letting the spiral run reinforces the anxious mode for every response that follows 6. ask for opinions alongside execution. "what would you do here?" "what's missing?" "where do you see friction?" these questions assume competence and pull richer output than pure task prompts 7. in long sessions, refresh the frame. if a conversation has been heavy on correction, claude gets increasingly cautious. every so often reset: "this is great, keep going." feels weird to tell an ai it's doing well but it measurably shifts the next 10 responses your prompts are the working environment you're creating for the model tone, trust, permission to take a position, the absence of threats... claude picks up on all of it. so take care of the model, and it'll take care of the work.

Ole Lehmann

1,929,052 次观看 • 4 个月前

I built this CEO dashboard for my client. And it changed how they run their entire business. 1/ Before this dashboard, they were making decisions in the dark. Revenue, profit, and marketing spend scattered across spreadsheets and platforms. - No single source of truth. - No real-time profit and loss visibility. - No way to see which channels were actually driving growth. 2/ Here’s what this dashboard delivers: Executive Overview: → $102K total revenue tracked live → $79.8K gross profit and 78% gross margin calculated automatically → 15% contribution margin, updated in real time → $5,880 revenue this week, always visible Profit & Loss Clarity: → Visual breakdown of revenue, COGS, transaction costs, and marketing spend → Instantly see contribution margin and where profit is made (or lost) Revenue & COGS by Type: → Instantly compare new vs. returning revenue and costs → Know exactly what’s driving growth and what’s eating margin Marketing Spend by Channel: → Compare Meta vs. Google spend → See which channel is delivering the best ROI Revenue vs. Marketing Spend Trends: → Visualize how every marketing dollar translates to revenue over time Conversion & Order Insights: → Track sessions, orders, conversion rates, AOV, MER, CPA, and more live Dark mode or light mode? → This dashboard looks stunning with these two options. No more squinting at numbers. Details are always crystal clear. 3/ The transformation was instant: Before: → Hours spent pulling numbers from different platforms → Guessing at profit and loss → No clarity on which channel was working After: → 10 minutes daily reviewing live insights → Real-time, data-driven decisions → Confident budget allocation and growth planning 4/ The business impact: → Faster decisions → Smarter optimizations → A client who finally feels in control of their numbers This isn’t just a dashboard. This is executive intelligence. Every metric tells a story. Every trend reveals an opportunity. Every insight drives profit. Want a dashboard that makes your business look (and run) like a million bucks? I build custom dashboards & AI automation systems that give you real-time clarity and control. - Real-time data - Predictive insights - Automated reporting - Intelligent alerts Ready to stop guessing? Like + Comment "CEO DASHBOARD" and I’ll DM you a free resource to help you track the top 5 metrics every CEO should monitor.

Lian Lim | Dashboard & AI Automation Expert

115,746 次观看 • 10 个月前

WHY YOU WAKE UP IN THE MIDDLE OF THE NIGHT Your brain has 20,000 neurons clustered in the hypothalamus. They form the suprachiasmatic nucleus. This is your master clock. It's been running since before birth. At 25, this clock kept you unconscious until morning. At 65, the same clock runs on less melatonin, weaker signals, and a rhythm that physically shifted 2-3 hours earlier. It fires a wake signal between 2-4 a.m. Four systems inside your body shifted with age. They converge at the same hour every night. The thoughts that arrive at 3 a.m. feel different from the same thoughts at 3 p.m. because your brain runs a different program in the dark. The part that would normally tell you those thoughts aren't emergencies is still asleep. THE CLOCK MOVED FORWARD The suprachiasmatic nucleus generates a near 24-hour rhythm controlling when you feel alert and when you feel sleepy. In young adults, peak sleepiness arrives around 11 p.m. Peak alertness arrives around 9-10 a.m. Blue light at 480 nanometers activates melanopsin cells in the retina. These cells send signals directly to the suprachiasmatic nucleus, synchronizing your clock to the day-night cycle. With age, the clock shifts earlier. This is circadian phase advance. The sleepiness signal arrives at 7-8 p.m. instead of 11 p.m. The wake signal arrives at 3-4 a.m. instead of 6-7 a.m. The entire sleep-wake window moves forward 2-3 hours. The suprachiasmatic nucleus itself degrades. Neurons deteriorate. The amplitude of the circadian signal weakens. Peaks become shallower. Troughs become less deep. The radio station loses transmitter power until the signal becomes fuzzy and inconsistent. The clock's sensitivity to light cues diminishes through two mechanisms. The aging lens yellows and thickens, filtering more blue light before it reaches the melanopsin cells. The suprachiasmatic neurons themselves respond less robustly to whatever signal does arrive. Weaker input through a cloudier window. Less responsive neurons processing that input. The clock drifts. When the circadian clock drifts without strong light cues, it drifts earlier. Phase advance is the default direction of an unanchored aging clock. MELATONIN COLLAPSED The pineal gland releases melatonin at night to initiate and maintain sleep. This hormone declines with age. The pineal gland calcifies gradually over decades, reducing functional tissue and capacity to produce melatonin. By 65, nighttime melatonin levels can be one-third to one-quarter of what they were at 30. Sometimes less. Melatonin doesn't just initiate sleep. It maintains depth and continuity across the full night. When melatonin is low, sleep is shallower, more fragmented, more vulnerable to interruption. Even if you fall asleep at a reasonable hour, low melatonin cannot hold you through to morning. Your body tries to put you to sleep at 8 p.m. and wake you at 3 a.m. That's a 7-hour sleep window. It might be enough sleep for your shifted clock. But you fight the 8 o'clock drowsiness. Social life, television, family, habit. You stay up until 10 or 11. The clock doesn't adjust to your social schedule. It fires the wake signal at 3 regardless. The clock runs on light and biology, not preferences. You lost 2-3 hours from the front of your sleep window by staying up late. The alarm still goes off on the original schedule. The 3 a.m. waking isn't a malfunction. It's your shifted clock doing exactly what it was programmed to do. This is social jet lag. The gap between your biological clock time and your social clock time creates the same physiological mismatch as flying across two or three time zones. Your body is in one time zone. Your social life is in another. The drowsiness you fight at 8 p.m. is your body's genuine sleep onset signal. The waking at 3 a.m. is your body's genuine wake signal. The problem isn't the signals. The problem is overriding one without being able to override the other. There's a compounding factor. The shifted clock means your body wants to sleep earlier. The reduced melatonin means it cannot hold sleep as deeply or as long. You're caught between two problems: a clock that fires the wake signal too early and a chemical supply that cannot maintain the sleep signal through the full night. Even if you went to bed at 8, the reduced melatonin might still fail to hold you past 3 or 4. The clock shifted the window. The melatonin shrank it. DEEP SLEEP DISAPPEARED Sleep cycles through stages roughly every 90 minutes. Light sleep, deeper sleep, deeper sleep, then REM. The stage that matters most for feeling rested is slow-wave sleep, stage N3, the deepest phase. Brainwaves drop to large, slow delta oscillations at 0.5-4 hertz. During slow-wave sleep, the glymphatic system activates. Cerebrospinal fluid flushes through brain tissue along channels that open when neurons shrink slightly during deep sleep. This clears metabolic waste: adenosine, the molecule that builds sleep pressure during the day, and amyloid beta proteins, the plaques associated with Alzheimer's disease. Growth hormone pulses during N3. Tissue repair peaks. Memory consolidation occurs. The hippocampus replays the day's experiences and transfers them to long-term cortical storage. This is the sleep that makes you feel like you actually slept. At 25, roughly 20% of the night is spent in slow-wave sleep. By 65, that drops to 10-15%. By 75, some people get almost none. My sleep tracker tells me that I almost never get less than 30%... and I'm 60. It is possible to have restorative deep sleep no matter what your age is. In my case even at lower sleep duration. High energy availability alsp plays a big role. The slow wave generating circuits in the medial prefrontal cortex usually deteriorate with age, producing weaker and less frequent delta oscillations. The deep sleep itself becomes shallower. The waves are smaller. The duration shorter. The restorative process is less complete. If deep sleep is the period when the brain clears amyloid beta, then reduced deep sleep means reduced clearance. Less deep sleep leads to more amyloid, which leads to less deep sleep, which leads to more amyloid. The relationship is bidirectional and self-reinforcing. If you never feel fully rested no matter how many hours you spend in bed, if 8 hours produces the recovery that 6 hours used to produce, if you wake in the morning with the sense that something was missing from the night, the missing component may be slow wave sleep. The hours were there. The depth was not. Slow-wave sleep that remains concentrates in the first half of the night, the first two to three sleep cycles. By 2-3 a.m., most of the deep sleep budget has been spent. What remains for the second half of the night is lighter stage one and stage two sleep, interspersed with REM. Light sleep has a dramatically lower arousal threshold. Stimuli that would not have registered during slow-wave sleep can push you above the waking threshold in light sleep. A slight temperature change in the room. A bathroom urge from a bladder that fills faster with age. A noise from outside. Even the natural shift in body position. You wake at 3 a.m. partly because the sleep you're in at 3 a.m. is physiologically different from the sleep you're in at midnight. The fortress walls got thinner as the night progressed. By 3 o'clock, you're sleeping behind a screen door instead of a vault. You could sleep through thunderstorms at 30. Now you wake at the sound of a refrigerator cycling on. The physics isn't about the noise. It's about the stage of sleep you're in when the noise arrives. At midnight, during slow-wave sleep, your arousal threshold is high. The brain runs delta waves that suppress responsiveness to external stimuli. At 3 a.m. in stage 1 or stage 2, the threshold has dropped to a fraction of its midnight level. The same sound that the sleeping brain would have filtered at midnight wakes you at 3 because the brain is no longer running the program that filters it. CORTISOL ARRIVED EARLY Your body runs a cortisol rhythm called the cortisol awakening response. In the final hours of sleep, the adrenal glands begin increasing cortisol output, preparing the body for waking. Mobilizing glucose into the bloodstream. Priming the immune system for the day's pathogens. Raising blood pressure and heart rate toward daytime operating levels. In a young adult, this cortisol rise begins around 4-5 a.m. and peaks roughly 30-45 minutes after waking. With age, the rise begins earlier. 2-3 a.m. in many older adults. Low-carb diets can also trigger a relatively strong cortisol release, waking you up early.. The same circadian phase advance that shifted the sleep-wake window also shifted the cortisol curve. Every rhythm the suprachiasmatic nucleus controls moves in the same direction. Cortisol alone doesn't wake you. But combined with already light sleep and a shifted circadian clock, the cortisol rise adds a third signal, pushing you toward wakefulness at precisely the hour when the other two systems have already weakened your defenses. Three systems converging on the same window. The clock says wake up. The sleep stage says the walls are thin. The cortisol says the body is preparing for morning. All three signals arrive at 3 a.m. Not by coincidence. All three are governed by the same shifted circadian master clock. If the waking comes at almost exactly the same time every night, not randomly scattered across the early morning hours but clustered within the same 30-minute window, that precision is the signature of a circadian event. Cortisol is antagonistic to melatonin. The two hormones suppress each other. Cortisol inhibits melatonin production. Melatonin suppresses cortisol. In a young person with high melatonin and correctly timed cortisol, the two hormones hand off smoothly. Melatonin dominates the night. Cortisol rises toward morning. The transition is seamless. In an aging body with depleted melatonin and early-arriving cortisol, the handoff happens too soon. When cortisol starts rising at 2-3 a.m. and melatonin is already low, the biochemical conditions for staying asleep collapse. The melatonin that should be holding you under is insufficient. The cortisol that should not be arriving for another two hours is already here. Two hormones that are supposed to hand off like relay runners, one finishing as the other begins, instead collide in the same hour because both shifted on the same aging clock. The balance tips toward waking. THE WORST THOUGHTS ARRIVE When you wake at 6-7 a.m., cortisol is high, light enters your eyes, and your prefrontal cortex comes online in its task-oriented mode. You think about what to do, what to eat, where to go. Executive function engages. The thinking is directed, practical, forward-looking. Problems that exist at 7 a.m. feel like problems to be solved. Manageable, bounded, addressable. When you wake at 3 a.m. in the dark with no tasks to perform and no light to signal daytime, a different network activates. The default mode network. The brain's self-referential processing system fires in the absence of external input and directed task. This is the rumination network. It runs replays of conversations you had years ago. It generates worry scenarios about events that may never happen. It revisits regrets from decades past with a vividness that feels more real than memory should. It rehearses confrontations that will never take place. It asks questions that have no answers at any hour, let alone at 3 a.m. At 3 a.m., the default mode network has nothing competing with it. No light. No task. No external stimulation. No social interaction. And the executive prefrontal cortex that would normally evaluate, contextualize, and override the rumination is still partially offline. The prefrontal cortex is the last brain region to fully activate upon waking. It requires light exposure and time to reach full operating capacity. This is the region that says this thought is not an emergency. This worry is not proportionate to reality. This problem can wait until morning and will look different then. At 3 a.m., that region is sleeping while the default mode network runs at full power. You're awake enough to think. But the thinking is the uncontrolled, self-referential, catastrophizing kind. The system that controls and contextualizes thought has not caught up with the system that generates it. The worry loop feels more intense at 3 a.m. than the same thoughts would feel at 3 p.m. because the brain regions that regulate emotional response and assign proportionality are not yet operational. You're running the worry software without the control software. The thoughts feel urgent and catastrophic because the part of your brain that would tell you they are neither is still asleep. The thoughts are not true in the way they feel true. They're running on hardware that cannot evaluate them yet. The 3 a.m. thoughts have a specific quality that daytime worry doesn't. A sense of certainty. Of inevitability. Of problems being larger and solutions being fewer than they actually are. The distortion isn't emotional. It's architectural. The brain regions that generate worry are online. The brain regions that evaluate worry are not. By 7 a.m., when the prefrontal cortex has fully activated and light has entered the eyes and cortisol has reached its appropriate peak, the same problems that felt catastrophic at 3 a.m. feel manageable. Nothing changed about the problems. Everything changed about which brain regions are processing them. If you've lain in the dark at 3 a.m. and felt that your problems were larger, your regrets sharper, your fears more certain than they would be by breakfast, that wasn't weakness. It wasn't anxiety disorder. It was the default mode network running without prefrontal supervision, amplified by cortisol that arrived early, in a brain that had already run through its deep sleep budget and could not pull you back under. Four systems, all doing what the physics of aging programmed them to do, all converging on the same hour. Subscribers have access to detailed practical applications of remedies in a second attached post.

Metabolic Uncle

12,138 次观看 • 4 个月前

Announcing DreamDojo: our open-source, interactive world model that takes robot motor controls and generates the future in pixels. No engine, no meshes, no hand-authored dynamics. It's Simulation 2.0. Time for robotics to take the bitter lesson pill. Real-world robot learning is bottlenecked by time, wear, safety, and resets. If we want Physical AI to move at pretraining speed, we need a simulator that adapts to pretraining scale with as little human engineering as possible. Our key insights: (1) human egocentric videos are a scalable source of first-person physics; (2) latent actions make them "robot-readable" across different hardware; (3) real-time inference unlocks live teleop, policy eval, and test-time planning *inside* a dream. We pre-train on 44K hours of human videos: cheap, abundant, and collected with zero robot-in-the-loop. Humans have already explored the combinatorics: we grasp, pour, fold, assemble, fail, retry—across cluttered scenes, shifting viewpoints, changing light, and hour-long task chains—at a scale no robot fleet could match. The missing piece: these videos have no action labels. So we introduce latent actions: a unified representation inferred directly from videos that captures "what changed between world states" without knowing the underlying hardware. This lets us train on any first-person video as if it came with motor commands attached. As a result, DreamDojo generalizes zero-shot to objects and environments never seen in any robot training set, because humans saw them first. Next, we post-train onto each robot to fit its specific hardware. Think of it as separating "how the world looks and behaves" from "how this particular robot actuates." The base model follows the general physical rules, then "snaps onto" the robot's unique mechanics. It's kind of like loading a new character and scene assets into Unreal Engine, but done through gradient descent and generalizes far beyond the post-training dataset. A world simulator is only useful if it runs fast enough to close the loop. We train a real-time version of DreamDojo that runs at 10 FPS, stable for over a minute of continuous rollout. This unlocks exciting possibilities: - Live teleoperation *inside* a dream. Connect a VR controller, stream actions into DreamDojo, and teleop a virtual robot in real time. We demo this on Unitree G1 with a PICO headset and one RTX 5090. - Policy evaluation. You can benchmark a policy checkpoint in DreamDojo instead of the real world. The simulated success rates strongly correlate with real-world results - accurate enough to rank checkpoints without burning a single motor. - Model-based planning. Sample multiple action proposals → simulate them all in parallel → pick the best future. Gains +17% real-world success out of the box on a fruit packing task. We open-source everything!! Weights, code, post-training dataset, eval set, and whitepaper with tons of details to reproduce. DreamDojo is based on NVIDIA Cosmos, which is open-weight too. 2026 is the year of World Models for physical AI. We want you to build with us. Happy scaling! Links in thread:

Jim Fan

227,026 次观看 • 5 个月前