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C = εr ε0 (A/d) This demo shows capacitive coupling using water as a variable dielectric (εᵣ ≈ 80). The human body completes the circuit by touching the water, acting as the second conductor with its capacitance to ground. Hand/finger movement changes the effective area A and distance d,...

47,549 views • 4 months ago •via X (Twitter)

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In the first video, people in Donetsk are seen greeting a water tanker. In the second video, during the rain, people try to collect at least a drop of water because the water pipeline from the Siverskyi Donets was destroyed by the Russians. When Donetsk was not occupied by Russia, the city hosted the European Football Championship, as well as concerts by Rihanna and Beyoncé. Now, there is no more running water in the city. According to the schedule, water only appears in taps once every three days, and even then it doesn’t reach every household, so water has to be delivered by tankers, with long queues forming for it. People use plastic bags as toilets, and this filth spreads everywhere. This is happening not only in Donetsk - water is supplied once every two days in a number of other cities, including Mariupol. This is how Russia 'liberated' Donbas. Why is this happening? In the past three and a half years - since Russia launched its full-scale invasion of Ukraine in February 2022 - reservoirs in Donetsk Oblast have significantly dried up. The water supply system from the Siverskyi Donets River was destroyed. The region’s reservoirs and underground water sources are not enough to meet the needs of the population, in part due to the extensive network of coal mines. When the self-proclaimed “DPR” and “LPR” were created in 2014, Ukraine did not cut off this water channel, as it was still supplying water to Mariupol, which remained under Ukrainian control. But at the start of the Russian invasion in February 2022, the situation changed: the Russian army, during its offensive, destroyed a unique hydraulic structure that had supplied the region’s largest cities with water. The Russian authorities decided to build a new canal - the Don–Donbas canal - which was supposed to begin in the Rostov-on-Don area. It soon became clear that the new water pipeline, first of all, could not provide the region with the necessary amount of water, and second, it was built with numerous violations, with a large portion of the budget embezzled during construction. Crimea is also suffering from a water shortage, and the situation is worsening. One of the reasons why Russia is striving to seize southern Ukraine is that it sees this as a way to "solve the water issue" for the occupied territories.

Anton Gerashchenko

476,786 views • 1 year ago

Effective at 8 a.m. today, Wednesday, June 5, 2024, Jefferson County Sheriff Reggie Marinelli, in conjunction with the Golden Police Department, will limit waterway activities on Clear Creek. These temporary restrictions extend from the western boundary of unincorporated Jefferson County through the eastern limits of the City of Golden, including Vanover Park. Water activities prohibited by the order include all single-chambered air inflated devices such as belly boats, inner tubes and single chambered rafts, as well as body surfing and swimming. Kayaks, whitewater canoes and multi-chambered professionally guided rafts, and river boards are exempt but are encouraged to observe extreme caution due to the safety concerns surrounding swift moving water and floating debris. All of the above authorized users and occupants must have the use of a Type I, Type III, or Type V Coast Guard-approved flotation vests and helmets designed for water use. The reasoning for this decision is as follows: • Clear Creek is a known Type IV water area, which increases public risk due to water temperature, blasted rock, undercut rocks, potential strainers, and other safety considerations. • Water height and flows are expected to rise as the heavy snowpack continues to melt in the coming days. Violators may be issued a summons for a class 2 petty offense, punishable by a fine of up to $100. These restrictions will be strictly enforced in an effort to minimize the risk to those using the waterway. These temporary water restrictions will remain in effect until water levels decrease.

Jeffco Sheriff

16,836 views • 2 years ago

IS THIS AN UNBOXING OF A HUMANOID OR A BACKSTAGE PRANK? Guy in a black hoodie unzips a transparent garment bag. Inside sits a girl in a corset dress with dropped sleeves, dark bob, tattoos on her chest reading "Dangerously Beautiful". He starts inspecting her face - touching her lips, cheeks, chin, and neck like a technician running a hardware check. She stays completely still. Doesn't blink. Doesn't move a muscle. Real or fake? Watch first, decide, then read. - Case for AI / silicone humanoid The garment bag setup mirrors the protective shipping covers used for high-end synthetic units during transport. When his fingers press into her cheeks and lips, her facial expression shows zero sensory reaction - no involuntary eye twitch, no swallowing, no shift in posture. The dark corset styling matches the cyberpunk aesthetic tech companies use to demo companion droids. - Case for a real person Look at the background walls. Exposed concrete blocks and overhead pipes point to a fashion shoot dressing room rather than a robotics testing lab. The lacing on the corset restricts chest expansion, which helps her conceal normal breathing movements. Her skin shows natural elasticity and subtle color shifts under direct lighting. - The answer is in the last two seconds He places a hand on her neck, and she makes a playful choking sound. That instant break into humor ruins the illusion. A genuine humanoid unit in 2026 might execute a programmed response, but an ironic choke joke is a uniquely human reflex to break tension. She's real. - Which is actually the interesting part Treating a living human as a packaged product unboxed for an inspection flips the standard uncanny valley dynamic. You aren't watching a machine try to pass as human - you're watching a person present herself as inventory. The deadpan stillness forces your brain into a detection loop, searching for microscopic proof of life. - What this signals for the content lane Unboxing human models is becoming the new viral formula for fashion and beauty BTS content. It replaces standard modeling clips with an interactive perception game. Expect more creators using zip covers, plastic wraps, and diagnostic checks to boost rewatch rates and drive comment section debates.

capONE 💎

4,755,167 views • 1 month ago

[Discrete Fourier Transform] by Hand ✍️ In signal processing, the Discrete Fourier Transform (DFT) is no doubt the most important method. But the math involved is extremely complex, literally, involving a summation over a complex number term e^(-iwt). I developed this exercise to demonstrate that underneath such complexity, DFT is just a series of matrix multiplications you can calculate by hand. ✍️ Once you see that, it should not surprise you that a deep neural network, which is also a series of matrix multiplications, with activation functions in-between, can learn to perform DFT to process and analyze signals so effectively. How does DFT work? [1] Given ↳ Signals A, B, and C in the 🟧 frequency domain: ◦ A = cos(w) + 2cos(2w) ◦ B = cos(w) + cos(3w) + cos(4w) ◦ C = -cos(2w) + cos(3w) ◦ Each signal is a weighed sum of four cosine waves at frequencies 1w, 2w, 3w, and 4w. ◦ We will apply Inverse DFT to convert the signals to time domain representations, and then demonstrate DFT can convert back to their original frequency domain representations. ↳ Signal X in the 🟩 time domain. X is sampled at 10 time points 1t, 2t, …, 10t: ◦ X = [-2.5, -1.8, 3, -0.7, -1.0, -0.7, 3, -1.8, -2.5, 5] ◦ Suppose X is also a weighted sum of the same four cosine waves, but we don’t already know their weights. We will apply DFT to discover them. [2] 🟧 Frequency Matrix (F) ↳ Write the coefficients of A, B, C as a matrix F. Each signal is a row. Each frequency is a column. ↳ A → [1, 2, 0, 0] ↳ B → [1, 0, 1, 1] ↳ C → [0, 1-, 1, 0] [3] Cosine → Discrete ↳ Sample from the continuous cosine waves at discrete time points 1t, 2t, 3t, to 10t. [4] Cosine Matrix (W) ↳ Write the samples as a matrix, Each frequency is a row. Each time point is a column. [5] Inverse DFT: 🟧 Frequency → 🟩 Time ↳ Multiply the frequency matrix F and the cosine matrix W. ↳ The meaning of this multiplication is to linearly combine the four cosine waves (rows in W) into time-domain signals (rows in T) using the weights specified in F. ↳ The result is matrix T, which are signals A, B, C converted to the time domain. Each signal is a row. Each time point is a column. [6] Transpose ↳ Transpose T, converting each signal’s time domain representation from a row to a column. [7] DFT: 🟩 Time → 🟧 Frequency ↳ Multiply the cosine matrix W with the transpose of matrix T. ↳ The purpose of this multiplication is to take a dot-product between each time-domain signal (columns in the transpose of T) and each cosine wave (rows in W), which has the effect of projecting the signal onto a cosine wave to determine how much they are correlated. Zero means not correlated at all. ↳ The result is an intermediate version of the “recovered” frequency matrix where each column corresponds to a signal and each row corresponds to a frequency. ↳ Compared to the original frequency matrix F, this intermediate matrix has non-zero weights in the correct places, but scaled up by a factor of 5 (n/2, n=10). For example, signal A, originally [1,2,0,0], is recovered at [5,10,0,0]. [8] Scale ↳ Multiply each value by 2/n = 1/5 to scale down the intermediate matrix to match the magnitude of the original frequency matrix F. [9] Transpose ↳ Transpose the recovered frequency matrix back to the same orientation of the original frequency matrix F. ↳ Like magic 🪄, the result is identical to the original F, which means DFT successfully recovered the frequency components of signals A, B, C. [10] Apply DFT to X: 🟩 Time → 🟧 Frequency ↳ Now that we have some confidence in DFT’s ability to recover frequency components, we apply DFT to X’s time-domain representation by multiplying W with X. ↳ The result is the an intermediate matrix. [11] Scale ↳ Similarly, we scale down by a factor of 5 to obtain the recovered frequency components of X (a column). [12] Transpose ↳ Similarly, we transpose the recovered column to row to match the orientation of the frequency matrix. ↳ Using the coefficients [0,0,3,2], we can write the equation of X as 3cos(3w) + 2cos(4w). Notes: I hope this by hand exercise helps you understand the essence of DFT. But there is more technical details, such as: • Sine: The complete DFT math also includes sine waves that follow a similar calculation process. • Phase: Here, we assume all the cosine waves are aligned at the origin, namely, phase is 0. If a phase p is added, for example, cos(w+p), we will need to calculate the sine component and use their ratio to figure out what p is. • Magnitude: If phase is not zero, the magnitude will need to be calculated by combining both cosine and sine terms.

Tom Yeh

116,622 views • 2 years ago

Here's an excellent video from Florian (follow) that shows charged water on the left and neutral water in the right. This is a visual confirmation of two known effects; Electrostatic induction and dielectric relaxation time. Electrostatic induction is like when a hair-rubbed balloon sticks to the wall, despite the wall being neutral; the balloon causes charges in the wall to polarize so the wall side near the balloon turns negative and the other side of the wall is positive. That's electrostatic induction and that's why you have raindrops that stick to a car window for hours of wind and gravity, rain has a small negative charge. Wouldn't work with tap water. Now, if you remove the balloon, the wall doesn't return to a neutral state immediately. It'd happen quickly if we had a balloon on the other side of the wall, but by itself this can take seconds, minutes, hours or even days, depending on the material and thickness. Glass is quite slow, and you can see the electric forces holding each other will hold off gravity for some time; and that the water greatly prefers not to be broken off, water is like an uncountable number of those walls in series, and they all cling to each other in proportion to how many balloons we have, ie how many excess electrons we have. Furthermore, when the water is extremely charged, it will not even leave the thin remnant layer of water that trails behind, as the cohesive internal forces outweigh those by induced to outside neutral surfaces.

N'Golo⚡Wizard.Talk

24,264 views • 3 months ago

THE FOUR HORSEMEN STORY DOESN’T MAKE SENSE!!!🚨🚨🚨 Thread🧵 Notice : this is pure speculation and nothing about this is factual information. All the information provided is fully based on what we see/saw on the internet. Please RT for awareness. First of all i would just like to say that A-Reece has no reason not to answer his phone for a whole month especially from a guy that he worked with before and has a good working relationship with. Something just doesnt feel right. Get your popcorn🍿 1. This first started when Nasty C leaked or hinted on being on the same song as A-Reece. Note that Nasty C specifically mentioned that Stogie T asked him to do a hook for him and says he will work on the verse in the meantime, meaning that he was initially asked to do both a hook and a verse. Also note that the Date of this interview is back in may meaning that the song had been in the making for awhile. BET! 2. Stogie T finally talks about the after it comes out on a radio show. He clearly states that he sent them both the beat and with Nasty C he talks about a hook and with A-Reece he is clearly referring to a verse/bars since he says “things that Slimes know him for”. BET! 3. L Tido invites MAGGZ on his podcast and he clearly indicates that MAGGZ is “ GONNA” (note that word) have the best verse on the song and during this time L Tido only knew that only Stogie T, A-Reece and MAGGZ will have verses while Nasty C is on the hook and i will prove that on number 4. So by this time L Tido already underestimates Stogie T and A-Reece pen. 4. After the song drops L Tido’s tone changes from MAGGZ to Nasty C having the best verse and clearly indicates that Nasty C didn’t have a verse and was initially supposed to be on only the hook and indicates again that Nasty C sent his verse a week before the song released. The song got released on the 28th of November meaning that Nasty C sent his verse during the week 16th - 22th This is 4 proofs that Nasty C was asked for a hook. Note and pay proper attention as this leads into 5 down below…

theboyjay

34,669 views • 8 months ago

When Politics Denies Water: How the PTI-Initiated Chapri (Mianwali) Dam Water Supply Project Remains Stalled While 143,000 People Continue to Suffer: For generations, the people of the Khattak Belt in Tehsil Isa Khel, District Mianwali, have lived under the shadow of a severe and persistent drinking water crisis. The core Khattak Belt comprises the Union Councils of Tabi Sar, Tola Bangi Khel, Chapri, Kot Chandana, Sultan Khel and Wanjari. However, the wider area affected by this crisis and intended to benefit from Chapri Dam Water Supply Project extends across 87 villages&8 Union Councils, encompassing a population of approximately 143,752 people. Despite decades of promises, surveys, announcements&official acknowledgements of the problem, thousands of families continue to be deprived of reliable access to clean and safe drinking water. In many villages, residents remain dependent upon stagnant rainwater ponds& natural depressions, often shared by both humans&livestock. Women, children&elderly citizens are frequently forced to travel long distances under harsh weather conditions simply to collect water for their households. The same contaminated ponds serve as the only source of water for both people and animals. Situation is further aggravated by fact that groundwater lies at a depth of 800 feet and is often contaminated by harmful mineral deposits, rendering it unsuitable for human consumption. For countless families, access to safe drinking water remains a daily struggle rather than a basic right. What should be readily available in any modern society has become a constant source of hardship, anxiety and suffering. The consequences of this deprivation extend far beyond inconvenience. Unsafe water sources expose entire communities to waterborne diseases and serious health complications, undermine human dignity and place an enormous burden on already vulnerable households. Children grow up in conditions where access to clean water cannot be taken for granted, while women bear the disproportionate burden of securing water for their families. In a country where access to safe drinking water should be guaranteed, thousands of citizens continue to live in circumstances that no community should be forced to endure. Recognizing the gravity of this longstanding humanitarian crisis, the Pakistan Tehreek-e-Insaf (PTI) government led by former Prime Minister Imran Khan launched the Chapri Dam Water Supply Project in 2020 as a comprehensive and permanent solution to the chronic water shortage affecting the Khattak Belt and adjoining areas. The project was designed to deliver clean and safe drinking water to more than 143,000 residents through the construction of reservoirs, filtration facilities, transmission lines and an extensive distribution network supported by gravity-fed systems and solar-powered pumping stations. For the people of Isa Khel, this was far more than a development project. It represented hope, dignity and the prospect of finally ending a crisis that had persisted for generations. It was the first serious large-scale governmental initiative aimed at permanently resolving one of the most pressing humanitarian challenges facing the region. Following its launch, substantial progress was achieved and approximately Rs. 3.5 billion of public funds were invested in the project's execution. Significant portions of the infrastructure were completed, bringing the project within reach of transforming the lives of tens of thousands of residents. However, following the change in government, progress slowed dramatically and the project remains incomplete due to the non-release of the remaining funds required for its completion. Current PMLN Government in Punjab led by Maryam Nawaz wants to maintain status quo, they feel the project was introduced by Imran Khan and its completion will help PTI. Without realizing its 143,000 people suffering from non-availability of drinking water. This is pure political victimization.

Barrister Abuzar Salman Niazi

23,219 views • 3 months ago