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HashHammer big progress and update thread. What the hell is a HashHammer? Hardware Side -Open Source Bitcoin miner currently running 4x BM1370 chips -Improved PCB stack-up designed for carrying high ASIC Currents (R&D from scratch) -Buck Converter similar design and inspiration from Pmaxsd - Rest of the design is...

26,082 просмотров • 1 год назад •via X (Twitter)

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The biggest Bitcoin miners on earth are quietly walking away from mining Bitcoin, and the reason is not the one everyone keeps repeating. They are not fleeing a dead business. They lost an auction for their own power, and the winner was artificial intelligence. Start with the brutal arithmetic. It now costs the average public miner around $80,000 in cash to produce a single Bitcoin, and for stretches of this year $BTC traded below that. The most efficient operators on the cheapest power still clear a margin, but an estimated 15 to 20 percent of the global fleet is mining at a loss right now, burning more in power than the coins are worth the second they are minted. Three straight downward difficulty adjustments earlier this year, the first such streak since 2022, were the footprint of machines going dark. That looks like a simple story of a broken business until you see the number that explains the exodus. The same megawatt of power that earns a Bitcoin miner roughly $1 million a year earns between $10 and $20 million a year hosting AI compute. Ten to twenty times more, for the identical electricity, substation, and cooling. What made industrial miners valuable was never the mining. It was the power contracts, the land, the grid interconnects. AI walked in and bid an order of magnitude higher for exactly those assets. Mining did not fail. It got outbid for its own infrastructure. When Core Scientific runs its BTC segment at a negative margin while its AI colocation business prints money, the decision writes itself. CoinShares estimates listed miners could pull up to 70 percent of their revenue from AI by year end, up from about 30 percent. The power is being repriced to its highest use, and Bitcoin lost the bidding. If the giants leave, what happens to the network they secured? The doom posts assume it weakens. It does not, because Bitcoin has a self-healing reflex written into its core. When miners switch off, blocks slow, and within two weeks difficulty automatically drops, which makes mining cheaper and more profitable for everyone still running. The security does not vanish, it relocates, and you can already see where. State-backed pools are appearing, with one Gulf operator reportedly standing up a national pool near 3 percent of global hashrate, alongside private fleets and the handful of public miners like Marathon still choosing to buy Bitcoin rather than lease their power away. The network even hit an all-time high above one zettahash this year as the pivot accelerated. It does not need any particular miner. It needs someone, somewhere, for whom the math still works, and cheap stranded power has no shortage of those. But there is a deeper timer here, and the AI pivot just exposed it. Today miners earn almost everything from the block subsidy and almost nothing from fees, often under one percent of revenue on a quiet day. That subsidy halves again in 2028, and every four years after, marching toward zero. For Bitcoin to pay for its own security forever, fees eventually have to replace it. The open question is whether they can, and the evidence cuts both ways. On busy days, during token launches and inscription waves, fees have already spiked past 15 percent of revenue, and in 2024 some blocks earned more in fees than the entire subsidy. The capacity is there in bursts. Whether bursts become a baseline is the single most important unanswered question in Bitcoin. The AI exodus did not create that question. It pulled the cover off it years early, and showed how fast capital abandons hashing the moment something pays more. So the honest read is not that AI kills Bitcoin mining. It is stranger than that. AI is the first bidder rich enough to reveal what Bitcoin's security was always quietly worth, and what it will cost to keep once the free coins stop coming. The miners are not abandoning a sinking ship. They are selling the deck to a higher bidder while the same clock everyone forgot about keeps ticking underneath.

Shanaka Anslem Perera ⚡

90,390 просмотров • 19 дней назад

Dagknight technical progress As would be mentioned in a still unshared post by Michael Sutton, the dagknight effort is split into v0 devnet, v1 testnet and v2 mainnet candidate. I’ve been testing the current v0-based implementation in a small devnet with the help of some testers who run nodes and miners with me. The DK work can be thought of as split into two parts: (1) implementing the actual protocol and (2) wiring it up and using it. The testing and development over the last month has been focused on (2). Obviously, DK is a consensus change for selecting parents. What’s not so obvious is that such a change affects DAA, coinbase, IBD, pruning and a lot more. Each of these areas is very sensitive and requires proper understanding to wire correctly. An important consideration and difference from GD is that DK does not focus on maximizing a property like blue work. So to maintain topological properties of blue work, an independent (free) GD implementation is kept running specifically for maintaining blue work. This allows us to keep using the property for topology. Coloring and blue score use the megachain induced by DK. The wiring around DK as of this posting is in a working state, but still needs to be reviewed. Next efforts will be focused on protocol specific components, particularly Tie-Breaking and incremental UMC. Attached are some captures from the internal devnet. The dense DAG image is what happens when things related to DAA or other similar consensus parameter causes a node to insist on their POV. The video is a recent snippet of the KGI running on the devnet showing (perhaps not obviously) DK at work. The current “dagknight” branch is now posted on the main repo. A topic in the Public R&D has been opened for Dagknight development.

coderofstuff

52,857 просмотров • 4 месяцев назад

Let me give everyone just a little common sense test. It may be that I retired from the United States Air Force, that the answer is crystal clear to me and maybe a bit more challenging for others. So the guy on the left is claiming to be the president of the United States of America. He claims his name is Joe Biden but we know Joe Biden is dead. He faced a military tribunal and was executed. So really do you really think that a president of the United States of America gets off a plane and gets into some random dudes vehicle? Only someone that doesn't know anything about the military would think such nonsense. Or are you someone that has a great deal of common Sense and critical thinking ability and can see this motorcade on the right and know that that's what a presidential motorcade looks like and that means the president is really in there. This so happened to be president Trump on his way to South Carolina rally. So is the real president on the left side or is the real president on the right side? This really should be a no-brainer but of course we know liberals absolutely beyond a shadow of a doubt or no brainers they have no brains, they have no common sense, there are cognitive dissonance is all messed up, and they have zero critical thinking capabilities. By the way even former presidents don't have motorcades that look like that for anybody thinking that the excuse for it. So-called president gets in an Uber carrying his own luggage and people can't wake the hell up.

Truth Awakening

1,755,701 просмотров • 2 лет назад

🔥STRATEGY WILL BE THE WORLD'S MOST VALUABLE COMPANY🔥 Strategy bought OVER 56,000 Bitcoin in April. That number is so absurd people are psychologically incapable of processing it. Post-halving miners produce roughly 13,500 BTC per month. Strategy just bought about 4.1x an entire month of new miner supply in one month. Now run the simple monster math: Today: Strategy BTC stack: 818,334 BTC Bitcoin price: $76,196 Bitcoin NAV: $62.35B Assume Strategy keeps buying 56,000 BTC per month for 5 years. That is: ASSUMING STRC GROWTH TOTALLY STOPS (LOL) ~672,000 BTC per year ~3,360,000 BTC over 5 years Their stack goes from: 818,334 BTC to 4,178,334 BTC Now assume Bitcoin compounds at 25% CAGR. Bitcoin goes from: $76,196 to roughly: $232,532 So the Bitcoin NAV becomes: 4,178,334 BTC × $232,532 = roughly $971.5 BILLION Almost $1 TRILLION in Bitcoin NAV. And the funniest part? This model assumes no mNAV expansion. No premium insanity. No additional acceleration. No credit flywheel getting stronger. No market panic as everyone realizes Strategy is vacuuming Bitcoin off the planet like a publicly traded monetary black hole. Just: 56,000 BTC per month. 25% Bitcoin CAGR. 5 years. That’s it. Don't think they can accumulate that much Bitcoin at that low of a CAGR? Think the Bitcoin CAGR has to go higher? Cool. That only helps Strategy buy more Bitcoin. The bear case is basically: “Sure, they are absorbing multiples of new supply, building the largest corporate Bitcoin balance sheet in history, converting fiat capital markets into Bitcoin ownership, and compounding NAV at escape velocity, but have you considered that I am emotionally upset?” MSTR is becoming the most aggressive Bitcoin accumulation machine ever built. The fiat world is still modeling it like a tech stock with a weird treasury policy. GOOD LUCK.

Adam Livingston

61,524 просмотров • 2 месяцев назад

Hi everyone, this week I finally received the new ANyONe Relay! ANyONe Protocol is an interesting DePIN focused on building a more decentralized internet and making our privacy more secure 💯 I'm still waiting to release a video because the new Dashboard isn't active yet but for those interested the most important points that I want to highlight are these: 1) The #Miner is Plug&Play so easy to install, just follow the initial steps and you're fine, once installed you don't have to do anything else. 2) There is no limit for IP but if for example you put 2 Relays in the same #IP it isn't certain that you will have double rewards, because they basically do the same job, to get more rewards it's better to use different IPs. 3) To make the Relay operational it's necessary to open port 9001 in your Modem. Without this operation the #mining will basically not start, so make sure you have a modem or connection that can open the ports. If you have the classic public IP you should definitely be able to do it 4) Currently the rewards arrive automatically every week, usually Friday, and I received 8 $ANYONE as first earnings 👍 Since the new #Dashboard isn't yet operational the #rewards aren't yet clear (which is why I am still waiting to release the video) and personally I expect there will be more 🔥 The only negative note that I have found so far in the project is that: ANYONE #token is only on Ethereum So unfortunately the fees for the swap or even future claims and sendings will not be low, I hope that the team in the future will also consider Arbitrum or Base for the rewards to Nodes 🙏 $ANYONE: Docs to learn more: If you are interested in the project you can order the Anyone on @ampchampment and you can receive it in a few weeks 🚀 They ship Worldwide, Paypal and Crypto are available, and you can use the coupon ILCAPOFOX for a 5% discount! Shop: For Europe I also recommend FreshMiners, they also ship quickly and you can use the coupon ILCAPOFOX3 for a 10€ discount! Shop: #DePIN #Anyone #Relay #Node #Privacy #Internet

Osvaldo

28,170 просмотров • 1 год назад

Free NVIDIA GPU with 16 GB VRAM GPU for Running Local LLMs! If you want to master local LLMs but you're waiting until you can afford a $1,500 GPU, you're honestly not going to make it. The open source AI ecosystem is moving way too fast for you to wait on your budget to catch up. Especially when you can build a bleeding edge inference engine from scratch right now, completely for free. You don't need a heavy local rig to start. Google is literally letting you use an enterprise grade NVIDIA Tesla T4 GPU for $0/hour. At standard cloud computing rates (~$0.20/hr), Google Colab’s 4 hour daily free tier hands you roughly $24 worth of data center tier GPU compute every single month. And most people just waste it. Let’s talk about the hardware you get access to for free. The NVIDIA Tesla T4 is an absolute workhorse: - Architecture: NVIDIA Turing (TU104) - VRAM: 16GB GDDR6 (320 GB/s bandwidth) - Compute: 320 Tensor Cores | 2560 CUDA Cores - Performance: 130 TOPS INT8 | 8.1 TFLOPS FP32 - Power: Sipping energy at a max 70W TDP This is the exact same hardware I used to run DeepMind's Gemma 4 26B A4B QAT MoE at a 250,000 context window without a single Out Of Memory (OOM) crash. If you have a web browser and 10 minutes, you have everything you need. I’ve put together a fully documented, cell by cell Google Colab notebook that teaches you exactly how to do this. Here is what the notebook actually teaches you: - How to provision an Ubuntu Linux environment with CUDA 13.0 and verify your driver stack. - How to pull the source code and compile the latest llama.cpp C++ binaries from scratch, specifically optimizing the build for your exact GPU using the -DCMAKE_CUDA_ARCHITECTURES=native flag. - How to directly download quantized local LLMs (GGUF format) straight from HuggingFace using the CLI. - How to manage 16GB VRAM limits, offload neural network layers to the GPU, and push massive context windows. Compile raw llama.cpp, ollama run a model, or spin up the LM Studio CLI. Pick whatever stack you are comfortable with. just start building. No hardware. No credit card. No excuses. Bookmark this post right now so you don't lose the tutorial. Even if you don't have time to run it today, you are going to want this workflow in your engineering toolkit. The link to the free Colab Notebook is in the comments below. Lemme know if you need more tutorials like this.

Alok

124,375 просмотров • 10 дней назад

Axie started in 2018. Creatures you could collect, battle, and raise while learning about a magical new technology called blockchain. Part of the original concept were axie homes called Terrariums. Places where your axies could live, get stronger, and harvest resources. Battles ended up getting prioritized instead, and Terrariums got shelved. But for eight years, that original idea held a special place in our hearts. Terrariums are a nod to that original dream. We're hard at work and our goal is to deliver the first version in late June. Here's how they'll work on day one: 1. You activate a plot of land. 2. You put your axies on it. 3. Every hour, the world ticks forward on its own. While you're away, your land is working. 4. It earns a reward called bAXS, the in-game currency that feeds back into the broader Axie economy. 5. To stay running, your land burns a fuel called Lunium. You get it two ways: buy packs, or let your land generate it slowly for free. 6. How much you earn scales with your axie power, a stat currently called Atia's Flame. Stronger (collectible) axies earn more points. More points means a bigger share of the prize pool. 7. Each land type has its own pool, split between everyone who owns that type. 8. There will be free terrariums that can be used to earn axie experience points (but not bAXS). These should also be useful for onboarding newcomers. The day-to-day is simple by design as we want to make sure that the gameplay is easy to grasp at first and doesn't become a grind for landowners. Learn more:

Jihoz.ron

22,154 просмотров • 1 месяц назад

The largest theft in history has already happened. The people behind it just cannot open what they stole yet. Right now, intelligence agencies and criminal groups are quietly copying the world's encrypted data, bank records, medical files, state secrets, private messages, and storing every byte untouched. They cannot read any of it. They are collecting it anyway, because they know the key is about to be invented. The strategy has a name, harvest now, decrypt later, and in 2026 it stopped being theory. Washington declared this the Year of Quantum Security in January, backed by the FBI, the NSA, and NIST. Canada ordered every federal agency to file a migration plan by April. Europe set its deadline for December. Governments do not impose operational deadlines on a someday problem. They do it when the clock is already running. Here is what moved the clock. Every password, every transfer, every secret on Earth is protected by one assumption, that a certain math problem is too hard to solve. Quantum computers solve exactly that problem. For years the machine that could do it looked decades away. Then in late 2025 Google's Willow chip cracked the hardest part of building one, and in March 2026 Google's own researchers estimated that breaking the encryption behind Bitcoin might take fewer than 500,000 qubits, down from 20 million, and could run in minutes. The day this becomes real has a name, Q-Day, and the latest estimates place it between 2030 and 2033. Now make it concrete. Roughly 6.5 million Bitcoin, about a third of every coin that will ever exist, worth close to 500 billion dollars, sit in addresses that have already exposed the very key a quantum computer needs. That includes the coins of Satoshi, the anonymous creator. On Q-Day they become, in the researchers' own word, trivially stealable. It would not look like a crash or a whale selling. It would look like half a trillion dollars of the most secure money ever built simply walking out the door. The asset designed to trust no one and no institution turns out to rest on a single unverified bet, that one math problem stays hard forever. This is what sits beneath the entire digital world. A bank balance, a Bitcoin, a classified cable, all of it is real only because of a proof you supposedly cannot forge. Quantum breaks the proof. Everything we call secure is true only until someone finally checks, and for the first time the check is visible on the horizon. You cannot know whether your data has already been copied. You cannot know the exact day the key arrives. The trust holding up the digital age is a clock counting down to a zero no one can see. The honest counter matters. No machine on Earth can break this encryption today, and serious cryptographers still argue the real threat is a decade or more away. The timeline is far from certain. Quantum-safe codes already exist, the migration has started, and Bitcoin can move its coins to safety before Q-Day if it acts in time. The danger is not that everything breaks tomorrow. It is that anything which must stay secret into the 2030s, a state secret, an identity, a private key, is being stolen today and is already on the clock. The breach is not coming. It is already here, sitting in storage, perfectly encrypted, waiting for a machine that does not exist yet to read it out loud. Research and opinion, not investment advice.

Shanaka Anslem Perera ⚡

185,238 просмотров • 18 дней назад

This is what I’m talking about. This isn’t to highlight Bentancur. It’s how 90% of teams and players behave for I’d say 70% of the game. But what are we trying to achieve here? The best thing that can happen from any phase of play, is to score a goal. So that’s the overall objective. To do that, the ball at some stage has to go behind every single opposition player and space has to be exploited whether it’s big or small. But Bentancur here is waiting. Waiting for players to move. Waiting for opposition to move. But why would Newcastle move? They don’t need to break from their shape. But imagine what would happen if Bentancur travelled with the ball into those open spaces. Newcastle and spurs players aren’t just going to watch, it’s going to instigate a chain reaction of movement from both sides. And that will in turn break up shapes which creates gaps. Then it’s if you are confident and able to exploit. But just waiting doesn’t achieve it. Imagine the disruption you will cause if both the ball player, and off ball players look to provoke the opposition as opposed to rigidly stand in shape. It’s just logical. If you stay still. Why does the opposition need to move? So what pictures are changing? What gaps are you opening? What gaps are you exploiting? So how do you expect to score when to score a goal, gaps have to be exploited? It’s why when people say “it’s harder in modern football, there’s less space”. No there isn’t. There’s always space. You’re just seeing players less willing to provoke it and attack it.

Harry Brooks

14,215 просмотров • 7 месяцев назад

Hills I will die on as someone who has coached high school football for over 29 years: 1. If you are not PASSIONATE about blessing, serving, and empowering those you are blessed to coach, this profession is not for you. 2. As much as we need to know our trade, getting to know (and to love), our players is far more important. 3. This is an INTENSE game, and it’ll never be “just a game”, but it IS a game. Remember that when you’re with your team, and more importantly, remember that when you’re with your family. 4. Just as we teach our athletes to “leave things better than they found them”, we need to leave our athletes better than they were when they first entered into our program. Never let a day pass without pouring into each and every individual. 5. Life is complicated enough, let’s not complicate the game in such a way that we take the joy of it away from others. In other words… Keep it simple. 6. Our words carry little (or NO), value, if we don’t practice what we preach. WE as coaches should be learning and growing each and every day, just as we expect our athletes to. 7. As much as we all want to win those championship rings for our athletes, make sure you don’t lose your wedding ring in the process. 8. The athlete that may be “difficult to reach/teach” (the one who may get on your last nerve more than you could ever imagine), is someone’s EVERYTHING. Get to know them as human beings, find out what motivates them, and do everything you can to help them to thrive. 9. Be where your feet are. Don’t fall into the trap of chasing logos and thinking that a higher division, a bigger school, or going from HS to college, or even college to the pros, is going to be more rewarding or fulfilling. 10. The legacy you leave as a coach will never be determined by your wins and losses, but by the lives you were able to change for the better!

Coach Hines 🇺🇸

57,639 просмотров • 1 месяц назад

10 things I can’t quit thinking about after ETHDenver: 1. Convergence = here. Devner didn’t feel like an ETH conference, but more like an AI + crypto + TradFi + techno-philosophical conference. The convergence is true and real and accelerating. 2. Most corporate jobs suck ass. 40 years at a desk working on the same thing? Pure dystopia. We need fluid movement between passions, projects, people. DAOs are a massive step in that direction, but now AI is giving individuals the means to spin up their own massive businesses… there’s also this notion floating around that we can launch a product or contribute to a protocol or a DAO in a way that sets us up for life rather than slaving for decades at the golden teat of a paycheck. It's a massive win for human flourishing, passion and excitement. 3. oRaNgE cOIn. Bitcoin came up far more than I thought it would. Even $ETH ICO buyers/gigawhales talked about how bullish they are on it. The question is no longer whether $BTC will survive but rather how much exposure you should have. Orange coin has truly “up-leveled” or “transcended” to become something people simply can't ignore. 4. Founder quote that hit me like a truck: "We overengineered our project and under-engineered our story." In a world where AI flattens the app creation process, only your mindshare matters. (forgot to write down who said it 😅... chime in in the comments if you see this) 5. “Keepers of truth.” AGI will be able to fake literally anything. In such a world, blockchains become the “keepers of truth” bc they can be used to indisputably verify anything. This isn't just another use case. It means crypto will one day touch everything on earth. h/t Sreeram Kannan's talk at Open AGI. 6. Conference model = broken? Empty mainstage talks were the result of hundreds of side events that siphon off attention. This is happening more and more at every conf I go to. Not sure what the fix here is? Maybe the organizers should be way less centralized… rent a massive venue with tons of flexible spaces that can evolve in real-time… more Zuzalu, less CONTROL and top-down decisions. 7. Current blockchains r too dumb. AI must integrate more directly into the crypto tech stack. Ultimate vision is every hominid should be able to deploy whatever app they can dream up using natural language… this could lead to an giga-explosion of innovation and cool-ass experimentz. h/t Ritual and others 8. Crypto vs. Stripe API. Will we just give agents credit cards or will they prefer crypto wallets? One payment method can be censored. One cannot. Guess which wins? 9. $$$$ infusion. Dozens if not hundreds of projects around the world r sitting on massive treasuries bc they needed it as an insurance policy in case they had to do battle with the SEC. With the changing regulatory sitch, hundreds of millions of dollars (probably billies) can now be used to ship, build and accelerate. 10. Robots in chains? IRL robots made appearances at several events (one was drawing caricatures of passersby). Talked with frens about how we’ll bring them into our homes soon. That leads to crazy questions like “how do we keep them from getting hacked and killing us or blowing up like pagers?” “Will we be ok sleeping in the same room with them? Or will we lock them in the shed with chains?” Absolutely insane to think about… but productivity gains will overshadow all those doubts and human fears imo. De bots are coming whether you want them or not. I for one can’t wait to see zerebro embodied… in the meantime, I got to see him DJ his first show 👇🔥 Anyway, I'm sending love to all of you denverites, futurists, builders, dream dealers, and merchants of hope. Build something that makes this world better, freer, more beautiful and true✊

redphone ☎️

52,891 просмотров • 1 год назад

As far as I can tell the situation is this: Casey Putsch ran a very solid campaign for the Republican primary to be governor of Ohio, against the GOP establishment Indian Vivek Ramaswamy , who had the PUBLIC backing of Trump, and Vance, and multiple billionaires funding him. Could his campaign have been run tighter? Had more “viral” moments a lá James Fishback ? Raised more money? Better execution? Sure. But it also could have used a LOT more help. From what I can tell, Casey reached out to Alex Jones to be on the show. No response. He reached out to James Fishback for a shoutout of any kind. No response. No idea on if he reached out to Nicholas J. Fuentes (perhaps that’s the source of Nick’s initial bad blood?) but that surely would’ve helped. “I only want to support a virulent WINNER 🔥” yea I get that mentality and that posturing, Fuentes wants to save his political capital, and saw Putsch as losing no matter what. But did conserving “your power” really work? We already have Jews like Laura Loomer declaring that “the groypers are politically meaningless internet noise!” from this result. I see Red Jews saying “Nick Fuentes is a Dem plant whose influence died off the moment his SPLC funding was cut. 😌”, and that sentiment making the rounds from those angry at Fuentes’s silence, followed by “Rest in Piss! 😜” Oh but don’t worry, there’s a magical discussion that makes all of this make sense, locked behind his $100 a month groupchat paywall. As far as I can tell, Casey Putsch defended Nicholas J. Fuentes and his fans from direct media attacks and barbed questions, and only ever shared Fuentes’s posts giving up on him pre-emptively to say “What the Hell man?” The greatest “mistake” I’d cite Casey for is starting this thing 4 and a half MONTHS before the election. But hey, SOMEONE finally stood up and ran, and he did a damned good job of it with so little time and what, $128,000 raised? He took 17.5% off of an establishment GOP Chosen One with the backing of the ZioBoomer President, the Indian-Elect Vice, and multiple deep pocket billionaires. He proved that an America First Nationalist can put up numbers and he did it with ZERO help. I’m proud to have supported Casey Putsch and his campaign. I hope more America First Nationalists like him stand up (albeit earlier in their races), and I hope we as Nationalists do a better job of supporting them. I think his campaign was a good prototype that we can build from and learn from. Thank you Casey. 🫵🏼👑💪🏻

Commie Gibberish of the Day

12,284 просмотров • 2 месяцев назад

Release: LichtFeld Studio v0.5.3 is out! With 316 commits merged into master, this release is a huge step forward for LichtFeld Studio. What's new in v0.5.3 • Vulkan viewer/rendering migration: New Vulkan viewport pipeline, pass graph, VkSplat renderer, Vulkan point-cloud renderer, 3DGUT/VkSplat support, improved alpha/depth composition, tighter CUDA/Vulkan interoperability, and device matching on multi-GPU systems. • RAD + LOD workflow: Added RAD file export/import, RAD LOD viewer, Spark-style GPU LOD selection, GPU-driven page prefetching, a bounded VRAM pool, out-of-core PLY-to-RAD LOD conversion, and RAD import/export speedups of approximately 3–5×. • HiGS / macro-tile inference: Added a macro-tile inference path for the Vulkan viewer, including macro sorting, batched rasterization, composition, and capacity management. • Asset Manager: Added and significantly enhanced the Asset Manager with thumbnails, SH information, faster synchronization, import-from-URL support, docked mode, data-loading popup integration, and general UI cleanup. • Viewport export: Integrated viewport export directly into the application as a toolbar/overlay tool, added fast render_view_u8-style readback paths, fixed high-resolution clipping issues, improved orthographic export parity, resolved 32K image/video export problems, and added post-export GPU resource cleanup. • Selection and tooling: Added and reworked selection toolbar controls, the Select menu, ring selection, color eyedropper, distance-from-center selection, faster point-cloud and zoomed-out selection paths, Vulkan measurement tool fixes, and drag-and-drop scene graph improvements. • UI/RmlUi platform work: Major RmlUi redesign efforts, hot reloading for RML/RCSS/Python UI files, reactive UI/store integration, viewport toolbar flyouts, improved histogram interactions, input settings enhancements, custom TRS gizmos, and numerous panel, tooltip, and localization fixes. • Windowing and UX: Added borderless window support, title bar drag/maximize/restore behavior, work-area-aware maximize functionality, resize responsiveness and performance improvements, and DPI/UI scaling fixes. • Training and data features: Added adaptive depth loss and depth gradients for the EWA rasterizer, mask loading/application fixes, a new combined Ignore+Segment mask mode, --add-splat, --freeze, improved checkpoint and training state handling, and training speed and VRAM optimizations. • COLMAP/equirectangular support: Added SPHERICAL/equirectangular camera model support and canonical EQUIRECTANGULAR handling, along with fixes for undistortion and camera export. This release will be available to all supporters as a Windows binary via approximately in about an hour. At the same time, LichtFeld Studio remains committed to being free and open source under GPLv3 and can also be built directly from source. Please consider supporting the ongoing development of LichtFeld Studio through a donation via the portal or the supporters page. Thank you to everyone who supports this project financially, contributes code, reports bugs, provides datasets, helps with the website, and contributes in countless other ways. A special thank you to our foundational sponsor Core11 and our Gold Sponsor Volinga, whose support has helped make the current state of the software possible. Thank you as well to every donor and to all of our new Bronze Sponsors. Looking ahead to v0.6 For the next major release, work will focus primarily on stability and user experience. This includes improved cleanup workflows and the ability to modify training parameters while training is in progress. I would also like to introduce a native .licht project format that allows users to save and restore their complete editor state. You can find links to our main sponsors below. Please also visit our website to discover all our Bronze Sponsors. Hint: We do not yet have a Silver Sponsor or Platinum 😉

MrNeRF

24,467 просмотров • 20 дней назад

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

Cito

1,392,114 просмотров • 4 месяцев назад

After driving more than $2 billion in token trading volume over the last month, our final Wave 1 rewards pool now contains $12.2 million of NFTs and tokens, 100% of which will be distributed soon via your Wave 1 Treasure Chests! We've also added $1,000,000 of tokens to kick off the Wave 2 rewards pool. Here are some details on what to expect next. Progress on Wave 1 has now been locked. Shortly you'll be able to view your final Wave 1 Treasure Chest in a "pending open" state on your rewards profile. As shared last week, it will take our team some time to ensure the prize pool is distributed fairly and accurately. Our goal is to allow you to open your chests and claim what's inside by Oct 17. There are 63 Wave 1 Grand Prizes which can be discovered by anyone, but are more likely to be found by those who obtained higher tier Treasure Chests. We are placing WETH offer liquidity behind NFTs across any collections where we purchased 11 or more items. Any NFTs acquired by OpenSea via accepted offers will be placed into the Wave 2 rewards pool. Wave 2 will run from Oct 15 - Nov 15 and 50% of our platform fees will continue to fund a new pool of rewards. We are also kicking off Wave 2 by adding $1,000,000 of $OP, $SOMI and $ETH! Shortly you'll be able to login to your rewards portal to begin leveling up your new Wave 2 Starter Chest. Our team is working to add new features to our rewards program for Wave 2, which we plan to release in the coming weeks: - More Voyage Types - Increased Shipments - A New 13th Chest (Currently Locked) We are also listening to your feedback and evaluating ways to continue improving, including options for incentivizing loyalty and more organic usage. The team is now hard at work processing Wave 1 rewards for distribution and enabling your Wave 2 starter chests - we'll let you know as soon as your Wave 1 rewards are available to claim! 🔓

OpenSea

395,768 просмотров • 9 месяцев назад

This is the second of two posts I’m making about the teaching of Andy Stanley because I have a burden to warn people to be like the Bereans "examining the Scriptures daily to see if these things were so." (Acts 17:11). I have attached a short video clip where Stanley says we don’t know Jesus rose from the dead because the bible tells us so. He says it’s the other way around. Now how do we know Jesus bodily rose from the dead? Did any of us see it happen? No, it happened 2000 years ago. But haven’t people researched the resurrection and found all sorts of evidence consistent with Him rising from the dead. Yes, but such evidence, though powerful, and we can certainly use in our witnessing, does not ultimately prove He rose from the dead. In fact, no matter what evidence we point to in geology, biology, astronomy etc., none of this proves in an ultimate sense the bible is true. Now it is certainly true such evidence properly interpreted does confirm the bible’s history. For instance, the molecule of heredity DNA is a complex information system and language system. No one has seen matter produce information or a language from matter by natural processes. Our observations and experience show information and language have to come from an intelligence. Such evidence confirms an intelligence behind life. This certainly confirms the first verse of the bible, “In the beginning God created… .” But nonetheless, it’s not absolute proof. Think about it. We are finite beings living in the present. We don’t know everything. We don’t know how much we don’t know or do know in relation to whatever there is to know! When we try to interpret evidence of the present in relation to the past, how do we know we have all the relevant information to make the correct interpretation. Some information we don’t have could totally change our interpretation. That has certainly happened with scientists solving crimes using circumstantial evidence. When new evidence comes along, some of the interpretations change and certain people thought to be guilty were found they were innocent after-all. We need to have all the information needed. But we can’t know everything. However we have a book that claims over three thousand times to be the Word of God. This book claims that God moved people by His spirit to write His Word, what He wants revealed to us about life, the universe and history. This book, the bible, tells us that God knows everything, He is infinite in knowledge and wisdom. He has all information. “In whom are hidden all the treasures of wisdom and knowledge” (Colossians 2:3). If God’s Word is what it claims to be (and it is), then the infinite Creator God has revealed to us the key information we need to know to have the ability to correctly interpret this world in relation to the past, present and its purpose and meaning. “Therefore, we never stop thanking God that when you received his message from us, you didn’t think of our words as mere human ideas. You accepted what we said as the very word of God—which, of course, it is. And this word continues to work in you who believe” (1 Thessalonians 2:13). This means if we build our thinking on God’s Word, we build a Christian worldview to enable us to look at the world through “biblical glasses” and have the ability to correctly interpret and understand it. And Genesis 1-11 is the history that is foundational to the rest of the bible and thus our worldview. So, when we start with God’s Word we learn that the God revealed to us in the bible is the One Who created all things. Now by just looking at the world, for instance at DNA, we might deduce that there’s an intelligence behind life. But we would not know who that intelligence is unless revealed to us. The bible reveals who that intelligence is, God the father, Son, and Holy Spirit. But, if we just looked at the world with all its death, suffering and disease, we could assume that the intelligence behind life must be an ogre to make such a violent disease ridden suffering world. But when we start from God’s Word, we understand there was no death or disease to start with, but these entered the world because of sin. We also find man has a problem called sin which alienated him from God. We even find in Genesis that God promised someone would come to save us from our sin and restore our relationship with God (Genesis 3:15; 3:21). We learn later on that “someone” is Jesus--the one who became flesh for us, the babe in a manger 2000 years ago. It's important to understand we can’t know anything absolutely unless an absolute authority has revealed to us what we need to know. Now Andy Stanley claims we don’t know Jesus rose from the dead because the bible tells us so, but claims it’s the other way round, that because Jesus rose from the dead, we can believe what is says about this in the bible. In reality, Andy Stanley is actually claiming he knows all information about the resurrection to know it’s true so then he can proclaim what the bible says about the resurrection is true. This is not so. And remember from the previous post, Andy Stanley accepts man’s view of evolution and millions of years as true to declare what Genesis records about creation is not all true. So why shouldn't people take the word of others who claim Jesus didn't rise from the dead to then declare the account of the resurrection in the gospels can't be true. Stanley, as a finite fallen human being with very limited knowledge, starts outside the bible to go to the bible to make pronouncements over God’s written Word. No wonder he rejects a literal Genesis. Sadly, this is the case for the majority of our church leaders and Christian academics, particularly when it comes to Genesis. Think about it. Really Stanley is acting in accord with our sin nature because of what happened in Genesis 3. Part of our sin nature concerns us wanting to be our own god. Consider Genesis 3:1 and Genesis 3:5, the temptation by the devil. Satan tempted Adam and Eve to question God’s Word, and be want to be like God to decide good and evil, truth, etc., for themselves. In actuality, the statements Andy Stanley is making about Christianity and God’s Word are reflecting this sin problem we have. He is letting his sin nature master over him in this instance instead of letting God’s Word tell us clearly what we should believe. And I would say that about all Christians who reinterpret parts of the bible (like Genesis) because of beliefs from outside the bible. Now the whole bible is actually about Jesus, from the very first verse, that Jesus is the Creator (Colossians 1:16 “For by him all things were created,”), & and he is the Savior (Revelation 5:9), to the very last verse, “He who testifies to these things says, “Surely I am coming soon.” Amen. Come, Lord Jesus! The grace of the Lord Jesus be with all. Amen” (Revelation 22:20–21) God reveals all we need to know about Jesus in His Word. We know Jesus rose from the dead because the bible tells us so! We know we are sinners because the bible tells us so. We know we can be saved through faith in Christ because the bible tells us so. We know we need to repent of sin because the bible tells us so. As Christians we know we will spend eternity in Heaven because the bible tells us so. “So faith comes from hearing, and hearing through the word of God” (Romans 10:17). I still remember singing the chorus as a child Jesus loves me this I know, for the bible tells me so. Yes, the bible tells me so – that’s how know who Jesus is, that He is the Creator, that he died and rose from the dead, and that He is our Savior.

Ken Ham

233,976 просмотров • 3 лет назад

Beauty should be a core pursuit of biotechnology. There should be companies and nonprofits that engineer organisms solely for the sake of crafting beautiful things. A few reasons why: 1/ Biotechnology has historically worked in reductionist ways, but many useful functions only emerge at the systems level. By engineering a systems-level outcome, like beauty, we will get much better at engineering organisms in predictable ways. When I say "reductionist," I mean that most useful things in biotechnology (drugs and tools) were discovered by stripping molecules from their natural contexts. Scientists collect organisms from soil or wherever and then study their molecules in isolation. This basic approach has yielded everything from rapamycin to antibiotics and CRISPR. This reductionism, though, means that that we know disturbingly little about how life actually works at a systems-level. My core argument is that, by studying beauty, we can remedy this. Beauty has persisted through tens of millions of years of evolution because it is functional; bright colors help attract pollinators to a plant, for example, which helps the plant breed. If evolution has created all of this beauty for functional reasons, then it stands to reason that by trying to create **new** forms of beauty, we'll be able to discover and understand how these systems-level functions work! Indeed, we may even be able to create entirely new functions that biology hasn't evolved yet. These functions will not possible to understand via isolated molecules or reductionism. Therefore, a company pursuing engineered beauty for the sake of beauty will probably make many fundamental discoveries about how organisms develop, interact, adapt to their surroundings, and so on. 2/ Beauty is a way to grow the field and bring more people into biotechnology. Nick Desnoyer’s flower design work, for example, has probably reached hundreds of thousands of people. The glowing plants from Light Bio, too, were featured in the mainstream press. You may not think that these examples are “important” for the universe relative to, say, an incrementally better cancer therapeutic, but there’s no question that they are way more popular to mainstream audiences and good, overall, for the field. 3/ The market is huge! Breeding is already widely used to engineer beauty, or at least to select for aesthetic preferences. Pugs are evolutionarily suboptimal, but they've been bred precisely to satisfy a certain aesthetic desire are now a multi-billion dollar industry. The Juliet Rose, developed via breeding over a 15-year period, debuted at the 2006 Chelsea Flower Show and is enormously profitable today. Why should deliberately engineered forms of beauty be any different? If you are building a biotech company or nonprofit that is pursuing beauty, please reach out! I’d love to help.

Niko McCarty.

17,772 просмотров • 2 месяцев назад

Has been a while since I've given an update so here's a breakdown of where Sappy is at right now and what we're focusing on going into this year. Pre-amble: With altcoins & NFTs the market is definitely not the same as it was before. I think this is obvious to everyone but I've noticed there are still japanese soldiers that are convinced old tricks and mechanics work. They don't. Liquidity is thin; people want to bid assets that feel like "real companies" not vacuous memecoins. There's still room for memecoins, social currencies, and "utility tokens" (I would say without these functions, tokens are hard to justify versus equities). I'm not part of the camp that thinks there will never be hyperspeculation in crypto again, because there will be; we all love ponzis and PvPing each other onchain. Just not with solved games -- people need something new and fresh. So the overarching plan is to continue building for users, sustainable revenues that aren't tied to directly to crypto, and doubling down on the areas that we've already found PMF / Brand Market Fit. Then leaning into crypto during cyclical periods where liquidity is sloshing around at an accelerated rate. Where we've found early PMF / what we're leaning into: Roblox: we're going to continue to go hard and accelerate here. It's our main objective to ship more seal/brainrot focused games across most genres to cast as wide of a net as we can for the brand, and to also iterate and see what works and stays sticky. Our initial incursion into Roblox was very successful peaking at 2M+ MAU and still sustaining a large portion of that player base... for all of its success, that was a relatively amateur first attempt; we've been setting up better AI pipelines for Roblox development that makes it reasonable to ship many more games and 10x those player counts in totality. It's my belief that Roblox is the sandbox whose audience will be the most valuable on the internet once they are grown up. That intense feeling you get when you see a TikTok referencing an old game you enjoyed on the PS2 or the Gamecube, or when you see a Pokemon card is the exact same feeling the youth of today will get when reminiscing on the things they enjoyed engaging with when they were younger. Fortnite and Roblox are functional equivalents to the old school consoles and exactly where that is taking place. Which is why as much as I care about scaling revenues through Roblox, the long term brand equity gained purely through being popular on the platform is totally invaluable. It also can heavily convert to merchandise sales today if all touchpoints for the brand are dialed in (which is why brands get overcharged so much by Roblox dev shops for the same ROI that only cost us a few thousand $). We have the playbook, it's just about iterating new concepts and then aggressively scaling. Brand Expansion & Merchandising: I've started to create a content pipeline that is easily repeatable, cost efficient (costs next to nothing through either AI or smart reusable concepts), while still being very tasteful and meeting our quality standards for the brand. We are mostly focusing here on reaching people where they're at through nostalgic/emotional content, or just being visually stimulating through carefully curated aesthetics. Content that isn't superficial and touches people in a memorable way. I've attached some examples to the post so you can see what I mean rather than just read it. I don't think it's long until larger brands start doing this at scale, but it's always good to be ahead of the curve and most importantly winning on taste -- knowing what will resonate with people and what won't has always been our edge. The purpose for these accounts is not only to rack up attention but also to begin converting those into sales of both of physicals (plushies & gacha collectibles) and digital avenues like our games, and any other apps we produce. Because they're offshoot accounts it's also a lot easier to be aggressive/experimental with said conversion strategies. Sappy Studio: I'm wrapping everything like Omnia, and everything else into this category because they're all tangentially related. Beginning with Omnia, our current focus is gearing up for Season 0 which involves players competing in the ranked ladder for a prize pool that has rewards through Monad Momentum as well as a player-funded prize pool. This season will be fairly simple with us mostly logging retention, deck building habits, as well as qualitatively observing how aggressively players push the combat system. Deeper monetization wont exist yet outside of the player buy-in (to be eligible for P2E rewards). Beyond that our overarching principle this year is to focus heavily on risk-to-earn mechanics where a portion of that excess value is circular i.e. revenues flow back to prize pools or other parts of the economy, treating the game almost like a protocol where the objective is to amass TVL or player liquidity. Social is also a big focus, and that means implementing the Open World hub which from an infrastructure perspective has already been built out and tested by all of you previously. Right now we are scaffolding the environment in 3D and working through how that hub should look and feel, so players are excited to hang out & idle together while they're queuing. For sappydotlol, what I'm about to say is still early days from a design perspective so a lot can change, but I'm pushing the site in the direction of being a virtual game console. An intersection between Nintendo & Myspace where users can play, trade, and socially interact in a way that's deeply personalised; a breathe of fresh air from the hostility of the current internet. If you go back to my thesis on Roblox above and the game console references, you can kind of see how this will all sequentially tie together. In essence, the strategy is to acquire a critical mass of players through traditional platforms like Roblox, and use that attention and trust to provide an onboarding funnel for web2 users into our own sandbox filled with a mixture of our own browser-based experiences as well as an aggregation of others. The aim is to make the platform a breath of fresh air & bunker from the enshittified platforms like TikTok/IG/X where users are actually served in ways that delight rather than agitate, and where self-expression is incentivised. Closing: As always everything here is subject to change but I've never felt more conviction in our direction until now; I know exactly what we need to do and how, with everything aligning with our team's strengths. Very excited and grinding through things to the point where I'm getting headaches and can't sleep from being hyperfocused for long periods of time lol. There probably has never been a better time to join the ecosystem from a price to fuck around and find out perspective.

wab.eth

18,052 просмотров • 6 месяцев назад

Stateless History Node is almost like a regular Ethereum node, but it doesn't store state and it doesn't have EVM execution. It's used only for syncing events and thus - is faster and gives you FREE INDEXING. You don't have to pay 6 figures for RPC anymore! Just spin up a Stateless History Node, plug rindexer or Ponder there, and enjoy free (AND FAST!!) indexing! This node is syncing >1000 blocks per second at my local pc (less than 6hrs for the whole Ethereum), and it should use less than 200GB - which means you can host it on a MacMini, Hetzner or whatever. You can futhermore filter that by using block ranges or bloom filters, etc - I haven't developed this yet. What you see is a proof of concept. It works via native devp2p 'eth' protocol, but with EIP4444 and The Prune we would have to also support era1 archives and Portal Network. But so far it works - there are plenty of peers serving historical receipts, and they serve them FAST! If you run Stateless History Node you can also serve the blocks and receipts - so that could help to preserve archival data too. For now there is no data validation yet (and even no data storage - that's a very early PoC), but we can verify validity of chain by simultaneously running a lightweight CL node (or not lightweight if you're extremely paranoid). And then support verifying the hashes of receipts and blocks with their parents, maintaining full integrity and zero trust. It's also written in rust, btw. So, I guess, at least for Ethereum Mainnet the era of RPC's pumping moneybags is over - there's finally a local, trustless and free indexing alternative available. Too sad this won't work for Optimism / Base , cause despite introducing P2P after Bedrock - they haven't enabled receipts transfer in the protocol (or at least I couldn't find one). Arbitrum is even sadder - I don't believe there is a P2P layer at all - you just have to run your own node, hold state and execute blocks to get events. There is hope - Paradigm recently released Ress - stateless execution, but it requires nodes to support Witness preparation & exchange - but this could work for L2s - cause the main blocker for local RPCs rn is huge state (VPS with TB storage cost a lot), and the second blocker is EVM forks makes it hard to hold a node - it needs to be maintained, upgraded, etc. Ress at least solves the state part. But anyways, I will try to continue working on this and release some MVP version with RPC endpoint and data storage soon - follow the updates!

Convergence Boy

28,877 просмотров • 5 месяцев назад

Guys will see this kind of thing and think it’s instruction, but they don’t read the fine print: 1️⃣ This girl is married yet still posting thirst traps online 2️⃣ She is clearly ADVERTISING herself for someone; someone who is NOT the husband (the husband already has her!) 3️⃣ Further, she is bragging about what she is able to get her husband to do and how easy she has it (i.e., he is way more invested in her than she is in him) Many men assume that, “The easier and more comfortable I make life for my woman, the more indebted to me she’ll be for all that comfort and ease, the more grateful she’ll be for how spoiled rotten I’ve made her, and the less motivation she’ll have than ever to look for other guys!” This assumption is based on one very WRONG misunderstanding of women, however: That what women really want is ‘stuff’. Material comforts. ‘Nice things’. It is easy for men to get this misunderstanding, because women will constantly tell you they DO want ‘stuff’. Just like how children will tell you they want stuff: • “I want this present!” • “Will you buy me that gift?” • “A new version of that came out! Can we get it?” But if you spoil a child rotten, that does not make the child ‘forever grateful’ to you. Likewise, spoiling a woman rotten does not make her forever grateful either. The harsh reality is a woman’s loyalty has NOTHING to do with how much or how little you spend on her. You can spend on her if you want to and if it makes you feel good. But you should treat it like charity; it is like giving alms to the poor. That is, it is not an action you should expect anything back from. You can spoil her rotten but still have her posting thirst traps online, showing herself off and advertising for other men. (In this chick’s other videos, she shows herself getting a nose job, and looking at the camera flirting and ignoring her man even when he is on camera next to her paying her attention. This husband is a placeholder.) Likewise, you can spend nothing on her at all yet have her be fiercely devoted to you. If you want a woman to actually be LOYAL to you: ✅ She needs to do things for YOU. She needs to work hard in the relationship. She needs to invest in it. She needs to be putting thought into how she is going to keep you satisfied. ✅ She needs to be getting it from you hard enough in the bedroom that she is so sexually sated she doesn’t even want to think about other men or feel any need to bother to act outwardly flirtatious in public to entice other men in. ✅ She needs to be at least a little more attentive to you than you are to her. There is no such thing as ‘true equality’ except in the imagined world of Platonic ideals. In reality, someone will always be working a little harder to gain the other’s attention. For an actual healthy relationship, the one working a little bit harder MUST BE the woman! Again: buy her stuff if you really want to. But, like spoiling a child rotten, don’t delude yourself thinking that, “If I keep her comfortable enough, she’ll be so happy and loyal!” There is ZERO relationship between “spending on her” and “keeping her in-love and loyal.” These two things are completely unrelated. Her devotion stems from her feeling invested in you, not the reverse.

Girls Chase 🏃‍♀️💨

37,276 просмотров • 6 месяцев назад