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🍰 BrownDust2 | Arines’ Birthday 🎉 It’s the birthday of Arines, the Rookie Mercenary Priest! 🎉 “Yay! Is that a birthday present for me? Thank you, I’ll gladly take it. But… it feels a bit unfair if I’m the only one getting something. Is there anything you need? Maybe an enhancing spell... Or how about some love advice instead? I may not look like it, but I’m pretty good at it. I’m basically a pro matchmaker, you know? ...Huh? You’re… interested in me? I don’t hate the idea, but… you really do have unique taste.” Maybe the best gift for Arines is finally sharing that love problem you’ve been keeping to yourself. 💌 We hope you enjoy a lovely day getting love advice from Arines and spending some time together! 💖 #HappyBirthday# #Arines#

📅 BrownDust2 | December Birthday Calendar It’s time to celebrate our favorite characters with December birthdays! Share your best wishes and help us fill the month with joy, surprises, and unforgettable memories. Let’s make this December extra special together! 🎂🎉 #Refithea# #Layla# #Eleaneer# #Emma# #Ventana# #Kry# #Arines# #Liberta#

Videos like this get millions of views — and I’m giving you the exact prompt for free. Seedance 2.0 Prompt: 【Style】Epic Zodiac Clash, Live-Action VFX, Infernal Force vs Sacred Judgment, Gritty Battle-Worn Visual Quality, High-Speed Photography, Realistic Physical Destruction, Premium Fantasy Blockbuster. 【Duration】15 seconds 【Scene】A colossal ruined tribunal arena split between two powers. On the left, a scorched battlefield corridor of shattered iron, burning horned gates, cracked red stone, drifting embers, and impact craters. On the right, a sacred marble court with fractured pillars, floating scale fragments, luminous white floor sigils, suspended dust, and pale divine light. In the center, a broken judgment platform where red infernal force and silver-white sacred law collide. 【Characters (Humanized Description)】 Aries Champion: A brutal crimson warlord in black-red armor with broken horn motifs, broad shoulders, and a violent forward-driving presence. His armor glows through cracked magma-red seams, and he fights with a heavy Ram Breaker, a short brutal horned battering weapon of black metal, molten red fractures, and crushing close-range force. Libra Champion: A calm sacred judge-warrior in silver-white ceremonial armor with symmetrical scale motifs, flowing pale fabric elements, and a cold expression of absolute control. Faint golden-white law sigils orbit around his body. He fights with a Balance Blade, a long elegant double-edged sword of white metal and luminous gold lines, perfectly symmetrical, precise, and severe. [00:00-00:05] Shot 1: Zodiac Awakening and Hero Introduction. Wide-angle / cinematic reveal shots. 【Aries Side】The camera opens on the Aries Champion standing inside a corridor of burning horned gates. He crushes a tiny glowing zodiac orb in his hand, the Aries symbol burning inside it. A violent red shock runs through his arm and instantly forges the Ram Breaker. Behind him, shattered iron gates slam open one after another, embers blasting through the air, and the cracked red stone floor fractures outward under raw impact pressure. 【Libra Side】The camera cuts to the Libra Champion standing in the sacred court. He crushes a tiny glowing zodiac orb in his hand, the Libra symbol shining inside. Rings of pale golden law-light unfold around his arm and instantly forge the Balance Blade. Behind him, the tribunal floor ignites with giant symmetrical scale sigils, and broken marble fragments slowly rise and hold in perfect balance in the air. [00:05-00:10] Shot 2: Fast Zodiac Close-Range Combat. Rapid action cuts, tight readable impacts. 【Action Design】Aries attacks first with brutal head-on force, driving forward with crushing short-range swings of the Ram Breaker. Libra remains composed, redirecting the attacks with precise sword angles, sliding parries, and severe counter-cuts. They exchange two to three clean close-range clashes. Aries uses explosive body-weight blows; Libra answers with balanced exactness and punishing timing. 【Physical Feedback】Each collision between Ram Breaker and Balance Blade creates violent impact feedback: sparks, red shock fractures in the floor, silver-white law flashes, shattered marble dust, and short pressure bursts ripping through the arena. Aries cracks stone with every hit; Libra’s counters slice through debris and freeze the momentum of the fight with impossible precision. [00:10-00:15] Shot 3: Ultimate Release and Final Winner Reveal. Extreme long shot / catastrophic judgment collision. 【Aries Ultimate】The Aries Champion slams the Ram Breaker into the ground and opens a corridor of colossal burning horn gates behind him. Through them surges a gigantic Infernal Ram Force, a compressed battering mass of horned red-black energy, fire, shattered iron, and unstoppable forward pressure, charging in a straight line to obliterate everything ahead. 【Libra Ultimate】The Libra Champion raises the Balance Blade and summons a massive Celestial Judgment Scale above the battlefield, a giant radiant structure of white-gold law, floating in the sky like a divine execution device. Two enormous luminous balance arms extend outward, and a colossal vertical judgment blade of pure law-light forms at the center. 【Clash】The Infernal Ram Force charges directly into the tribunal center, but the Celestial Judgment Scale activates first. Time seems to lock for one split second. The scale tilts, then snaps into perfect equilibrium, pinning the red force in place. The central judgment blade descends with overwhelming precision and splits through the Infernal Ram Force and the Aries Champion’s entire attack line. The battlefield erupts in a massive cross-shaped burst of red embers, white-gold law light, shattered iron, and broken stone. 【Ending】Libra wins. As the destruction clears, the horn-gate corridor has completely collapsed into burning debris. The Aries Champion is defeated and erased beneath the judgment impact. The Libra Champion remains standing alone at the center of the tribunal platform, sword lowered, surrounded by floating fragments of balanced marble and fading golden scale-light. The final frame holds on Libra as the victorious sign of absolute judgment. 【Audio】No dialogue. Quiet epic background music with a slow cinematic rise, restrained sacred choir texture, low percussion, and a victorious divine finish. Sound design emphasizes iron gate impacts, battering force, blade collisions, sacred law resonances, marble shattering, pressure bursts, and the final overwhelming judgment strike. #Seedance2# #AiVideo#

XTruth Integrates with OKX Onchain Outcomes to Provide Onchain Result Adjudication for World Cup Prediction Markets Summary XTruth has now integrated with OKX Onchain Outcomes, providing result submission, dispute resolution, and onchain settlement support for its World Cup prediction markets. OKX Onchain Outcomes serves as the infrastructure for this edition's official OKX World Cup prediction event. The first batch of markets covers six major categories — including overall champion and Golden Boot — as well as all 104 individual matches throughout the tournament. XTruth: Bringing Real-World Outcomes Onchain, Credibly XTruth is an open optimistic oracle deployed on X Layer, focused on solving one problem: how to credibly submit and settle clearly defined, verifiable real-world event outcomes onchain. Every prediction market needs a clear final outcome. Under XTruth's mechanism, a proposer submits an event result according to preset rules, while other participants can verify the proposal during a dispute window and challenge incorrect results. If a proposal goes unchallenged during the dispute period, the result moves to final settlement; if a dispute arises, it's handled according to the protocol's adjudication process. All proposals, challenges, and settlement records are recorded onchain and are publicly verifiable. XTruth also uses economic incentives to encourage community participation in result adjudication. Proposers who submit correct results earn adjudication rewards, while disputers who successfully challenge incorrect proposals can earn rewards according to protocol rules. The first round of community proposer recruitment has been completed, and the initial cohort of participants has already begun submitting and verifying match results in World Cup–related markets, earning OKB rewards in the process. Shortening Settlement Cycles for Time-Sensitive Markets Traditional optimistic oracles typically set relatively long dispute periods. Once a proposal enters the dispute process, the market may also need to wait for additional voting or adjudication time. For sporting events, results are usually clear shortly after the match ends, and users want markets to settle as quickly as possible. For these time-sensitive scenarios with clearly defined outcomes, XTruth supports configuring dispute periods as short as a few minutes, reducing the wait time from result submission to final settlement. A shorter dispute period doesn't mean skipping verification. Proposers still must submit results according to the rules and data sources predetermined by the market, and disputers can still challenge incorrect proposals within the allotted time. XTruth aims to strike the right balance between settlement efficiency and result reliability for high-time-sensitivity markets. Beyond Sports: Expanding into More Real-World Scenarios Sports isn't the only application XTruth is built for. As long as an outcome is clearly defined, the data source is well established, and a verifiable conclusion is possible, the same mechanism can be applied to macroeconomic events, onchain metrics, and entertainment data, among other scenarios. For example, whether a central bank rate decision resulted in a rate cut, whether a given chain's TVL exceeded a preset threshold at a specific point in time, or whether a film's opening-weekend box office (per a specified data source) hit a target figure — all of these can be defined as events requiring onchain adjudication. Such markets need to clearly specify, at creation, the object being observed, the data source, the measurement methodology, and the deadline. XTruth is then responsible for supporting result submission, dispute resolution, and final settlement. Exchange OS is an open protocol for the X Layer ecosystem. For prediction markets and dApps that require real-world result adjudication, XTruth plans to offer standardized oracle integration capabilities. Airdrop Season 1 Is Now Live XTruth Season 1 has officially launched, with a total ecosystem incentive pool of 5 million XTR allocated this season to reward participants who make meaningful contributions to the ecosystem. After completing basic tasks and qualifying for participation, users can get involved in three ways: joining the Hook x World Cup Hackathon to build a V4 Hook; completing designated tasks during the BillionLive World Cup season; or deploying and trading tokens on Eulr. For detailed task requirements, contribution calculation methods, and reward distribution rules, please visit: Becoming X Layer's Real-World Result Adjudication Layer XTruth's goal is to become the result adjudication layer connecting onchain markets with real-world events across the X Layer ecosystem. Starting with World Cup prediction markets, XTruth will continue to validate its open result submission, community challenge, and onchain settlement mechanisms. As more integrations come online, an expanding range of clearly defined, verifiable real-world events will be able to be asserted, verified, and settled on X Layer. XTruth 接入 OKX Onchain Outcomes，为世界杯竞猜市场提供链上结果裁定 XTruth 现已接入 OKX Onchain Outcomes，为其世界杯竞猜市场提供结果提交、争议处理与链上结算支持。OKX Onchain Outcomes 是本届 OKX 世界杯官方竞猜活动的基础设施。首批市场覆盖总冠军、金靴等六类主题，以及贯穿整届赛事的 104 场单场比赛。 XTruth：将现实结果可信地写入链上 XTruth 是部署于 X Layer 的开放式乐观预言机，专注于解决一个问题：如何将定义清晰、结果可验证的现实世界事件可信地提交并结算到链上。 每一个预测市场都需要明确的最终结果。在 XTruth 的运行机制中，proposer 根据预设规则提交事件结果，其他参与者可以在争议期内核验提案，并对错误结果发起挑战。如果提案在争议期内未被成功挑战，该结果将进入最终结算；如果发生争议，则按照协议设定的裁定流程处理。相关提案、挑战和结算记录均在链上留痕，可供公开核验。 XTruth 同时通过经济激励鼓励社区参与结果裁定。正确提交结果的 proposer 可以获得裁决奖励；成功挑战错误提案的 disputer 可以按照协议规则获得相应奖励。 第一轮社区 proposer 招募现已完成，首批参与者已经开始在世界杯相关市场中提交和核验比赛结果，并从中赚取okb奖励。 为高时效市场缩短结算周期 传统乐观预言机通常设置较长的争议期。当提案进入争议流程后，市场还可能需要等待额外的投票或裁定时间。 对体育赛事而言，结果通常在比赛结束后迅速明确，用户也希望市场能够尽快完成结算。针对这类结果明确、时效性要求较高的场景，XTruth 支持配置分钟级争议期，以缩短从结果提交到最终结算的等待时间。 更短的争议期并不意味着取消核验环节。proposer 仍需按照市场预先确定的规则和数据来源提交结果，disputer 也可以在规定时间内对错误提案发起挑战。 XTruth 希望在结算效率与结果可信度之间建立适合高时效市场的平衡。 从体育赛事走向更多现实场景 体育并不是 XTruth 唯一面向的应用方向。 在结果定义清晰、数据来源明确且具备可验证结论的前提下，同一套机制还可以用于宏观事件、链上指标和娱乐数据等场景。例如，某次议息会议公布的目标利率是否下调、某条链在指定时间点的 TVL 是否超过预设数值，或某部影片按指定数据源统计的首周末票房是否达到目标，都可以被定义为需要链上裁定的事件。 这些市场需要在创建时明确观察对象、数据来源、统计口径和截止时间。XTruth 则负责支持结果提交、争议处理与最终结算。 Exchange OS 是面向 X Layer 生态的开放协议。对于需要现实结果裁定的预测市场和 dApp，XTruth 计划提供标准化的预言机接入能力。 Airdrop Season 1 已开启 XTruth Season 1 现已启动，本季设置总计 500 万枚 XTR 的生态激励额度，用于回馈对生态作出有效贡献的参与者。 用户完成基础任务并获得参与资格后，可以通过三类方式参与：参加 Hook x World Cup Hackathon 并构建 V4 Hook；在 BillionLive 世界杯赛季中完成指定任务；或在 Eulr 上部署和交易代币。 具体任务要求、贡献计算方式及奖励分配规则请查看： 成为 X Layer 的现实结果裁定层 XTruth 的目标，是成为 X Layer 生态连接链上市场与现实事件的结果裁定层。 从世界杯竞猜开始，XTruth 将继续验证开放式结果提交、社区挑战和链上结算机制。随着接入场景增加，更多定义清晰、结果可验证的现实事件，将能够在 X Layer 上被断言、被核验并完成结算。 #Xtruth# #OKX# #Xlayer#

Why did xAI hand over a 220,000-GPU cluster to Anthropic? The technical backdrop to xAI's decision to hand Colossus 1 over to Anthropic in its entirety is more interesting than it appears. xAI deployed more than 220,000 NVIDIA GPUs at its Colossus 1 data center in Memphis. Of these, roughly 150,000 are estimated to be H100s, 50,000 H200s, and 20,000 GB200s. In other words, three different generations of silicon are mixed together inside a single cluster — a "heterogeneous architecture." For distributed training, however, this configuration is close to a disaster, according to engineers familiar with the setup. In distributed training, 100,000 GPUs must finish a single step simultaneously before the cluster can advance to the next one. Even if the GB200s finish their computation first, the remaining 99,999 chips have to wait for the slower H100s — or for any GPU that has hit a stack-related snag — to catch up. This is known as the straggler effect. The 11% GPU utilization rate (MFU: the share of theoretical FLOPs actually realized) at xAI recently reported by The Information can be read as the numerical fallout of this problem. It stands in stark contrast to the 40%-plus MFU figures achieved by Meta and Google. The problem runs deeper still. As discussed earlier, NVIDIA's NCCL has traditionally been optimized for a ring topology. It works beautifully at the 1,000–10,000 GPU scale, but once you push into the 100,000-unit range, the latency of data traversing the ring once around becomes punishingly long. GPUs need to churn through computations rapidly to keep MFU high, but while they sit waiting endlessly for data to arrive over the network fabric, more than half of the silicon falls into idle. Google sidestepped this bottleneck with its own custom topology (Google's OCS: Apollo/Palomar), but xAI, by my read, has not yet reached that stage. Layer Blackwell's (GB200) "power smoothing" issue on top, and the picture comes into focus. According to Zeeshan Patel, formerly in charge of multimodal pre-training at xAI, Blackwell GPUs draw power so aggressively that the chip itself includes a hardware feature for smoothing power delivery. xAI's existing software stack, however, was optimized for Hopper and does not understand the characteristics of the new hardware; when it imposes irregular loads on the chip, the silicon physically destructs — literally melts. That means the modeling stack must be rewritten from scratch, which in turn means scaling is far harder than most of us imagine. Pulling all of this together points to a single conclusion. xAI judged that training frontier models on Colossus 1 simply was not efficient enough to be worthwhile. It therefore moved its own training workloads wholesale onto Colossus 2, built as a 100% Blackwell homogeneous cluster. Colossus 1, on the other hand — whose mixed architecture is far less crippling for inference, which parallelizes more forgivingly — was leased in its entirety to an Anthropic that desperately needed inference capacity. Many observers point to what looks like a contradiction: Elon Musk poured enormous capital into building Colossus, only to hand the core asset over to a direct competitor in Anthropic. Others read it as xAI capitulating because it is a "middling frontier lab." But these are surface-level reads. Look at the numbers and a different picture emerges. xAI today holds roughly 550,000+ GPUs in total (on an H100-equivalent performance basis), and Colossus 1 (220,000 units) accounts for only about 40% of the total available capacity. Colossus 2 — built entirely on Blackwell — is already operational and continuing to expand. Elon kept the all-Blackwell homogeneous cluster (Colossus 2) for himself and leased out the older, mixed-generation Colossus 1. In other words, he handed the pain of rewriting the stack — the MFU-11% debacle — to Anthropic, while keeping his own focus on training the next generation of models. The real point, then, is this. Elon's objective appears to be positioning ahead of the SpaceXAI IPO at a $1.75 trillion valuation, currently floated for as early as June. The narrative SpaceXAI now needs is that xAI — long the "sore finger" — is not merely a research lab burning cash, but a business with a "neo-cloud" model in the mold of AWS, capable of leasing surplus assets at high yields. From a cost-of-capital perspective, an "AGI cash incinerator" is far less attractive to investors than a "data-center landlord generating cash." As noted above, the most important detail of the Colossus 1 lease is that it is for inference, not training. Unlike training, inference requires far less tightly synchronized inter-GPU communication. Even when the chips are heterogeneous, the workload parcels out cleanly across them in parallel. The straggler effect — the chief weakness of a mixed cluster — is essentially neutralized for inference workloads. Furthermore, with Anthropic occupying all 220,000 GPUs as a single tenant, the network-switch jitter (unanticipated latency) that arises under multi-tenancy disappears. The two sides' technical weaknesses end up complementing each other almost exactly. One insight follows. As a training cluster mixing H100/H200/GB200, Colossus 1 was an asset that could only deliver an MFU of 11%. The moment it was handed over to a single inference customer, however, that asset transformed into a cash-flow asset rented out at roughly $2.60 per GPU-hour (a weighted average of the lease rates across GPU types). For xAI, what was a "cluster from hell" for training has become a "golden goose" minting $5–6 billion in annual revenue when redeployed for inference. Elon's genius, I would argue, lies not in the model but in this asset-rotation structure. The weight of that $6 billion becomes clearer when set against xAI's income statement. Annualizing xAI's 1Q26 net loss yields roughly $6 billion in losses per year. The $5–6 billion in annual revenue generated by leasing Colossus 1 to Anthropic, in other words, almost perfectly hedges xAI's loss figure. This single deal effectively pulls xAI to break-even. Heading into the SpaceXAI IPO, this functions as a core line of financial defense. From a cost-of-capital standpoint, if the image shifts from "research lab burning cash" to "infrastructure tollgate stably printing $6 billion a year," the entire tone of the offering can change. (May 8, 2026, Mirae Asset Securities)

A life devoid of productivity and genuine meaning ought to be empty and insignificant for the modern individual. : The author asserts that for the modern individual, a life lacking both productivity and genuine meaning should feel profoundly empty and insignificant. This is not a moral judgment but a statement of psychological and existential reality. In an era where self-realization and contribution are central to personal identity, mere survival or passive consumption no longer suffices. Productivity here means the active creation of value, whether through work, relationships, art, or service. Genuine meaning arises when that productivity is aligned with deeper purpose. When both are absent, life loses its weight and luster. The individual senses a void that no external distraction can fill. This serves as a quiet challenge. It reminds us that modern freedom and opportunity carry a corresponding responsibility: to live deliberately, to create, and to invest our time in what truly matters. A life without productivity and meaning is not merely unfortunate; it is, in the author’s view, incompatible with the dignity and aspirations of the contemporary human being.

真島さん！！！！！！ お誕生日おめでとうございますm(_ _)m 一番好きです❤️ 毎日真島さんの顔ハンガーを拝んでいます♡ ありがとー！！！！！！ 誕生してくれてありがとう！！！！！ #おめでとう真島吾朗#

First video of LK-99 Full Levitation, aka flux-pinning This video was just posted to the Chinese video-sharing site BiliBili and claims to be a highly pure synthesized sample of LK-99. What is the physical phenomenon behind this and what does it mean? Levitation of superconducting materials is a phenomenon unique to what is called Type-II superconductors, and is an effect whereby magnetic field lines becomes 'trapped' as it passes through the material, providing the force needed to levitate. These are the popular images and videos of cryogenically-cooled discs floating above a magnet frequently seen online and in the pinned post on my profile. You can think of this like strands of hair being caught in gum - the gum is suspended in mid-air by adhering strongly to the hair as the hair passes through it. The hair in this case is magnetic field lines and the gum is the Type-II superconductor. Just like hair comes in individual strands, or in other words hair is 'quantized' or 'discrete', so is the flux trapped at the 'pinning centers' quantized in what are called 'magnetic vortices' - the quantization of pinned flux lines is a key property and distinguishing characteristic of Type-II superconductors (although technically can occur in Type-I superconductors if the material thickness is smaller than the London penetration depth, which is indeed very small - specifics for the physics nerds out there). Flux-pinning is entirely unique to superconductors and is also wholly distinct from the Meissner effect. It is not a property of diamagnets or diamagnetism. At @TRIUMFLab I contributed to flux-pinning studies in Niobium crystal superconducting radio-frequency cavities used for particle acceleration. In that application, trapped flux poses an issue by increasing the remnant surface resistivity of the cavity, which has the effect of decreasing its effective quality factor or Q-factor, which is a measurement of a resonators efficiency. SRF cavities typically have Q-factors of 10E10 and trapped flux at pinning centers reduces the maximum effective accelerating electric field used to drive charged particle bunches close to the speed of light. Flux pinning is thought to arise in some Type-II superconductors by small imperfections in the crystal, also called volume defects, that enable flux to penetrate the material. In SRF cavities an issue that arises is any magnetic field that is passing through the material, e.g. by the Earth's background field, can become pinned or trapped inside the cavity as it transitions into a superconducting state. See some attached plots in the comments from a study showing how the surface resistivity of SRF cavities increases the more there is a background field as the cavity transitions into superconducting state. This is the first video I am aware of that claims to show the flux-pinned levitation of a LK-99 sample. If this is in fact what is happening, then it is a very unique and promising finding of this new materials properties and potential for future study. If this is real then it is truly ground-breaking