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Are collars good or bad? Maybe I should buy more of them ✨ #naruto#
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Okay, the @VulcanBench results for Qwen3.8-Max are in, and it is not what I expected. First, for anyone new to VulcanBench, here's a quick TL;DR on the eval suite: 23 frontier-hard software engineering tasks taken from real merged OSS PRs, run in a Docker sandbox, 3 runs per task across all three of its effort levels. No puzzles, no random abstract stuff, all real things engineering teams would do with these models. It looks like Qwen3.8-Max has a major overthinking problem, it uses a LOT of tokens and is very slow, period, no other way to see it. My cost to run this benchmark was $126.25, to run the exact same eval suite with DeepSeek V4-Flash was only $13.60. This makes Qwen3.8-Max an insanely expensive model. The tasks Qwen genuinely can't solve fail at every effort level, extra reasoning didn't help. The regression is almost all in work it already handles: six tasks that low solves every single time account for 83% of the 26-point drop, three of them collapsing to zero. It's not losing the hard problems. It's losing the ones it already knows how to do. Since Qwen3.8-Max hit a lot of wall clock budget caps, I thought I'd share more about this. - VulcanBench caps both steps (50–200) and wall clock (5–60 min), each scaled by repo size. - This is aligned with how comparable harnesses bound agents, DeepSWE caps rollouts at 100 environment steps, sitting right inside my step range; Terminal-Bench enforces a per-task wall clock; SWE-bench Verified scaffolds typically allow 20–60 min per instance with 250–350 step limits. - Every model on my chart gets the identical budget, and Qwen is the slowest model I've tested at 20–25 min/task. Soooo... Alibaba positions Qwen3.8-Max as trailing only Claude Fable 5. But on the kind of real coding work engineering teams would actually throw at it, under a fixed budget, its best setting lands mid-pack and its default lands last, so common. If you want to optimize for accuracy, Grok 4.5 is the move. If you want accuracy per dollar, DeepSeek V4-Flash is hard to beat, heck it's 10× cheaper than Qwen and you get higher accuracy. Qwen just isn't in the game at this point, this is not a model I could see engineering teams using for daily coding work.
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Resilient. Gritty. Blue Collar. #BillsMafia# |
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A blue collar town that never backs down. We are the Nickel City.
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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#
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There's a one-step way to settle who's really Satoshi, says the man who ran the list where Bitcoin launched: sign with Satoshi's known keys. Craig Wright never could — which is why his claim collapsed. @perrymetzger on the real Satoshi, with @VladCostea on @BTCTKVR 🔽
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We livestreamed on a freakin coral reef! 🦈 This unlocks new live adventures for Alveus and conservation collabs! Tech video coming on the Alveus’ YouTube soon!
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JUST IN: BitMart's crypto token $BMX collapses over 60% after the exchange announces it is shutting down.
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ELON JUST EXPOSED LEGACY MEDIA AGAIN In the latest Economist interview, the editor-in-chief tried the usual line: “People loathe you.” Elon’s response was perfect: “More people like me than don’t. Far more people hate you and the media than you realise.” That’s the quiet part out loud. Legacy media has spent years pushing distorted narratives, selective outrage, and outright misrepresentations about Elon — and it’s not working the way they think it is. People see through it. The constant framing, the loaded questions, the attempt to turn every achievement into a threat… it’s gotten so predictable it’s almost comical. Elon didn’t need a long speech. He just pointed out the obvious: the public’s trust in legacy media is collapsing, and they still act like they hold the moral high ground. The more they attack him, the more transparent their bias becomes.
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