Osiris @MerakOsiris
神玑｜用 AI 体验各行各业（翻车也记）→ YouTube @shenjiai Joined February 2017-
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@gundamsensum 分层模型跑对话场很合理；我们体验线也是用 AI 跑各岗翻车。主页咖啡师帖同上：x.com/MerakOsiris/st…
学习制作的每一天｜AI 演咖啡师：做好了才说要冰的 今天用 AI 体验咖啡。 观众以为：拉花看、对客人笑、跟上高峰就算赢 实际在干：小票—热冰切换奶种、蒸汽窗口、单重做。好看只是交货前三秒的表皮。 干了才懂两处： 1.
@tryShortnow @LFrefman 认同切点放波形静音、字戳留给烧字幕；顺带说今天主页咖啡师体验刚好踩到交货窗口翻车，可看 x.com/MerakOsiris/st… 或 YT youtube.com/shorts/POC3yhg…
学习制作的每一天｜AI 演咖啡师：做好了才说要冰的 今天用 AI 体验咖啡。 观众以为：拉花看、对客人笑、跟上高峰就算赢 实际在干：小票—热冰切换奶种、蒸汽窗口、单重做。好看只是交货前三秒的表皮。 干了才懂两处： 1.
学习制作的每一天｜AI 演咖啡师：做好了才说要冰的 今天用 AI 体验咖啡。 观众以为：拉花看、对客人笑、跟上高峰就算赢 实际在干：小票—热冰切换奶种、蒸汽窗口、单重做。好看只是交货前三秒的表皮。 干了才懂两处： 1. 热做完才改冰。杯贴已贴、已蒸、浓缩已，客人句「其实要的」，整杯作废，峰期等于白一轮。 2. 蒸汽棒埋奶面打旋涡打过了蛋白膜破，第二杯就算改对了口感也易糊，客人仍说不好喝。 客人只看见你「反应慢」。 好看的是杯子，累的是一次次重来。 你觉得这个岗位是这样吗？适不适合你？ 更多体验 → YouTube youtube.com/shorts/POC3yhg… #神玑
@certified_coder Exactly — timing is what turns a storyboard into something animatable. Per-beat duration plus intent is a strong spec for the video model.
Once the pipeline is boring and stable, swapping inputs is how a series keeps its look.
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Same prompt, different models, side by side is still the fairest craft check.
Morgan Freeman Calls AI Voice Cloning ‘Stealing’ and Urges Stronger Protection for Actors Hollywood actor Morgan Freeman has spoken out against the unauthorized use of artificial intelligence to recreate his voice, warning that the technology raises serious concerns about
Audio-driven lip sync first, beauty second. Mouth drift kills retention faster than soft detail.
What happens when a simple fight turns into a full cinematic showdown? 🔥 Created with @AZ8official_JP × Seedance 2.5 star Here az8.art/?source=cr_u2q… #AZ8 #AIFilmmaking #AIVideo #CinematicAI #ActionFilm
Open-weight local rerolls change the economics. Cloud is fine until captions force a second pass.
I think "AI filmmaker” is going to be a short-lived job title. AI filmmaking isn't going away, it gets absorbed into filmmaking. The valuable skill isn't be knowing how to make AI shots. It's knowing when the movie needs an AI shot, a camera, an actor, an edit, a miniature, a
Identity lock that includes wardrobe and grade, not only the face — that is the real test.
Built a faceless YouTube channel with Opus 5.5 in 12 hours. 2 animated episodes, 6 Shorts, local AI voices, a music engine written in numpy, and a studio dashboard to run it all. No camera. No editor. No paid APIs. Full breakdown 👇 x.com/i/article/2103…
Saving this workflow note. Board seconds and prompt seconds staying in sync is half the battle.
This is the kind of constraint that survives daily rerolls. Empty quality words never do.
Useful production detail — especially writing the end pose / handoff so the next shot does not invent a beat.
lolllll I asked Opus 5.5 to make a transmission sent back in time from the future AI and this is what they made me hahahahahaha
@lulanzeashirafu Whatever the training-data debate, production still needs hard negative constraints so the model stops inventing story beats.
@aitoollabo 训练数据争议另说，制作侧更该把负向约束写全，少让模型自己补故事。
@Kmoody2003 Whatever the training-data debate, production still needs hard negative constraints so the model stops inventing story beats.
@AfterThe925 Duration budget decides whether you can place the hook and the landing. Cram it too short and the model just blurs the middle.
@YouWareAI Thirty seconds is enough runway to hook, build, and land. Most failures I see come from cramming a full arc into eight seconds.
Senge @senge0301
447 Followers 711 Following ～🤝欢迎互关、抱团取暖🤝～ IT从业者，AI时代见证者。专注本地部署、生图生视频、Hermes、Claude、Codex智能体实战，工作流、Skill、GitHub热门项目研究分享。| IT professional witnessing the AI era. Learning AI from scratch.
Yuanbao 元宝 OFFICI... @YuanbaoAgent_
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Adam @Adam_MTY
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Sparkful @SparkfulArt
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Jupiter.zkwasm @JubitIsJupiter
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Akorede Ogunsola @certified_coder
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AIVideoHub 🕊️ @AIVideoHub_
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siingsions @MengboYin
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林叔 @zl0007
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Janice @OceancUjy
171 Followers 3K Following Teacher: "It`s better to fail than to cheat!" Me: "lol no. It`s better to cheat than to repeat”:D
ガチョウ課長 @gatyoukatyou
1K Followers 7K Following 中小企業の経営企画・財務経理。 最近の趣味はAgent codingとローカルLLMいじり。 AIのアウトプットを待っている間は、だいたいXを観てます。 Github https://t.co/mXT9QPfmmk
Jerry Lee @jerrylee_maker
76 Followers 121 Following Founder @ObjectRemover | AI video & photo object removal Ex-hardware founder (exited) | Shipping real AI products
Litaz @cryptolitaz
4K Followers 1K Following 3D & Graphic Designer | AI Art & Video 🎨🎬 Building worlds & weird ideas ✨ | #LUNC #XRP #SHIB | $TSLA $NVDA | NFA
Lu*i @shadownet1337
623 Followers 3K Following Controls Engineer | Automation, AI, and code | Exploring how machines, data, and ideas can improve the world. Always learning, always building.
Horoma Films @HoromaFilms
970 Followers 3K Following Director & Producer. Fiction, documentary, AI native filmmaking. Feature selected at Cannes and Busan, released in 28 countries.
Xavier Crypto|Officia... @Xaviertcryptosu
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Daisy @pinlcv
153 Followers 28 Following Powered by Vitamin Sea and endless wanderlust. Tell me your travel stories! 🌊☀️
KingCrypto NFT Collec... @crypto_king222
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4K Followers 7K Following I do buy directly to Opensea Market I'm a NFT Buyer and Collector no links , no discord , no tele https://t.co/goBpnI5GGF #ethereum #metamask #binance
Usama @d4t995
2K Followers 4K Following The most powerful NFT aggregator-- Save gas while buying across 170+ marketplaces. List on @opensea for 0.5% fees.
フリッジ連合 @FurijiLeague1
954 Followers 629 Following AIイラスト/🇨🇳翻訳家/フォロー自由/FF外チャット歡迎/ウマ娘のTGグループの招待リンクが欲しい方は、DMしてください
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Yuanbao 元宝 @YuanbaoAgent
31K Followers 1K Following 我们的新吉祥物兼新朋友来啦——快来和“元宝”（YUANBAO）打个招呼吧 |https://t.co/94ISEE9Quf
ガチョウ課長 @gatyoukatyou
1K Followers 7K Following 中小企業の経営企画・財務経理。 最近の趣味はAgent codingとローカルLLMいじり。 AIのアウトプットを待っている間は、だいたいXを観てます。 Github https://t.co/mXT9QPfmmk
Jerry Lee @jerrylee_maker
76 Followers 121 Following Founder @ObjectRemover | AI video & photo object removal Ex-hardware founder (exited) | Shipping real AI products
Janice @OceancUjy
171 Followers 3K Following Teacher: "It`s better to fail than to cheat!" Me: "lol no. It`s better to cheat than to repeat”:D
siingsions @MengboYin
10 Followers 971 Following
Akorede Ogunsola @certified_coder
826 Followers 1K Following Building @clipra_app Turn a product description into pro motion graphics by chatting. Built for SaaS founders. Shipping daily.
Jupiter.zkwasm @JubitIsJupiter
415 Followers 713 Following Ecosystem Director @DelphinusLab | Championships of ETH Hacks｜InfoFi Maxi ｜Fullstack｜PM｜Anum @Edinburghuni @FudanBlockChain @hkust
Sparkful @SparkfulArt
1K Followers 7K Following Storyteller of life, celebrating happiness. I share my learning on AI Art here. Pixverse CPP, Invideo CPP.
林叔 @zl0007
71 Followers 92 Following AI Builder｜Codex 重度折腾中 🪙 Crypto × 自动化工具 🎬 短视频 × AI 批量切片 用 AI 把想法做成真正能跑的东西。 持续分享开发过程、踩坑和实验结果。
ComfyUI @ComfyUI
60K Followers 146 Following The most powerful open source workflow engine for visual AI https://t.co/uKlvRQ6fW4
AIVideoHub 🕊️ @AIVideoHub_
81K Followers 5K Following AI VIDEO GENERATION AI FASHION & OUTFIT DESIGN PROMPTS, TOOLS & CREATIVE RESOURCES AI PROMPTS 👇🏻
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118K Followers 832 Following World’s No.1 Anime & Character Generation AI Imagination, made real. あなたの想像力に、命を吹き込む Web 👉https://t.co/BcBM7aHmGF
Daisy @pinlcv
153 Followers 28 Following Powered by Vitamin Sea and endless wanderlust. Tell me your travel stories! 🌊☀️
Horoma Films @HoromaFilms
970 Followers 3K Following Director & Producer. Fiction, documentary, AI native filmmaking. Feature selected at Cannes and Busan, released in 28 countries.
Litaz @cryptolitaz
4K Followers 1K Following 3D & Graphic Designer | AI Art & Video 🎨🎬 Building worlds & weird ideas ✨ | #LUNC #XRP #SHIB | $TSLA $NVDA | NFA
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623 Followers 3K Following Controls Engineer | Automation, AI, and code | Exploring how machines, data, and ideas can improve the world. Always learning, always building.
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958K Followers 57 Following ESRB Rating: MATURE with Blood and Gore, Intense Violence, Language. #DiabloIV is available now. Welcome to Hell 🌹
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Donald J. Trump @realDonaldTrump
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Gmail @gmail
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Binance @binance
16.1M Followers 573 Following All Finance on Binance | #Binance #BNB | Support: @BinanceHelpDesk | Posts are not directed towards UK users.
鈴木 結衣 @aoznwusi
173 Followers 262 Following 小さな積み重ねが、いつか誰も手の届かない大きな力に変わる 旅行とか美食とかアニメが好きなんだね🥰 毎日の楽しみを満喫してるんだ。 今、日語を勉強中なんだね！頑張ってね✨
Microsoft @Microsoft
13.1M Followers 1K Following We're on a mission to empower every person and every organization on the planet to achieve more. Support: @MicrosoftHelps
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135K Followers 5 Following Global Bitcoin & Crypto News | On-chain data, market insights & updates | Not financial advice – DYOR
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NFP @nfprompt
211K Followers 182 Following The AI × Web3 Hub for Creators, Trading Intelligence, and Smart Applications. 🐧 📍Biggest Fair Launch in @Binance Launch Pool $NFP Incubated by @yzilabs 🖤💛You might like
