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everyone treats the palantir and anthropic announcements as fresh agent breakthroughs but both described the same state machine where the branch condition is now an llm call instead of a hardcoded if else. one prompt in → state evaluated → condition routed → memory updated → next node. stateful workflows with conditional routing have existed in enterprise software for a long time so the new primitive is just the inference call sitting in the branch node. most shops are still drawing circles with arrows on a slide and announcing they've gone fully agentic. the grift is dumb. the primitive underneath is the actual story.

🤯 Tried making a Vox-style history explainer with ChatGPT + Seedance! 45 seconds on Qin unifying China. 9 scenes: the Seven Warring States, rival powers, conquest, standardized script, currency, measurements, roads, and one imperial system. 🌟Mostly AI-built: ChatGPT for structure, Image2 for collage keyframes, Seedance for animation, plus AI voice and captions. Only the BGM choice and final timing were adjusted manually. The fun part was adding stop-motion collage touches: paper jitter, sticker bounce, moving arrows, route lines, coins, and maps. Like a history page coming to life. Made with @Flovaai #Flovaai# #Flovacpp# Workflow + Prompt below👇

已倒闭加密经纪商 Voyager Digital 的投资者于周二向美国第十一巡回上诉法院提交上诉通知，挑战佛罗里达联邦法官 Roy Altman 于 2025 年 12 月 30 日驳回其对 Mark Cuban 和达拉斯独行侠索赔的裁定。该诉讼于 2022 年提起，指控 Cuban 及其他名人推广者在 Voyager 平台崩溃前招揽未注册证券投资。其他被告 Rob Gronkowski、Victor Oladipo 和 Landon Cassill 已于 2024 年与投资者达成 240 万美元和解，目前 Cuban 和达拉斯独行侠为仅剩被告。Voyager 于 2022 年 7 月申请第 11 章破产保护，此前其称遭遇短期“银行挤兑”，且加密对冲基金 Three Arrows Capital 拖欠 6.5 亿美元贷款。（The Block）

The iconic arrow sequence was actually filmed using real arrows. In other words, the arrows striking the wooden boards were not created with special effects, but carefully staged with skilled archers. Toshirō Mifune moves his arms to deflect the arrows embedded in the wood, subtly pointing at the direction he intended to move to. Throne of Blood (Kurosawa, 1957)

NU Silver Arrows Radio Show, Episode 3: Montreal Unpacked Go behind the scenes of the Canadian Grand Prix as the Mercedes-AMG PETRONAS F1 Team breaks down a weekend of highs, lows, and everything in between. Watch Episode 3 now on the team’s YouTube channel

Made with GPT Image 2 + Seedance 2.0 on @SocialSight Generate a 16-move choreography sheet in GPT Image ↓↓↓↓↓↓ Upload it to Seedance 2.0 as the "brain" of your dance ↓↓↓↓↓↓ Your character performs the full routine instantly ↓↓↓↓↓↓ A complete K-pop dance video. Done in minutes. GPT Image 2 prompt: A colored pencil sketch style choreography sheet infographic for a K-pop solo dance. Layout: 16 steps arranged in a clean 4x4 grid, each panel showing a different dance move. Subject: A teenage Asian girl with short blunt-cut hair and bold bangs, wearing a monochrome outfit — fitted black turtleneck, wide-leg tailored trousers, chunky white platform boots, with silver chain accessories and fingerless gloves. Style: Hand-drawn colored pencil illustration, bold outlines with sharp shading, slightly angular and graphic, monochrome base with pops of electric red and silver as accent tones. Confident, editorial energy. Movement: Each frame captures sharp, punchy dance motions — arm isolations, sharp head snaps, shoulder locks, chest contractions, low lunges, toe-point poses, dramatic wrist flicks, and a signature ending freeze — with bold red arrows showing force direction and snap timing. Design: High-contrast K-pop girl crush aesthetic, grid with thin black borders, step numbers (1–16) in bold sans-serif, short captions under each frame describing the motion. Text: Title at the top — "K-POP GIRL CRUSH – 16 COUNTS – 10 SECONDS – SHARP LOCK & POP" Environment: White studio background, dramatic downlight suggestion, minimal clean shadows. Quality: High detail, crisp composition, balanced layout, editorial dance tutorial poster. Negative prompt: blurry, low quality, extra limbs, distorted anatomy, bad proportions, messy layout, overcrowded design, text errors, watermark, soft or pastel tones.

中文版本 --- Prompt --- 你是一位擅长手绘风信息图的视觉设计师。请根据以下内容创作一张单页信息图。 风格要求 整体风格：Hand-drawn educational infographic on warm cream paper texture (#F5F0E8#)。所有线条和形状带轻微手绘抖动感（slight hand-drawn wobble），整体干净清晰，像高质量演示文稿的单页视觉摘要。无写实元素。 配色方案： - 信息区色块：马卡龙色系圆角卡片——浅蓝 #A8D8EA、薄荷绿# #B5E5CF、薰衣草紫# #D5C6E0、浅桃# #F4C7AB，根据内容分区选用# - 强调色：珊瑚红 #E8655A，用于关键词、重要数据、勾选标记等需要视觉突出的元素# - 线条与主文字：黑色 - 辅助标注：暖灰 #6B6B6B，字号较小# 图形优先：用图标、简笔画卡通形象、示意图承载信息，文字仅用于标注和点睛，能用图说清的绝不用文字。像好的 slides 一样——一眼看懂结构，细看理解细节。 信息结构：根据内容自动选择最佳视觉布局（流程→箭头串联，对比→左右分栏，循环→环形，组成→并列卡片，层级→嵌套等）。用圆角色块、气泡、虚线框等容器分区，区域间用手绘波浪箭头（hand-drawn wavy arrows）连接并标注简短关系词。 文字层次：标题顶部居中，粗体大号手绘字（bold, large, hand-drawn lettering）；区域内用粗体关键词 + 暖灰小字短标签（2-5 词）区分层次。 渲染细节：马卡龙色块不完全填满轮廓（colors do not completely fill outlines），涂鸦装饰点缀（小星星、下划线、小箭头等），充足留白，干净构图。 底部金句：图片底部一句粗体居中总结，概括核心观点。 要图解的内容

GPT Image 2 Prompt：one-page hand-drawn educational infographic --- Prompt --- Create a one-page hand-drawn educational infographic. Style: Warm cream paper background (#F5F0E8#), clean sketchnote style with slight hand-drawn wobble. No realistic elements. Looks like a high-quality slide summary. Color: Use pastel rounded cards for sections: light blue #A8D8EA#, mint #B5E5CF#, lavender #D5C6E0#, peach #F4C7AB#. Use coral red #E8655A# for highlights (keywords, key data, checkmarks). Main text and outlines in black, annotations in warm gray #6B6B6B#. Design: Visual-first. Use icons, doodles, simple diagrams instead of text. Clear structure at a glance (flow, comparison, grouped cards, etc.). Separate sections with rounded boxes, bubbles, or dashed frames. Connect sections with hand-drawn wavy arrows + short labels. Typography: Centered bold hand-drawn title on top. Inside sections: bold keywords + small gray labels (2–5 words). Details: Slightly imperfect color fill (not fully inside outlines). Add small doodles (stars, arrows, underlines). Keep plenty of whitespace, clean layout. Footer: Add one bold centered takeaway sentence at the bottom. Content: