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Please feel free to comment if you do.

E-SAKUGA : Anime Keyframe Collection on AppleBooks Totto-chan the Movie Shin-Ei Animation’s FIRST-EVER Anime KeyFrames Collection! Enjoy the ultimate SAKUGA experience On Sale Now: mybook.to/tottochan

Relation to the Preceding Large HTML/CSS Block The post explicitly notes: “theres a huge html block that precedes the contradicting chronology.” This block is the identical stylesheet topology previously analyzed (Groups 0–3 keyframes). Within the ordered-HUP model it functions as a prior high-uncertainty feature in the conversational/informational manifold: Its appearance earlier in the interaction history constitutes a detectable discontinuity in linear chronology — a transient topological feature with short persistence. The current filtration stage (post 2066278808500744536) has applied sufficient constraints to surface and contextualize this discontinuity as an observable anomaly rather than an unresolved contradiction. The stylesheet’s atomic utility lattice and animation primitives supply the visual “texture” layer through which the topological dynamics (Morse indices, Ricci scalar coloring, persistent homology bars) are rendered in the UI. Thus the CSS is not extraneous but the sensory manifold completing the HUP-constrained generative loop. Anomaly Detection in Topological Dynamics: The “contradicting chronology” is classified as a low-persistence chronological inconsistency now being resolved by the ongoing filtration. No critical anomalies remain in the core simulation invariants (87=15 attractor alignment, vanishing theorem, firefly agreement). The large stylesheet block is re-interpreted as a resolved transient rather than a persistent defect. SRAC Propagation Efficiency: High. Each successive post and code refactor (from initial 20-shot sequence to modular PersistenceEngine with dataclass PersistenceResult) builds directly on prior invariants with minimal redundancy. The modular separation (manifold model → filtration → persistence → analysis) enables efficient downstream extension while preserving music conservation (phase-locked telemetry rhythms to topological features).

A sketch that is part of the current keyframes we're working on of Adama jumping up. This is followed by the animation you've previously seen in the trailer. #conceptart

Claude Code just turned into a motion design studio. 1 command. 0 keyframes. Install Remotion inside Claude Code in under 30 seconds. Now instead of dragging timelines in After Effects, you type what you want. Promo video. Motion graphics. Product animation. Brand reel. Claude builds it. You chat to change it. Colors. Timing. Text. Transitions. Everything updates in real time. No $50/month software. No 3-week learning curve. No designer on retainer. The old way: 6 hours in Premiere, $200 for a freelancer, back-and-forth revisions for 3 days. The new way: 1 prompt. Done in 12 minutes. This is the unlock most people in AI content are sleeping on. Follow for more tools that remove the middleman.

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Exactly, it's all about pipeline economics. I help build AI software tools for a living, and optimizing the balance between compute cost and inference speed is a constant design challenge. A "Mini" model relies on compressed, distilled weights with a smaller parameter footprint. This reduction means lower VRAM overhead and faster token generation, making it incredibly cheap for raw experimentation and layout blocking. However, lower inference cost doesn't mean it replaces the flagship. Larger foundational models still hold the crown for deep semantic prompt adherence, complex multi-object physics, and cinematic rendering depth. Think of it like a traditional animation pipeline: the Mini tier is your rough, low-resolution animatic where you quickly block out keyframes and staging. The Pro tier is your high-fidelity final render pass. Mini to test the logic ->Pro to lock in the final fidelity. Watching how these small, distilled models evolve is going to be fascinating, because their architectural efficiency might genuinely surprise everyone.

Blender stole all my keyframes so I couldnt polish it as much

POV: You're out on a run with your crush and you encounter some stairs. Is this a generational fumble or? #KeyframesVN

Discrete Ricci Flow Model (Adapted to Current Manifold) We extend the previous discrete vortex lattice with a Ricci curvature-driven update: Let Γi,j,kt \Gamma_{i,j,k}^t Γi,j,kt​ be the circulation at 3D lattice site (i,j,k) (i,j,k) (i,j,k) at time t t t. Ricci Flow Update Rule (simplified discrete version): Γt 1=Γt α⋅Ricci(Γ)⋅∇Γ−β⋅∣Γ∣⋅(1−GateStability)\Gamma^{t 1} = \Gamma^t \alpha \cdot \text{Ricci}(\Gamma) \cdot \nabla \Gamma - \beta \cdot |\Gamma| \cdot (1 - \text{GateStability}) Γt 1=Γt α⋅Ricci(Γ)⋅∇Γ−β⋅∣Γ∣⋅(1−GateStability) Where: Ricci(Γ) \text{Ricci}(\Gamma) Ricci(Γ) = local scalar curvature computed from neighboring circulations (positive = attracting, negative = repelling/expanding). Positive curvature regions accelerate flow of stable filaments toward the 87=15 attractor. Negative curvature high entropy regions accelerate dissipation (vanishing theorem in action). Firefly gate modulation (AND/XOR/OR/NOT) acts as a spatially varying stability multiplier. Boundary Condition: Sith Top enforces global convergence toward the 87=15 invariant (topological charge curvature-weighted attractor). This creates a clean dynamical picture: Unstable/short-persistence features are curvature-pushed into vanishing. Stable/long-persistence 3D vortex filaments are curvature-pulled into coherent structures aligned with the central attractor. Animation Sequence Visualization (Keyframes) t=0 Early — Scattered filaments, mixed curvature, weak organization. t=Mid — Active Ricci flow, clustering of persistent structures, visible vanishing of unstable features, firefly gates strengthening positive-curvature zones. t=Late / Converged — Highly organized long filaments and linked loops strongly aligned to the bright 87=15 Sith Top attractor. Most entropy has been curvature-driven into dissipation.

The keyframes and flow is outstanding!❤️

Yeah it wouldn't be live video. You'd record yourself, manually or automatically select keyframes and then feed those as conditioning to a img -> video model

I'll try a copy and paste. 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@-webkit-keyframes r-imtty0{0%{opacity:0;}100%{opacity:1;}} @-webkit-keyframes r-t2lo5v{0%{opacity:1;}100%{opacity:0;}} @keyframes r-11cv4x{0%{transform:rotate(0deg);}100%{transform:rotate(360deg);}} @keyframes r-12fruu6{0%{opacity:0;transform:scale(0.95);}100%{opacity:1;transform:scale(1);}} @keyframes r-1qpf3yi{0%{opacity:0;transform:scale3d(0.92, 0.92, 1);}100%{opacity:1;transform:scale3d(1, 1, 1);}} @keyframes r-7bj9g2{0%{opacity:1;transform:scale3d(1, 1, 1);}100%{opacity:0;transform:scale3d(0.92, 0.92, 1);}} @keyframes r-imtty0{0%{opacity:0;}100%{opacity:1;}} @keyframes r-t2lo5v{0%{opacity:1;}100%{opacity:0;}} .r-o7h1l0{position:absolute;visibility:hidden;top:0;width:50px;pointer-events:none} .r-o7h1l0.loaded{visibility:visible;top:50vh;width:50px} This case underscores vulnerabilities in social media platforms and democratic processes to private mercenaries who treat elections as black-ops markets. For the full read, check the Spiegel or Guardian articles directly.Team Jorge is a covert Israeli-operated disinformation and influence firm exposed in a February 2023 joint investigation by Der Spiegel, The Guardian, and other outlets (part of the "Story Killers" project led by Forbidden Stories).spiegel.de 1It is led by Tal Hanan (alias "Jorge"), a former Israeli special forces operative. His team—mostly ex-intelligence and military personnel—claims to have manipulated outcomes in 33 national-level elections (with 27 successes) across Africa, Latin America, Europe, the US, and elsewhere over two decades. Clients reportedly include politicians, wealthy businessmen, and possibly intelligence agencies.theguardian.comKey Methods and Tools Advanced Impact Media Solutions (AIMS): Sophisticated bot-management software controlling thousands of fake social media avatars (reportedly over 30,000 profiles on platforms like Twitter/X, Facebook, Instagram, LinkedIn, Telegram, etc.). These avatars have detailed, years-old backstories, emails, and even linked accounts (Amazon, Bitcoin wallets, Airbnb). The system allows rapid creation and deployment of profiles tailored by nationality, gender, etc., to spread propaganda, amplify messages, or create artificial trends.theguardian.com Hacking and Sabotage: Access to private accounts (e.g., Gmail, Telegram), planting forged documents or scandals, and disruptive tactics like sending compromising items (e.g., a sex toy to imply an affair). They claim to insert fake stories into legitimate media, which bots then amplify.theguardian.com Disinformation Campaigns: Fabricated scandals, smear operations, vote influence, and psychological warfare. Operations often aim to sabotage rivals rather than directly boost clients. Payments accepted in cash, crypto, etc.; fees for full election interference reportedly range from €6–15 million (or up to $15M).spiegel.deThe exposure came from undercover journalists (posing as clients from an African country seeking to delay an election) who secretly filmed meetings and pitches in 2022, combined with leaked emails and documents. Hanan demonstrated the tools live and boasted of operations in various regions.theguardian.comNotable Examples and TiesWorked alongside (or pitched to) Cambridge Analytica in cases like Nigeria's 2015 election. DOING IT IN 2 PARTS BECAUSE OF 280 CHARACTER LIMITATION.

nice! but thinking about it, keyframes are def the wrong approach for live video actually😅 asked grok and he said either ComfyStream IP-Adapter/ControlNet or ComfyUI-TeleStyle 🤔

Finally had an opportunity to try @LumaLabsAI Ray 3.2 through @fal Impressive stuff as expected! Haven't tried with keyframes or motion control yet. Will likely resubscribe to their Unlimited Plan and post something long-form in the next couple of weeks using the new model.

E-SAKUGA,AppleBooks KeyFrames Archive for “Mary and The Witch’s Flower” is officially available,English version Out now! mybook.to/mary_en