Slow cookers: first-last lid on to lid off, insert unchanged
Two stills of the same pot. Interpolate. Do not let the ceramic color drift.
6 min read
Trash bags: first-last empty can, then the seated liner
Two photos. Interpolate. The carton face stays a still with overlay count.
6 min read
Tri-clamp wings close on the ferrule you already shot
Clamp open, then winged shut on the photographed ferrule. First-last. Do not regenerate the ID or the finish.
6 min read
Turntable cars are first-last product turns
Two approved angles. Interpolate.
4 min read
Reading FLUX 3's Arena debut vote count
FLUX 3 debuted at #2 on Arena's text-to-video board on roughly 1,300 votes out of 616,845. Why a debut rank is provisional, and when to re-test a new entrant.
8 min read
FLUX 3 makes Black Forest Labs a video lab
Black Forest Labs trained FLUX 3 jointly on image, video and audio with 20s synced sound. Which Flux still-image workflows should absorb it, and which won't.
7 min read
One model for image, video and audio?
FLUX 3, MiniMax H3, Wan 3.0 and Gemini Omni Flash train all three modalities at once. When one model beats a best-of-breed stack, and three jobs where it loses.
8 min read
The 30-Second Single Take: AI Video's Duration Race
Seedance 2.5 and Wan 3.0 chase 30-second single takes, Flux 3 ships 20s with audio. Why duration is hard to ship, and how to hit 30s on Versely today.
7 min read
Continuation Prompting: Feeding a Model Its Own Last Four Seconds
Continuation prompting explained: hand a model the end of an existing clip plus an instruction for what happens next, and extension becomes direction.
7 min read
Single-Pass Multi-Shot: Directing Cuts Inside One Generation
The unit of AI video generation is no longer one shot. A look at models cutting between angles mid-generation, and why the third cut is usually where it breaks.
7 min read
The Sora API Sunset Is September 24: A Migration Plan
OpenAI shuts the Sora 2 API on September 24, 2026. A migration plan for Sora-shaped video workflows, mapped to Flux 3, Kling 3 Turbo, Grok Imagine, and VEO 3.1.
8 min read
Related topics
Flux 3Short Form Video287AI Video Generator282Brand Video Marketing280Content Creation261Content Marketing196Image To Video175Social Media Strategy150Brand Growth115Credits90Captions73Digital Marketing68Video Generation68Text To Image67AI Advertising64Finishing64First Last Frame64Video Editing59Agent58AI Video58Viral Video Strategy55Free Tools53Business Video51Text Overlay50Character Consistency49Text To Video47Workflows47Instagram Reels46AI UGC45Seedance 2 545Voice Cloning45Native Audio44Content Strategy42Vidu Q341Team Productivity40Seedance38AI Disclosure37Marketing Automation37Image Editing35Product Video35TikTok Marketing35Video SEO35AI Lipsync34VEO 3.134Post Production33Image Generation32Likeness31Text To Speech31Compliance28Ideogram V428Kling 3 Turbo28Trending Videos27Voiceover27Accessibility26Reference To Video26YouTube Shorts26API254K23Client Contracts22Faceless YouTube22Prompting22Qwen Image 3221080p21Model Selection21Picture Lock21Prompt Engineering21Video Prompting21Brand Consistency20UGC Ads20Agency Operations19AI For Creators19Audio Mixing19Kling Omni19Typography19Wan 2.719Ypp Health19Camera Control18Creator Economy18Recreate18Templates18Workflow18Agent Jobs17AI Content Pipeline17AI Video Workflows17Ideogram17Reference Images17AI Music Generator16Bytedance16One Tap Video16Seasonal Content16Talking Head Video16Usage Rights16AI Music15Audience Retention15Color Grading15Creative Testing15Inpainting15Quality Control15Retention15Sound Design15Talking Head15Youtube15AI Content Workflow14AI Dubbing14AI Video Editing14Automation14Grok Imagine14Kling 3.014Likeness Rights14Prompt Adherence14Stills14Temporal Consistency14Veo14Youtube Monetization14AI Video Pricing13AI Voiceover13Analytics13Brand Safety13Content Repurposing13Copyright13Dubbing13Edit Video13Kling13Localization13Sora 213Suno13Tiktok13Wcag13AI Disclosure Rules12Aspect Ratio12Cinematic AI Video12Eu AI Act12Frame Rate12Hook Pack12Hooks12Minimax H312Product Stills12Production Workflow12Seedream 5 Pro12Synthetic Media12Timed Overlays12Upscaling12Vertical Video12Youtube Policy12AI Video Comparison 202611Brand Kit11C2pa11Client Work11Disclosure11Explainer Video11Faceless Youtube Channel11Kling O111Motion Control11Slideshow11Alibaba10Background Removal10Batch Generation10CLI10Content Credentials10Content Operations10Developer10Ltx10Multi Scene AI Video10Platform Policy10Pricing10Pricing Guide10Product Demo Video10Thumbnails10Watch Time10X Monetization10Youtube Analytics10Ypp10AI Artifacts9AI Brand Film9AI Image Generator9AI Policy9Continuity9Creative Operations9Credit Budgeting9Hailuo 2 3 Fast9Image Edit9Image To Image9Licensing9Local Marketing9Luma Ray 29MCP9Model Comparison9Music9Pinterest9Product Photography9Qwen9Short Form Strategy9Thought Leadership9UGC9Video Hooks9Video Typography9AI Avatars8AI Movie Maker8AI Regulation8AI Video Models 20268Caption Styles8Delivery8Happy Horse8Legal8Loudness8Midjourney v78Multi Scene Video8Open-Source AI Video8Recraft8TTS8Upscale8Versely API8Video Localization8A B Testing7Agentic AI7AI B-Roll7AI Content Disclosure7AI Poster Design7AI Product Photography7AI Video Template7API Keys7Assembly7B Roll7Editing7Export Settings7Flow Matching7Founder Led Video7Ideogram 37Kling V37Lighting7Monetization7Multilingual Video7Multimodal AI7Oem Sku7Openai7Originality7Pixverse7Provenance7Runway Gen-47Short Form7Shot Design7Studio Operations7Subtitles7Synthetic Media Disclosure7Tiktok Ads7TikTok AI Video7Troubleshooting7Versely Workflows7Video Accessibility7Video Export7Watermark7720p6Ab Testing6AI Content Label6AI Image Models6AI Sound Effects6AI Video Artifacts6Budgeting6Caption Fonts6Commercial Rights6Creator Monetization6Customer Story Video6Elevenlabs6ElevenLabs v36Event Recap Video6Faceless Channels6Google Veo6Kling 3 Omni6Kling Motion Control6Linkedin6Meta Ads6Open Weights6Overlays6Patient Education Videos6PixVerse v66Print On Demand6Resolution6Series6Silent Video6Snapchat Monetization6Suno V56Text Rendering6Tiktok Shop6Versely Agent6Video Editing Workflow6Wan 2 66Agent Workflows5AI Content Policy5AI Copyright5AI Law5AI Music Video5AI Photo Editor5AI Slideshow Maker5AI Video Models5AI Video Templates5AI Voice5Arena5Article 505Audio5Audio Description5Audio Editing5B2B Video5Consent5Content Provenance5Creator Payouts5Dialogue5Digital Twin Video5Distribution5Elo Rating5Facility Plates5Flux5Flux 2 Max5Gemini Omni5Google5Hailuo 025Hiring5How To5Image Models5Influencer Marketing5Leaderboards5Lip Sync5Listing Photos5LLM Benchmarks5Lora5Midjourney5Minimax5Multilingual Dubbing5Negative Prompts5Personal Brand Video5Quoting5Recruitment Video5Reference Image5Retainer Pricing5Risk Management5Runway5Seedream5Sound Effects5Strategy5Transcription5Trim5UGC Pricing5Veed Fabric5Veo 35Video Extend5Video Workflow5Workflow Assets5Xai5Youtube Shorts Strategy5