Meta Vibes for AI creators
Vibes is Meta's AI-only short-form feed in Meta AI. Remix clips and cross-post to Reels/Stories. Early models: Midjourney and Black Forest Labs.
8 min read
Why Sora ended, facts only
OpenAI shut the Sora app on 26 Apr 2026 and the API on 24 Sept 2026. Reasons below are OpenAI's help page and named reporting, not guesses.
8 min read
GPT-6 Astra will not make your videos
Astra does not generate video, image, or audio. It is OpenAI's computer-use model; use Veo, Seedance or Kling for clips.
10 min read
How to pick a lipsync model
Pick a lipsync model by language, face fidelity and whether you need dubs, talking photos or avatar reads.
6 min read
Model finder is a router
Model finder routes by job. It is not a beauty contest leaderboard.
6 min read
Motion control meaning for creators
Motion control in AI video means driving a generated body with a reference performance, useful for UGC ads and product demos.
6 min read
Multi-shot only when beats disagree
Multi-shot earns its keep when each beat does new work. Three angles of the same smile is waste.
6 min read
PixVerse cheap silent vs premium
PixVerse has cheap silent rows and premium bills. Do not demo on premium pricing and ship on a silent cousin without saying so.
6 min read
Price the keep rate not the sticker
Effective cost is sticker times how many generates you throw away. Keep rate is the real budget.
6 min read
Silent plate then score
Generate silent, score with music after, when dialogue is not the point. Native audio is optional, not mandatory.
6 min read
Text to video vs image to video
Text-to-video invents the frame from a prompt. Image-to-video animates a still you already trust. Pick by control, not by hype.
6 min read
Wan 2.6 audio vs Wan 2.7
Wan v2.6 text-to-video can ship native audio. Wan 2.7 catalog rows may not. Read the row, not the family name.
6 min read
Snapchat Spotlight will not recommend wholly AI video
Snapchat said it will no longer recommend wholly AI-generated videos in Spotlight. The generate can still exist; the recommendation slot is what moved.
7 min read
A character sheet before the first video credit
Lock face, wardrobe, palette in stills. Video credits are the expensive way to discover the character drifted.
6 min read
Dreamina is not the only way to run Seedance
Arena entries are named dreamina-seedance-2.x. The model is callable elsewhere. You do not need ByteDance's consumer app to use 2.5.
5 min read
Grok Imagine when the destination is X
When the post lives on X, Imagine's look and the native sharing path can be the point. It is not the general video engine.
6 min read
The Kling app versus Kling 3 on a shared bill
The consumer app is one model family and one subscription. An aggregator bill lets you fail over when Omni is the wrong job.
5 min read
Luma Ray 3: HDR when audio is someone else's job
16-bit HDR 1080p, cheap entry, no native audio. Grade-friendly plates you will score later.
6 min read
Motion control needs a driving clip, not a paragraph
A driving video is the input. Text cannot replace it. If you do not have a performance, you do not have a motion-control job.
6 min read
Native audio versus TTS on the same brief
If the model can speak in-shot, do not generate silent and slap TTS on unless you need a locked brand voice.
6 min read
Runway Gen-4.5 is control, not a one-click model
Motion brush, camera, world consistency. Weak on native audio and arena Elo. A director's tool, not a volume engine.
6 min read
Sora 2's API ends 24 September 2026: where to route
App already gone 26 Apr. API shutdown 24 Sep. Route dialogue to Veo 3.1, references/30s to Seedance 2.5, motion to Kling 3, talking shots to Happy Horse.
6 min read
Which social platforms actually pay for AI video
Earning on social is a counterparty question, not a posting-volume question. Who signs the cheque on YouTube, TikTok, Instagram, X, Snapchat and Threads — and which income model that points to.
8 min read
X's automated-means rule and AI video
Original Content Rewards disqualifies content created or posted using automated means. A model is not automatically a bot.
7 min read
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