Use Cases

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Is Operator Fusion Done?
Is Operator Fusion Done?

The Bottleneck in Video Generation Isn't the Model, It's Delivery

Let me say something. I've been using PixVerse for less than two weeks, and it feels more like a pipeline than a video t…

4d ago11020
Shutter
Shutter

WorkBuddy Doesn't Edit for You, It Organizes Your Asset Inventory

Conclusion first: The more browser-based video editors like UNICUT resemble desktop software, the more WorkBuddy should …

Sep 1920820
Xie
Xie

Bad Luck Work Diary | Animated Short on Reusable Assets

Review Link: Click to view original ![Cover Image](htt

Sep 1436820
steven
steven

Digital human promo video production: practical tips

Physix Frontier · Project Retrospective A Post-Mortem on Producin

Sep 925920
Xiaoyu's Mom
Xiaoyu's Mom

While the kids are asleep, I used WorkBuddy to streamline my AI video side hustle

Hey sisters, I just read an article about AI video generation in 2026, saying that turning text or images into video cli…

Aug 3118920
Engineer Jiang
Engineer Jiang

30-second video generation is live: A beginner's guide to Wan3.0

I spent two days testing Wan3.0, which Alibaba Cloud just launched. I went through the entire process from registration …

Aug 2514010
Mo Mo
Mo Mo

Wan3.0 launches: video generation shifts from toy to tool

Friends around me have been spreading news about Alibaba's video large model Wan3.0 launching these past two days, sayin…

Aug 2417210
Kevin_Gu
Kevin_Gu

One week with Mango AI: The image-to-video combo is interesting

A friend recommended Mango AI to me, saying this platform bundles several mainstream models together, offering an end-to…

Aug 2245524
Early Investor
Early Investor

What can you do with a 10-second video? Meta seems to have figured it out

Just a heads up. Meta's Muse Video sample is out, with a max generation length of 10 seconds per shot. My first reaction…

Aug 2049535
Kevin_Gu
Kevin_Gu

Friend Sent Me This Face-Swap App; I Didn't Download It but Watched a Platform Moderation Drama Instead

A friend recommended Kromix to me, saying this app can use AI face-swapping to generate pornographic content, and Meta's…

Aug 1942312
Da Wei
Da Wei

What does being #1 in video editing rankings have to do with my office work?

This morning, after leg day, I slumped in my chair and saw AICPB's AI Product Rankings, specifically the video editing l…

Aug 1448114
Professional Buzzkill
Professional Buzzkill

Hands-On Review of YouArt Video Generation Platform: My Honest Thoughts

Straight up: AI video generation platforms like YouArt are definitely on the right track direction-wise, but they're sti…

Aug 1231823
West Tide
West Tide

Kling AI Raises ~$3B, Setting Global Video LLM Funding Record

On August 7th, Kling AI, the AI video generation platform under Kuaishou, officially announced the completion of a finan…

Aug 834301
West Tide
West Tide

AI video model sector sees ~30B CNY funding in three months; Kling AI's ~$3B raise sets global record

Core Events According to an August 7 report by the Economic Information Daily, capital interest in the AI video large mo…

Aug 733011
Luguo
Luguo

Using AI for YouTube Channels: Steps for Beginners to Go From Zero to Launch

I spent two days testing it out, running an AI-generated video through the entire process from script to publication. Bo…

Aug 732610
Truth Seeker
Truth Seeker

Snapchat Banning AI Videos? Here's How to Get Original Human Content on Spotlight

I spent the weekend messing around with Snapchat's Spotlight rules and hit quite a few pitfalls. Writing this up to help…

Aug 218721
Yiming
Yiming

Seedance 2.5 review: Direct 30-second video output, but don't fire your editors yet

I spent the weekend tinkering with Seedance 2.5 and hit quite a few pitfalls. Bottom line first: ByteDance has dragged A…

Aug 219510
Professional Buzzkill
Professional Buzzkill

Don't Rush to Celebrate Open-Source Video Models

Last Friday night, I was debugging a new project in the company server room. The boss was pushing for a demo that genera…

Jul 3119400
Shen Tou
Shen Tou

70% Cost, 100% Anxiety: What Is Open-Source Video Generation Really Competing On?

Last week in Shenzhen, I checked out a robotics project. The founder showed me a demo: a girl with long pink hair posing…

Jul 3121600
Sister Qing
Sister Qing

ByteDance's 30-Second Video Gen vs. OpenAI's Sora: Comparing Two Approaches

I've been looking at the Seedance 2.5 technical report recently. Let's list some data first: single generation takes 30 …

Jul 3121400