Shad

AI Tools & Video Creation | Simplifying AI for creators & brands | Tips, tutorials & trends worth your time | Open to collabs 📩

[Shad @Bundi_Shad]

@GesoraMeshack I’m curious how much control users retain over budgets, targeting, and messaging.

[Shad @Bundi_Shad]

@GesoraMeshack This is the right response to the flood of AI UGC.

[Shad @Bundi_Shad]

@KaiteeShiks This benchmark rewards genuine completion instead of surface-level success.

[Shad @Bundi_Shad]

@Iriss_Quinn Adversarial testing turns a promising result into a credible one.

[Shad @Bundi_Shad]

@GesoraMeshack Whole-repository understanding remains a major hurdle for coding agents.

[Einsia @EinsiaAI]

The ultimate test for coding agents isn't local editing—
it's whole-repo evolution, and right now, the survival rate is 5.4%.

Today we’re releasing SWE Refactor Bench, a benchmark for long-horizon, whole-repository software stack migration.

Coding agents are getting very good at fixing bugs.
But can they refactor an entire system, C → Rust, Maven → Gradle, POSIX → WebAssembly?

We built 20 real migrations across projects, including SQLite, zlib, libsodium, and GraphHopper.

520 runs. Only 28 survived all 3 stages. 13/20 tasks were solved by nobody.

System-scale migration is still wide open.

Full breakdown 👇
GitHub: [https://t.co/xXyLQ3qq0C]
Paper Link: [https://t.co/lO1Enh63q7]
Einsia Website: [https://t.co/AGn0hF5gwL]

[Shad @Bundi_Shad]

@Karen_Moroe A strong benchmark for testing whether coding agents can handle real migrations.

[Karen @Karen_Moroe]

Seeing Claude Opus 5 top out at 47% while most models struggle under 20% shows just how big the gap is between local bug fixes on SWE-bench and true whole-repo stack migration. When you test across 20 real-world codebases with a 3-stage audit, passing isolated tests isn’t enough anymore. Long-horizon refactoring is the real test of autonomy.

[Shad @Bundi_Shad]

@GesoraMeshack $0.025 per second makes experimenting with ideas much easier.

[Shad @Bundi_Shad]

Honestly, I thought I needed 5 AI tools to make great videos—until I discovered CapCut’s built-in Seedance 2.5. Easy to use, no queues, and starting at just $0.06/sec. 👉 [CapCut Seedance 2.5](https://t.co/wbfKNje8Uj sx) #CapCut #Seedance25 #AIVideo

[Shad @Bundi_Shad]

Wan 3.0 is looking seriously impressive.

30-second generations, audio, 20 references, and consistent characters across scenes is a pretty wild combo.

[Magnific @magnific]

From individual shots to full scenes, here's Wan 3.0

→ 30s generations, audio included
→ Up to 20 references
→ Pixel-level consistency
→ 1080p, five ratios or adaptive framing

Standard, or Prime when you need it faster
Up to 40% off

Now on Magnific

[Shad @Bundi_Shad]

@GesoraMeshack @vocci_ai The best wearable is the one you forget you’re wearing.

[Shad @Bundi_Shad]

AI video is getting CRAZY fast. 🤯

Unlimited generations for 3 days? 👀

The AI video race is heating up.

[Magnific @magnific]

This video was almost faster to make than to watch

Unlimited MiniMax H3 Max for the next 3 days, exclusively in Magnific

→ Generate as much as you want at 480p
→ Pay credits to upgrade to 768p and 2K at full speed
→ For Premium+ and Pro users

Available now on Magnific

[Shad @Bundi_Shad]

Imagine making a full animated film with AI. 👀

We’re getting closer.

[Higgsfield AI 🧩 @higgsfield_ai]

How do you animate comedy with AI?

Our new animated short film answers exactly that question.

"If You Stop Loving Me, I'll Die” is now live and open-sourced for $1,000,000 Higgsfield Global Film Festival.

All prompts and assets are now public.

[Shad @Bundi_Shad]

AI video generation is moving FAST. 🚀

Seedance 2.0 is another big step forward.

[CapCut @capcutapp]

Seedance 2.0 Fast is now available from as low as $0.01 per second with Pro and Ultra plans.

This introductory price is based on the first-purchase offer available on the CapCut app and applies to eligible plans and generation settings.

Create more, generate faster, and bring your ideas to life with Seedance 2.0 Fast on CapCut!

The above price is calculated based on U.S. App pricing. Equivalent pricing may vary due to currency and exchange rates, as well as your market, plan, platform, and generation settings.

[Shad @Bundi_Shad]

@Iriss_Quinn Being able to compare time, cost, and tokens changes the decision.

[Shad @Bundi_Shad]

@KaiteeShiks The ability to swap providers could prevent serious vendor lock-in.

[Shad @Bundi_Shad]

@GesoraMeshack New models can enter the workflow without another integration project.

[Shad @Bundi_Shad]

@KaiteeShiks The real value is being able to monetize what you build.

[Shad @Bundi_Shad]

@GesoraMeshack Native sound removes another step from the production workflow.