https://x.com/Designarena/status/2072759122366509130

NotebookLM was just upgraded and now lets you generate Shorts and Videos for Free!

Imagine how effortlessly you can now animate and explain complex concepts straight from your own notes and sources; perfect for studying, teaching, or creating content on the go.

Here is how:

1. Head over to NotebookLM and open the notebook you want to create a Short from
2. On the right panel, click the arrow next to "Video Overview," switch the format to "Short," and describe what you want the video to cover
3. Hit 'Generate' and enjoy the output

Check out the tips for great shorts in the video below 👇
https://youtube.com/shorts/EZGCzm3TTt8

For more HIDDEN NotebookLM features you have probably missed https://youtu.be/noztD-8syYE

Check out their blog post here: Start building with Nano Banana 2 Lite and Gemini Omni Flash

Hi all, I'm looking for some provider that offers unlimited generations at a reasonable price anad good quality models.

Got this list from ChatGPT but most sites looks fishy:

Seller / Route	Unlimited Offer	Price Signal	Link
Topview AI	Best current public “unlimited” lead. Ultra annual shows Seedance 2.0 720p: 30 days unlimited, Seedance 2.0 Mini 720p: 365 days unlimited, Seedance 2.0 Fast: 30 days unlimited. Lower priority relax queue.	Official: $150/mo billed annually. Supports CNY/Alipay.	Topview pricing
GGSEL Topview reseller	Resells/“upgrades” Topview Pro/Business/Ultra accounts. Lists unlimited relax generation features.	Starts around $38, varies by selected plan. Risky because it asks for account info.	GGSEL Topview listing
Loova	Unlimited Relax on selected models: Kling O1 Video/Edit, Kling Motion Control, Seedance 1.5 Pro, some image models. Current official page shows Seedance 2.0 as per-second, not clearly unlimited.	Pro $39.20/mo annual, Max $69.30/mo annual, Ultimate $137.40/mo annual.	Loova Seedance page
LitVideo / LitMedia	Pro annual says unlimited video generation on selected models: LitAI, Vidu 2.0, Wan 2.2, Seedance 1.0 Pro Fast. It unlocks Seedance/Kling/Veo/Wan/Hailuo/Vidu, but many are still credit-based.	Pro annual $33.33/mo.	LitVideo subscription
Higgsfield Seedance Unlimited	30-day unlimited Enhanced Seedance 2.0 Fast, 480p/720p, standard queue, 1 concurrent generation. Not a Chinese reseller, but it is BytePlus/Seedance-related.	Price varies by account/checkout.	Higgsfield Seedance Unlimited
Vidu official	Chinese official platform advertises Off-Peak Mode / 错峰模式免费生成. This is not exactly unlimited, but close if you can run jobs during off-peak.	Pricing hidden behind dynamic page.	Vidu pricing CN
Ima Studio	Claims “Unlimited Seedance 2.0” and “Unlimited Seedance 2.5,” but I couldn’t verify public pricing/limits. Treat as a lead, not a confirmed buy.	Not clear publicly.	Ima Studio Seedance 2.0

DramaClaw is an open, self-hostable AIGC video engine — you feed it a script and it runs the whole chain: character extraction, beat planning, storyboards + first frames, voice-over, and final assembly. It's built for short drama, but the same pipeline handles ads, product videos, and otome games. Disclosure: I'm one of the people building it.

Two things this community will probably care about most:

1. A node-based infinite canvas. On top of the linear pipeline there's a freeform canvas where you branch, compare, and explore — three storyboards for the same beat, a forked character look — then wire the winner into the next stage. If you live in ComfyUI-style graphs it'll feel familiar, except the nodes are story beats, characters, shots, and scenes instead of samplers. The pipeline gives you a reproducible main line; the canvas gives you room to actually play.

2. Consistency, which is where most AI video falls apart. Character identity is carried forward through locked reference assets in a library, not prompt re-description (which drifts badly after a few shots). And there's a director/world layer that pins scene + camera so a location stays coherent when you cut around it, instead of re-rolling the room every shot.

The rest of why it might be worth a look:

• Model-neutral. Text/image/video/voice all go through one OpenAI-compatible gateway — frontier closed models for quality, open weights for control. No lock-in.
• Self-hosted. docker compose up and it runs on your own boxes. Your scripts, your models, your servers.
• Every step is decomposable — independent async tasks with their own UI, so you can run in order, skip, or resume from a checkpoint on long jobs.
• License: Elastic 2.0 — free to use, modify, and self-host; you just can't resell it as a hosted service.

Real videos our team cut on this exact pipeline (trailer + samples): [trailer link]
Repo: https://github.com/dramaclaw/dramaclaw

Happy to go deep on the canvas, the model gateway, or the consistency approach in the comments — feedback from people actually running this stuff is what I'm after.

I grew up in the Casey Neistat era of YouTube. That's where my love of filmmaking started, and it's the reason I shoot everything — phone, drone, camera, doesn't matter. If something's happening, I'm recording.

The problem? I have years of footage I've barely touched.

Every time I sit down to edit, I hit the same wall: I know the shot exists somewhere, but I can't find it. I'm scrubbing through folders at 2am, scanning thumbnails, trying to remember which SD card had that golden hour drone shot over the river. It kills the creative momentum every time, and honestly it's the reason I haven't posted a YouTube video in five-plus years.

I looked at what was available — every DAM I tried was either built for photos, required cloud uploads, or just gave you basic tags like "beach" and "dog." Nothing that actually understood how a frame was shot.

So I built my own.

What it does:

• Runs a custom fine-tuned vision model entirely on your Mac — no cloud, no uploads, no internet required during analysis
• Analyzes every extracted frame with a structured 7-field caption: scene, subjects, shot type, composition, mood, lighting, setting
• Transcribes audio with word-level timestamps so you can search for what was said, not just what was shown
• Hybrid search (semantic + keyword) — type "handheld tracking shot at golden hour" and the exact clips surface in seconds
• Export directly to Final Cut Pro, Premiere, DaVinci Resolve, or EDL — it relinks to your original raw files, no transcoding
• Build storyboards by pulling selects into Boards with custom in/out points

The MCP thing (for the nerds):

I've also connected it to Claude via MCP, so I can describe a narrative I want to tell and have Claude search my entire library, pull the frames I'd need, and lay out a rough edit — "use the wide drone shot from here to here, then cut to the close-up at this timestamp." It's basically an AI director that knows my footage.

The honest version:

This isn't the next Adobe, or apoope as I call them. I'm not trying to sell anyone sh!t. I'm a solo dev who had a real problem — couldn't find my own footage, couldn't be bothered to edit because the organization step was too painful — and I solved it. If you're sitting on a hard drive full of raw clips you've never cut into anything, this might be useful to you too.

• $69 one-time perpetual license (includes a year of updates)
• Mac only (Apple Silicon)
• 30 minutes of free cloud processing included if your machine can't handle local inference
• You own it forever

If this post gets taken down, fair enough. If not — daaam.media

i could make any type of ai content , hit me up

fal just open-sourced 3DREAL, a new render-to-real IC-LoRA for LTX-2.3.

The idea is simple but very useful: take a rough 3D / CG / game render and turn it into a more photorealistic cinematic video, while keeping the original composition, camera movement, and scene layout.

So instead of asking AI to generate the whole shot from text, you can start with an actual 3D scene first.

Example workflow:

Generate or create 3D assets
Build a rough scene in Blender or a game engine
Animate the camera or objects
Render a simple 3D / CG pass
Use 3DREAL as the final render-to-real AI pass.

Highlights:

• Built for 3D / CG / game render inputs
• Works with Blender blockouts, game-engine renders, viewport animations, and synthetic 3D scenes
• Preserves the original composition and camera movement
• Can turn rough 3D renders into more realistic cinematic video
• Uses the trigger word 3DREAL
• Can be run directly on fal without local setup
• Model weights are available on Hugging Face

There are two versions:

3DREAL Light
More faithful to the original input, better structure preservation, fewer hallucinations.

3DREAL Strong
Pushes harder toward realism and detail, but can drift more from the original render.

You can build the shot in 3D first, control the camera, scale, layout, and timing, then use AI as the final render pass.

This feels much more practical than pure text-to-video for 3D artists, Blender users, and game devs.

Hugging Face: https://huggingface.co/fal/LTX-2.3-3DREAL-LoRA