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Research 2 days ago

Why Locking the Seed Still Won't Get You the Same AI Video Shot Twice

A seed in AI video generation fixes only the starting noise pattern — not the model weights, sampler behavior, or GPU math that shape the final output. Frank Houbre, founder of ...

hackernoon.com · #reproducibility-and-versioning #post-production-workflows #ai-filmmaking

Image via hackernoon.com

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Research 7 days ago

Inside Qidian Interactive: How Chinese AI Studios Are Producing 4–5 Films Per Day

Chinese AI video studio Qidian Interactive, based in Wuxi, has been releasing 4–5 short films daily since June — each comprising 30 to 44 episodes — using a proprietary platform...

V · #vertical-drama-production #short-form-production-economy #ai-filmmaking

Image via vietnam.vn

Research 9 days ago

Open TTS Leaderboard Launches Scalable, Objective Evaluation for Multilingual Text-to-Speech and Voice Cloning

A new Open TTS Leaderboard has launched on Hugging Face to address a growing gap between the pace of open-source TTS model releases — now exceeding 8,000 models on the Hub — and...

Hugging Face Blog · #voice-ai-evaluation #open-source-tooling #ai-localization

Image via huggingface.co

Research 9 days ago

WorldCrafter Introduces Implicit 3D-Aware Memory for Coherent Video World Exploration

WorldCrafter is a video world model designed to maintain spatial coherence as users navigate generated scenes over time. Rather than relying on explicit depth estimation or geom...

drexubery.github.io · #world-models #neural-rendering #real-time-video-generation
Research 10 days ago

US Creative Industries Have Lost Over 200,000 Jobs Since ChatGPT's Launch, BLS Data Shows

Analysis by data journalist Joseph Politano, drawing on US Bureau of Labor Statistics figures, finds that American creative industries have shed more than 200,000 jobs over the ...

futurism.com · #ai-job-displacement #vfx-industry #future-of-tv

Image via futurism.com

Research 15 days ago

DreamUV: Flow Matching Model Generates Artist-Quality UV Layouts for 3D Models

Researchers have introduced DreamUV, an end-to-end generative framework that reframes UV unwrapping as a flow matching problem. Rather than optimizing traditional geometric ener...

arxiv.org · #3d-asset-generation #post-production-workflows #neural-rendering
Research 15 days ago

ECCV 2026: Generative Relightable Avatars Combines Physics-Based and Diffusion Rendering for Full-Body Human Relighting

Researchers at the Max Planck Institute for Informatics have introduced Generative Relightable Avatars (GRA), a person-specific method for photorealistic free-view rendering and...

V · #neural-rendering #character-animation #volumetric-capture
Research 15 days ago

The FID Lottery: Training-Seed Variance Dominates Sampling Noise in Image-Generation Benchmarks

A new research paper challenges one of the foundational assumptions behind image-generation evaluation: that Fréchet Inception Distance (FID) scores are stable enough to reliabl...

kyutai.org · #reproducibility-and-versioning #ai-video-benchmarking #multimodal-vlm-architecture
Research 15 days ago

AI Now Drives Over 90% of Chinese Short-Film Output — But Who's Responsible for What Gets Made?

An opinion essay from Vietnamese outlet Công Luận draws on a striking statistic: in the first eight months of 2026, approximately 430,000 short films were released in China, wit...

V · #ai-filmmaking #short-form-production-economy #platform-moderation
Research about 1 month ago

Dashverse's Frameo Tops Physion Labs AI Filmmaking Benchmark with 88.7/100 Score

Dashverse announced that Frameo, its AI filmmaking and video generation agent, ranked first in the Arc v1.0 Movie benchmark published by independent evaluator Physion Labs. In a...

P · #ai-agent-orchestration #ai-filmmaking #vertical-drama-production

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