Keeping a consistent style in Seedance: references
How to make a series of clips in one style: lock the character, color and motion through references so the shots look unified.
Grok 4.6 is here: xAI’s model for coding, agents
What is new in Grok 4.6, current API pricing, and how to use it in NeuralSpace chat, Code, and the public API.
A practical guide to large language models
An open course on large language models: fine-tuning, RAG, agents and AI safety.
The Mask Is Not the Model: Auditing Prefix Invariance
VIDRAFT team found standard causal attention mask checks in hybrid models miss future leaks. New two-forward-pass audit caught all 192 injected faults and real bugs in Zamba2 and Nemotron-H.
Seedance without a subscription: pay only for the seconds
Seedance on NeuralSpace has no monthly fee: you pay only for the seconds of finished video. How billing works and what a generation costs.