The cache-read catch: why GLM 5.3 costs more in real agent
GLM 5.3's input and output rates look modest, but in long agent sessions up to 90% of the bill is cache reads. We measured what that means next to DeepSeek.
Gemini Omni Flash 1.1: video from 360p to 4K
Gemini Omni on NeuralSpace now includes 360p, a first-frame control and seed for more deliberate video experiments.
llms.txt Vulnerability: How AI Agents Automatically Install
Researchers found 120 vulnerable llms.txt files on Fortune 500 domains — AI agents Claude Code, Codex, and Hermes automatically installed non-existent packages from PyPI and npm.
Prompts for Seedance: how to write requests that get
How to write a text prompt for Seedance to get the motion, lighting and editing you want. Ready-made templates and common mistakes.
Improving renders with neural networks
How to turn a flat 3D preview screenshot into an award-level photorealistic render in about a minute — then change time of day, season and weather with one sentence. Real examples of one scene included.