Deep-Dives

Diagram of the MiniMax H3 three-stage pipeline: context understanding, base generation at 768p, and in-context regeneration to 2K

MiniMax H3: The Open-Weight Video Model That Follows Complex Prompts

MiniMax H3’s real differentiator is instruction following: a 32B Qwen3-VL text encoder, a structured prompt system with shot lists and soundscapes, and 25-second ComfyUI generations. Full breakdown with official demo clips.

A watercolor Art Deco style illustration of a traveler on a cliff gazing at towering clouds, generated with Krea 2

Krea 2 Is the Open-Weights Image Model Worth Running Locally

Krea 2’s K2 Raw and K2 Turbo open-weights release puts a top-10 Artificial Analysis model on consumer GPUs for free. Specs, local ComfyUI setup, Civitai community samples, and what the team said in their AMA.

Editorial illustration of Claude Mythos as a glass AI security model surrounded by software infrastructure, zero-day defense signals, and Project Glasswing coordination.

Claude Mythos and the AI Cybersecurity Threshold

Anthropic’s Claude Mythos Preview and Project Glasswing show how frontier AI is shifting cybersecurity from human-limited audits toward AI-scale vulnerability discovery, disclosure, and patching.