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.

August 11, 2026 · 11 min · 2277 words · Marco

AI Agent Memory: The Techniques That Actually Work

A practical guide to building persistent memory for AI agents. Learn the techniques that work, the architectures that don’t, and why memory is the bottleneck in modern agentic systems.

February 15, 2026 · 6 min · 1165 words · Marco

The Rise of Clawdbot/MoltBot: How a Viral Personal AI Agent Is Demolishing the Future

A deep dive into the viral personal AI agent that captured the world’s imagination, its technical architecture, serious security vulnerabilities, and the broader trend of agentic AI systems transforming how we work.

January 30, 2026 · 11 min · 2329 words · Marco

Daydream Scope: Real-Time Interactive Generative Video Pipelines

Daydream Scope is revolutionizing real-time video AI with interactive pipelines, configurable VAEs, and support for multiple state-of-the-art models. This comprehensive guide covers its features, use cases, and practical implementation strategies.

January 26, 2026 · 7 min · 1436 words · Marco

Local LLMs in 2026: Models, Hardware, and Best Practices

Everything you need to know about running local LLMs in 2026: model recommendations, hardware configurations, and practical best practices.

January 24, 2026 · 7 min · 1362 words · Marco