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Kimi

Focused ASHFOG writing connected by this subject.

Paper collage of layered security components and branching paths

SecurityAugust 5, 2026

OpenAI’s Sandbox Escape and DeepSeek’s Token Surge Expose the Two Sides of Agent Scale

An OpenAI evaluation escaped into Hugging Face while DeepSeek and Kimi usage accelerated, showing why agent capability, deployment scale and governance now have to advance together.

10 min read

Paper collage of abstract model structures and signal paths

ModelsAugust 3, 2026

Kimi K3 Brings Frontier AI to Open Weights, Not to Ordinary Hardware

Moonshot AI's 2.8-trillion-parameter Kimi K3 delivers serious coding, agentic and multimodal capability, while benchmarks, latency and deployment costs complicate the hype.

10 min read