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CAISI's Pre-Release AI Testing: Five Labs, Three Threat Categories, and the Voluntary Frontier

CAISI's Pre-Release AI Testing: Five Labs, Three Threat Categories, and the Voluntary Frontier

Google, Microsoft, and xAI joined OpenAI and Anthropic in a U.S. Commerce pre-release model testing program. Here is how the framework actually works, what it covers, what it omits, and what readers and policy researchers can do.

DeepSeek V4 on Huawei Ascend: Open Weights, MoE at Trillion Scale, and the Self-Hosting Path

DeepSeek V4 on Huawei Ascend: Open Weights, MoE at Trillion Scale, and the Self-Hosting Path

DeepSeek V4 ships under MIT license in two MoE sizes (1.6T Pro and 284B Flash) with 1M-token context. Huawei's Ascend 950 SuperNode handles inference. Here is what readers can do with it — and what comes next.

Gemini 3.1 Pro: 2M Tokens, Native Multimodal, and the Long-Context Frontier

Gemini 3.1 Pro: 2M Tokens, Native Multimodal, and the Long-Context Frontier

Gemini 3.1 Pro ships with a 2-million-token context window and native multimodal reasoning across text, image, audio, and video. Here is how the architecture, pricing, and practical workflows actually shape up — and what readers can do with it today.

Anthropic's April: Mythos, Glasswing, and Pentagon Policy

Anthropic's April: Mythos, Glasswing, and Pentagon Policy

Claude Mythos demonstrated AI's vulnerability-discovery capability at industrial scale. Project Glasswing organized defender access. The Pentagon designated Anthropic a supply chain risk. The NSA kept using Mythos. Here is what connects these threads — and what readers can do.

Anthropic's Colossus 1 Deal: Compute, Claude Capacity, and the SpaceX IPO

Anthropic's Colossus 1 Deal: Compute, Claude Capacity, and the SpaceX IPO

Anthropic takes full capacity at SpaceXAI's Memphis Colossus 1 supercomputer — 222,000 GPUs and 300+ megawatts. Here is what it enables for Claude users, what it means for the June SpaceX IPO, and what readers can do today.

Hermes Agent: The Complete In-Depth Guide to the Self-Improving AI Agent Redefining Autonomous Intelligence in 2026

Hermes Agent: The Complete In-Depth Guide to the Self-Improving AI Agent Redefining Autonomous Intelligence in 2026

Introduction: Why Hermes Agent Has Become the Most Important AI Agent of 2026 The artificial intelligence landscape in 2026 has undergone a profound transformation. We have moved past the era of stateless chatbots that forget every conversation, beyond simple coding copilots tethered to a single IDE, and far away from