AI infrastructure, chips and governance
Independent analysis of AI infrastructure, chip economics, model pricing, security and regulation — what it actually costs, and what the law actually requires.
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AI Models & Economics
AI API Pricing 2026: Every Model, Input and Output
On the official price lists, GPT-6.1 Sol costs half as much per token as Claude Opus 5.5: $2 against $4 per million input tokens, and $10 …
Latest Blogs
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AI Infrastructure & Chips, AI Security
What the Model Context Protocol Actually Is, and What It Opens Up
Connecting a language model to a company’s issue tracker used to mean writing a small integration layer by hand. Someone …
AI Infrastructure & Chips, AI Models & Economics
Chinese Open-Weight Models Compared: DeepSeek vs Qwen & More
Research cutoff: 20 October 2026. Prices, licences and legal status were checked on that date and change often. On 19 …
AI Security
AI Agent vs Copilot: Classify AI by Its Approval Model
Every AI product that does useful work runs some version of a decide–act–verify loop: something chooses the next step, something …
AI Infrastructure & Chips
Agents Are Reshaping Server CPU Design. The Evidence Is Narrower.
Modal ran 50 coding tasks one at a time on NVIDIA’s new Vera CPU and on Intel, AMD and AWS …
AI Security
Agentic AI Security: What Changes When the Model Can Act
Quick answer: Agentic AI security is the practice of limiting what an AI agent can do, reach and change when …
Category Spotlight
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