GuideAgents & automation
How LLM API Pricing Works: Tokens, Asymmetry, Waste
LLM APIs bill per token, and output costs 4–5× input. The Asymmetry Audit tells you which half of your bill to attack first.
Everything we publish on intelligent software, evidence, and policy, newest first. Each item shows its author, date, and how well its claims are supported.
LLM APIs bill per token, and output costs 4–5× input. The Asymmetry Audit tells you which half of your bill to attack first.
What "Google Cloud solutions" actually means, how the catalog is organized, and which one to pick for AI, agents, and vibe coding, in plain English.