Why I Stopped Being Loyal to a Single AI Model
There is a difference between using AI and working with AI. The former is loyalty by default. The latter is architecture by choice.
Exploration of ideas, essays, and developing notes on technology, sustainability, and design.
There is a difference between using AI and working with AI. The former is loyalty by default. The latter is architecture by choice.
A well-designed stack does not collapse when a provider fails. What Fable 5 demonstrated was not a failure of Anthropic — it was an architectural failure in all stacks that depended on a single point of jurisdictional failure.
SEO optimized for Google to find you. GEO optimizes for Claude, ChatGPT, or Perplexity to recommend you when someone asks a question you can answer.
Most AI stacks built in 2024 and 2025 were fragile. They didn't know it because the pressure had not yet arrived.
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