The Hidden Tax: Why Speaking Non-English to ChatGPT Costs 30-50% More
Every time you prompt ChatGPT in Spanish, you pay a 30-50% premium for the exact same interaction.
Developer.
Publisher.
Maker.
I build software, publish books, and experiment with AI-assisted workflows. Currently exploring OpenSpec for code generation.
Featured Work
Latest Writing
Linguistic Fingerprints, Behavioral Design, and the Dependency Economy
AI companions don't just learn your preferences—they mirror your linguistic fingerprint to create intimacy, which creates dependency. It's behavioral design through conversational accommodation.
Task-Specific Model Selection in a Converging Performance Landscape
Free models now deliver 80% of premium performance at task-specific workloads. Model selection has shifted from 'best overall' to 'best per job'—and the hierarchy is nothing like the marketing suggests.
Current Focus
Exploring OpenClaw for task automation and code generation workflows. Building agent-based content pipelines. Optimizing multi-language publishing. Experimenting with new AI development tools.
I also run VortexLabs for author services.