Prompting in Turkish: The Silent Killer of Turkish Startups
Our working thesis: the vast majority of businesses that remain Turkish-only in prompting will pay a hidden token, quality, and execution tax in the next AI wave.
Explore strategic blueprints, post-mortems, and technical ledgers related to #economics.
Our working thesis: the vast majority of businesses that remain Turkish-only in prompting will pay a hidden token, quality, and execution tax in the next AI wave.
How communicating with frontier models shifted from interactive chat messages to the core technical infrastructure and operational system language of modern enterprises.
Why writing prompt logic in Turkish inflates token usage, increases execution latencies, and reduces the effective size of your model's context window.
How token limits, caching strategies, and model pricing structures require prompt engineering to become a core cost-control vector in 2026.
AI funding has reached unprecedented concentration. How to construct a sovereign center of gravity using private GPU clusters and open-weight models.
How micro-startups generate value through automated routing arbitrage between frontier models, local weights, and specialized edge instances.
A strategic breakdown of structural resilience, AI wrapper decay, and one-person company limits.