05.24.2026—Promptology
The Turkish Prompt Tax: AI's Hidden Inflation
Why writing prompt logic in Turkish inflates token usage, increases execution latencies, and reduces the effective size of your model's context window.
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Intelligence tagged with#Scaling
Explore strategic blueprints, post-mortems, and technical ledgers related to #Scaling.
05.22.2026—Engineering
Entropy and AI: The Thermodynamic Limits of Computation
Analyzing physical limits in AI scaling. Citing Landauer's Principle, state erasure heat wall, and the case for reversible/adiabatic computing.
05.26.2026—Engineering
The Option Trap: Complexity Collapses in Multi-Agent Topologies
Adding more agents increases coordination overhead quadratically. Why clean, flat architectures outperform complex multi-agent setups.
05.27.2026—Engineering
Japanese AI: The Silent Shift to Embedded Localism and Hardware-Level Agency
Japan's industrial landscape is rejecting cloud-dependent models, prioritizing local, low-power edge LLMs running directly on hardware chips to preserve proprietary manufacturing secrets.