reasoning
AI & Automation
Test-Time Compute: The Scaling Law That Does Not Need More Training Data
ALGERIATECH Editorial
February 24, 2026
For three years, the dominant story in AI was simple: bigger models trained on more data performed better. Scale the parameters, scale the dataset, scale the GPU hours — and watch benchmarks improve.
AI & Automation
Six Types of Hard Problems: A Framework for What AI Can and Can’t Automate
ALGERIATECH Editorial
February 8, 2026
Every time a new AI model drops, the same conversation erupts: is it smarter than the last one? Will it take my job?
