Which tasks are exposed
Risk applies to individual tasks—not to a person or an entire occupation.
Task Risk Создание объяснений и учебных материалов 66% Проверка стандартных заданий 66% Подбор упражнений под уровень ученика 57% Ведение расписания, отчетности и аналитики обучения 62% Живая обратная связь, мотивация и работа с группой 25% Ответственность за безопасность и развитие ученика 20%
What the score means
На оценку влияют повторяемость процессов, цифровизация данных, возможность автоматической проверки, физическая среда и экономический стимул внедрения технологий.
AI exposure ? The share of cognitive, textual, visual or analytical work that current AI systems can technically assist with or perform.
56%
Robotics ? The extent to which robots, autonomous machinery and computer vision can perform physical operations in a prepared environment.
5%
Routine work ? The share of operations that repeat, follow stable rules and produce a predictable result.
52%
Digitalization ? How much of the input, workflow and output already exists in digital form.
61%
Business incentive ? The economic incentive to automate based on task volume, labor cost, frequency and implementation cost.
48%
Human moat ? Protection created by accountability, trust, empathy, licensing, negotiation and unpredictable real-world environments.
65%