إيجاد قيمة حقيقية للذكاء الاصطناعي

في هذا الدرس

separate AI uses that create value from those that only add cost and risk.

الموضوعات المخطط لها

• Start from a business problem and a measure (conversion, handling time, listing quality), not from a model.
• Good fits: language-heavy tasks, ranking with fuzzy signals, drafting with human review.
• Poor fits: tasks with exact rules, zero error tolerance, or too little data.
• Count the full cost: inference, evaluation, monitoring, review effort, and incident risk.