مقالات عن تبنّي الذكاء الاصطناعي في العمل وعن الأتمتة
Here is a number that should change how you think about AI and your job: 27 percentage points. That is the gap between the European workers who say they need AI skills and the ones who have actually been trained. A new Cedefop foresight report maps four futures for 2040 — and argues that which one arrives is a choice, not a prophecy.
More than half of US and German workers think automation will raise unemployment. Fewer than three in ten think it will happen to them. A randomized experiment with 5,147 workers shows what happens when you show people the actual evidence - and where the reassurance stops working.
في 2022، وصلت إعلانات الوظائف اليدوية في الاتحاد الأوروبي إلى أدنى مستوى بنسبة 33%. بحلول 2025، ارتفعت مجدداً لتتجاوز 36% — انعكاس يتزامن تقريباً مع طفرة الذكاء الاصطناعي التوليدي. إليك ما تعنيه بيانات Cedefop لمسيرتك المهنية.
Two years ago it was 8%. Now 28% of US workers use ChatGPT on the job — and Fortune 500 adoption hit 93%. Here is what OpenAIs April 2026 workplace report means for your specific occupation, and the gap quietly opening between knowledge workers and everyone else.
