65%
Odsetek ankietowanych Polaków deklarujących korzystanie z narzędzi AI według raportu „E-commerce w Polsce 2026”
IAB Polska2026Poland
Fast working memory used by the system and applications during operation. Insufficient RAM causes slowdowns, use of swap space, process errors, or problems loading AI models.
Why it matters
Determines how much the system can handle at once: processes, connections, data in processing. It’s the first resource whose shortage brings down an application.
What's missing without it
Without sufficient memory, processes slow down, resort to disk (swap), or are terminated by the system — often the most critical one.
When it is used
When selecting a server and diagnosing issues: sudden process restarts and slowdowns are classic signs of insufficient RAM.
How we use it
Storing CMS processes, cache, queues, and models during inference in memory.
Numbers worth knowing
Acronyms in data
470 000 000 000
IDC Worldwide AI and Generative AI Spending Guide 2026 V2 prognozuje, że europejskie wydatki na AI osiągną blisko 470 mld dolarów do 2030 roku
IDC09/2026Europe
470 000 000 000
Prognozowane całkowite wydatki na AI w Europie w 2030 roku według IDC Worldwide AI and Generative AI Spending Guide 2026 V2
IDC09/2026Europe
Figures from the same field — collected in our market data base.