Yapay Zeka ve ToplumLocal AI Build Disillusionment: When Homegrown AI Costs More Than It Delivers
A passionate hobbyist’s $2,500 local AI server project has collapsed under the weight of poor performance and soaring inefficiency, sparking a broader debate about the viability of on-device large language models. As cloud APIs offer unprecedented speed and affordability, experts warn that consumer-grade hardware may never compete.












