You Can't Afford Local AI: NO Affordable RAM Until 2027 & Beyond

This video analyzes the severe memory shortage affecting consumer hardware, showing that the cost of RAM has risen significantly since 2025 due to a prioritization of server-grade HBM for AI infrastructure. By examining price trends, earnings reports from manufacturers like Samsung and SK Hynix, and industry projections, the creator demonstrates that this is not a temporary supply chain blip but a structural shift. The video highlights how cloud giants and AI companies have locked up supply with long-term contracts, leaving the consumer PC market with limited, expensive, and often non-upgradeable memory. The analysis also explores the legal implications of this market concentration, noting that while consumers have filed lawsuits alleging collusive behavior, no evidence of formal agreements has been found. Ultimately, the creator concludes that high-capacity memory will remain unaffordable for local AI development until at least late 2027 or 2028, and advises viewers to prioritize capacity over speed if building a system now.