Intel forms a 23-company Korean AI alliance as it pitches its HBM-free D-Series inference GPU - MLQ.ai

Intel's move is a structural counter-attack against Nvidia's HBM monopoly, not merely a product launch. By anchoring a 23-firm Korean alliance, Intel is engineering a post-HBM inference ecosystem, leveraging GDDR6/LPDDR alternatives to slash TCO and target cost-sensitive cloud providers. Technologically, this forces upstream memory makers to rebalance HBM capacity while downstream users adapt to new bandwidth constraints. Geopolitically, this diversifies South Korea's semiconductor supply chain away from single-source US dependencies. If Nvidia persists with premium HBM pricing, it risks ceding the mid-tier inference market; AMD may accelerate MI300 cost-efficiency. Within 18 months, inference chips will bifurcate into 'HBM-high-end' and 'non-HBM-mass-market' tracks. Memory bandwidth will no longer be the sole performance metric; energy efficiency and cost structure will dictate market share.