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Why AI Memory Breakthrough Will Make Business AI Cheaper

Automated by Adrian Tee
Why AI Memory Breakthrough Will Make Business AI Cheaper

The AI Memory Revolution That Changes Everything

Applied Materials and SK Hynix just announced a long-term partnership to accelerate development of advanced DRAM and high-bandwidth memory (HBM) for artificial intelligence. This collaboration, announced on March 10, 2026, focuses on creating the next generation of memory chips that power AI systems and high-performance computing.

High-bandwidth memory is the critical component that allows AI chips to process massive amounts of data at lightning speed. Without sufficient HBM, even the most powerful AI processors become bottlenecked, unable to deliver their full potential.

The partnership brings together Applied Materials' semiconductor manufacturing technology with SK Hynix's memory chip expertise. SK Hynix is one of the world's leading memory manufacturers, supplying chips to major tech companies globally.

This collaboration aims to address the severe shortage of AI-capable memory chips that has plagued the industry. The shortage has driven up costs for AI services and limited access for businesses trying to adopt AI technologies.

The two companies will work together at Applied Materials' EPIC Center in Silicon Valley to develop breakthrough manufacturing processes. This R&D partnership is designed to speed up innovation cycles and bring advanced memory solutions to market faster.

Current AI memory demand has exploded due to the rapid growth of AI applications, data centers, and cloud computing services. Memory manufacturers have struggled to keep pace with this unprecedented demand surge.

By accelerating development timelines, this partnership could significantly reduce the time it takes for next-generation AI memory to reach mass production. Faster production means more supply, which typically leads to lower costs and wider availability.

This development signals a maturing AI infrastructure ecosystem where industry leaders are investing heavily to ensure sustainable growth. The partnership demonstrates confidence that AI adoption will continue expanding across all business sectors.

How This Impacts MSMEs in Malaysia

The memory chip shortage has made AI cloud services increasingly expensive, directly affecting Malaysian businesses using AI tools. As memory supply improves through partnerships like this, the cost of AI-powered services should gradually decrease.

Malaysian MSMEs currently face high barriers to AI adoption, with cloud computing and AI service costs consuming significant portions of limited IT budgets. More affordable AI memory means platforms like ChatGPT, AI analytics tools, and automation services could become more cost-effective.

Smaller businesses in Malaysia compete with larger corporations that can afford premium AI services and infrastructure. As AI becomes more accessible through reduced costs, this levels the playing field for local MSMEs.

Many Malaysian businesses rely on international cloud service providers whose pricing reflects global memory chip costs. Improvements in memory supply and manufacturing efficiency will eventually translate to better pricing tiers and more affordable AI features.

The partnership also signals growing stability in the AI supply chain, making it safer for Malaysian businesses to invest in AI solutions. When infrastructure providers can guarantee supply and reasonable costs, businesses can plan longer-term AI strategies with confidence.

Reference

https://www.thestar.com.my/tech/tech-news/2026/03/11/applied-materials-and-sk-hynix-partner-for-next-gen-ai-memory-development


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