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Funding BrainCo raises $280M for non-invasive brain-computer interface wearables Chips SK Hynix warns 2027 will be "worst year ever" for memory shortage; forecasts crunch through 2030 Market Meta launches Muse Spark 1.1 API at 25% of OpenAI/Anthropic pricing; $1.25/$4.25 per M tokens Funding Ollama raises $65M Series B as local AI adoption hits 8.9M monthly developers Chips Colibrì proof-of-concept runs 1.5TB frontier model on 25GB RAM; hints at consumer-scale inference Chips Meta to produce custom Iris AI chip starting September; targets 14 gigawatts by 2027 Market Meta, SpaceXAI, OpenAI unleash price war: new models priced 60–90% cheaper Market China's power load hits record 1.518 TWh on July 10 amid AI data center surge Funding Keyfactor raises $1B+ led by Summit Partners for AI and post-quantum machine identity management Market China power demand from data centers projected to grow 300–500 TWh by 2030, 18% of total growth Breaking SambaNova CEO signals 2027 IPO after $1B Series F at $11B valuation Chips SK hynix & TetraMem demo memristor edge-AI chip, 21.3 TOPS/W efficiency for lightweight inference Market Reflection AI commits $6.3B through 2029 for SpaceX Colossus GB300 capacity; $150M/month sovereign inference spend Breaking OpenAI declares GPT-5.6 preferred model for Microsoft 365 Copilot; family launches with Sol/Terra/Luna variants Market SK Hynix raises $26.5B in largest foreign IPO in U.S. history; commits $8.6B to ASML Breaking LangChain launches OpenWiki Brains: proactive memory framework for agents across email, Notion, GitHub, web Funding Prime Intellect raises $130M Series A at $1B valuation to decentralize frontier AI training Research NVIDIA Nemotron 3 Ultra hits LangChain benchmark lead, cheaper than frontier closed models Chips Meta's Iris AI chip enters production September; targets 14 gigawatts capacity by 2027 Funding Keyfactor secures $1B+ growth investment for AI-era machine identity and post-quantum security Funding BrainCo raises $280M for non-invasive brain-computer interface wearables Chips SK Hynix warns 2027 will be "worst year ever" for memory shortage; forecasts crunch through 2030 Market Meta launches Muse Spark 1.1 API at 25% of OpenAI/Anthropic pricing; $1.25/$4.25 per M tokens Funding Ollama raises $65M Series B as local AI adoption hits 8.9M monthly developers Chips Colibrì proof-of-concept runs 1.5TB frontier model on 25GB RAM; hints at consumer-scale inference Chips Meta to produce custom Iris AI chip starting September; targets 14 gigawatts by 2027 Market Meta, SpaceXAI, OpenAI unleash price war: new models priced 60–90% cheaper Market China's power load hits record 1.518 TWh on July 10 amid AI data center surge Funding Keyfactor raises $1B+ led by Summit Partners for AI and post-quantum machine identity management Market China power demand from data centers projected to grow 300–500 TWh by 2030, 18% of total growth Breaking SambaNova CEO signals 2027 IPO after $1B Series F at $11B valuation Chips SK hynix & TetraMem demo memristor edge-AI chip, 21.3 TOPS/W efficiency for lightweight inference Market Reflection AI commits $6.3B through 2029 for SpaceX Colossus GB300 capacity; $150M/month sovereign inference spend Breaking OpenAI declares GPT-5.6 preferred model for Microsoft 365 Copilot; family launches with Sol/Terra/Luna variants Market SK Hynix raises $26.5B in largest foreign IPO in U.S. history; commits $8.6B to ASML Breaking LangChain launches OpenWiki Brains: proactive memory framework for agents across email, Notion, GitHub, web Funding Prime Intellect raises $130M Series A at $1B valuation to decentralize frontier AI training Research NVIDIA Nemotron 3 Ultra hits LangChain benchmark lead, cheaper than frontier closed models Chips Meta's Iris AI chip enters production September; targets 14 gigawatts capacity by 2027 Funding Keyfactor secures $1B+ growth investment for AI-era machine identity and post-quantum security
Chips

SK Hynix warns 2027 will be "worst year ever" for memory shortage; forecasts crunch through 2030

SK Hynix CEO Kwak Noh-jung forecast on the day of the company's record $26.5 billion Nasdaq IPO that global memory chip shortages will peak in 2027 and persist through the decade. "We forecast that next year will be the worst year in the industry's history from the supply perspective," Kwak told Reuters, noting that customer demand continues to exceed manufacturing capacity despite aggressive expansion. The Nasdaq debut raised the largest-ever ADR issuance by a foreign company in the U.S., with shares surging 14.25% on opening day.

The shortage is driven by massive AI demand for high-bandwidth memory (HBM), which powers Nvidia GPU clusters and requires far more complex manufacturing than consumer DDR5. SK Hynix holds 51% of the global HBM market. The company is investing $4 billion to build an advanced packaging factory in Indiana and $10 billion to develop an AI solutions business in the U.S. South Korea's government is also backing SK Hynix and Samsung with 800 trillion won (~$518 billion) in combined investment to double domestic memory production within five years.

For architects evaluating data center buildouts and AI inference infrastructure, this signals multiyear HBM scarcity and likely sustained pricing power for SK Hynix and Micron. UBS expects global DRAM undersupply through at least Q2 2028. Long-term supply agreements between hyperscalers and manufacturers are proliferating as a result. The shift from training-focused GPU demand to inference-heavy workloads could reshape memory allocation patterns.

Sources