{"title":"Scalability Challenge in AI infrastructure: 72 signals in the last 90 days","domain":"AI infrastructure","tag":"scalability_challenge","name":"Scalability Challenge","type":"Context","description":"","url":"https://www.frontiertechintelligence.com/signals/ai-infra/scalability-challenge","count_90_days":72,"count_13_months":171,"latest":"2026-10-30","trend":"October 2026 had 24 signals against an average of 25 for Jul to Sept: level.","per_month":[{"n":12,"month":"2026-05"},{"n":10,"month":"2026-06"},{"n":23,"month":"2026-07"},{"n":28,"month":"2026-08"},{"n":23,"month":"2026-09"},{"n":24,"month":"2026-10"},{"n":0,"month":"2026-11"}],"companies_named_most":[{"name":"OpenAI","mentions":5,"url":"https://www.frontiertechintelligence.com/companies/openai"},{"name":"Anthropic","mentions":4,"url":"https://www.frontiertechintelligence.com/companies/anthropic"},{"name":"Gatik","mentions":3,"url":"https://www.frontiertechintelligence.com/companies/gatik"},{"name":"NVIDIA","mentions":3,"url":"https://www.frontiertechintelligence.com/companies/nvidia"},{"name":"Adobe","mentions":2,"url":"https://www.frontiertechintelligence.com/companies/adobe"},{"name":"Alphabet","mentions":2,"url":"https://www.frontiertechintelligence.com/companies/alphabet"},{"name":"Amazon","mentions":2,"url":"https://www.frontiertechintelligence.com/companies/amazon"},{"name":"CoreWeave","mentions":2,"url":"https://www.frontiertechintelligence.com/companies/coreweave"}],"headlines":[{"date":"2026-10-30","headline":"LG CNS is discussing data center development projects with local partners across major Asia-Pacific countries.","outlet":"ZDNet Korea","companies":[{"name":"LG CNS","url":"https://www.frontiertechintelligence.com/companies/lg-cns"}]},{"date":"2026-10-29","headline":"Samsung Electronics identifies HBM4E and HBM5 as physically supply-constrained products.","outlet":"ZDNet Korea","companies":[{"name":"Samsung Electronics","url":"https://www.frontiertechintelligence.com/companies/samsung-electronics"}]},{"date":"2026-10-29","headline":"Samsung is facing capacity limits in logic-chip manufacturing and higher construction costs.","outlet":"Golem","companies":[{"name":"Samsung Electronics","url":"https://www.frontiertechintelligence.com/companies/samsung-electronics"}]},{"date":"2026-10-29","headline":"China’s AIDC industry is shifting from capacity expansion toward efficiency, delivery speed, and cross-industry coordination.","outlet":"Yicai","companies":[]},{"date":"2026-10-28","headline":"Meta is targeting a 10× improvement in Muse’s compute efficiency over the next year.","outlet":"ARK Invest","companies":[{"name":"Meta","url":"https://www.frontiertechintelligence.com/companies/meta"}]},{"date":"2026-10-24","headline":"Tencent WorkBuddy initially restricted access to its Kimi integrations because of resource constraints.","outlet":"Yicai","companies":[{"name":"Moonshot AI","url":"https://www.frontiertechintelligence.com/companies/moonshot-ai"}]},{"date":"2026-10-23","headline":"A regional survey found that 57% of Southeast Asian firms cannot scale their AI pilots.","outlet":"e27","companies":[]},{"date":"2026-10-23","headline":"CoreWeave investors are raising alarm over debt tied to data-center expansion.","outlet":"Golem","companies":[{"name":"CoreWeave","url":"https://www.frontiertechintelligence.com/companies/coreweave"}]},{"date":"2026-10-22","headline":"Intel estimates leading-edge wafer output could roughly double but not increase tenfold with existing tools.","outlet":"Dwarkesh Patel","companies":[{"name":"Intel","url":"https://www.frontiertechintelligence.com/companies/intel"}]},{"date":"2026-10-22","headline":"Intel has instituted phase-gate maturity criteria for advancing technologies into new process nodes.","outlet":"Dwarkesh Patel","companies":[{"name":"Intel","url":"https://www.frontiertechintelligence.com/companies/intel"}]}]}