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AI & Enterprise
Nums AI raises 4 billion won to speed tabular foundation model development
Nums AI, which develops a Tabular Foundation Model for structured data, said on July 20 it has raised its first investment worth 4 billion won. Stonebridge Ventures led the round, with participation from SBVA, KT Investment and Base Ventures. The company said its model can cover tasks such as demand forecasting, anomaly detection and credit assessment with a single model, and plans to expand GPU infrastructure and its research organization.
AI & Enterprise
AWS launches knowledge graph services for AI agents, joins context intelligence race
Amazon Web Services has announced three new services positioned as a context intelligence stack for AI agents. The core is AWS Context, which automatically builds knowledge graphs from existing data and learns agent usage patterns to improve itself. It combines semantic search and graph-level reasoning to identify relationships between tables, column meaning and source reliability, and deliver needed information when agents run tasks. Queries can be tracked by identity.
Industry
Industry ministry distributes tariff response videos and reports
South Korea\'s Ministry of Trade, Industry and Energy will distribute videos and reports to provide information on responding to protectionist trade measures, it said on Tuesday. The ministry will release a video series offering tips on 대응 to U.S. tariffs, covering issues such as non-preferential rules of origin, steel and aluminium content value calculations, tariff refunds and post-clearance verification. It will also publish a biweekly Tariff Response 119 report with 11 partner agencies.
