Anthropic, a major AI safety-focused company, has secured a $10 billion compute infrastructure deal with Volta, demonstrating the substantial capital requirements for scaling large language models. This reflects ongoing consolidation in AI infrastructure and the competitive race to secure computational resources—relevant to Thai SMEs exploring AI integration and understanding the cost/infrastructure barriers in the AI landscape.