aiqbench analysis

Anthropic's massive capital expenditure on compute infrastructure highlights the intense resource demands of training frontier models, while DeepSeek's full open-sourcing of its inference framework signals a strategic shift toward efficiency and community collaboration. Meanwhile, industry leaders like Jensen Huang advocate for safety mechanisms rather than regulatory halts, balancing rapid innovation with responsible deployment.