AI Infra Scaling & Capacity Guarantees

Anthropic Colossus2, xAI gigawatt, OpenAI Guaranteed Capacity; KVServe optimizes disaggregated serving efficiency. New: AWS Bedrock AgentCore enables scalable serverless multi-agent systems, addressing latency and state management in production.