MSA reduces attention computation for million-token contexts by a factor of 28.4 through blockwise sparse selection and achieves practical speedups via co-design of algorithm and GPU kernel.
DXC is already successfully deploying Claude in production through 95%+ of software development on its new OASIS platform and is now rolling it out to customers in regulated, modern, and cybersecurity-critical environments.
Datadog extends its observability platform with automated IT-Ops, specialized agent security, and decentralized data processing to address AI-driven complexity and cost challenges.
Production AI systems require a two-component architecture that combines performance with controllability and reliability, not just maximum model capacity.
