The State
of AI.

The stack is consolidating around two axes: cloud-native AI deployment and agentic hardware

Today's news reveals a clear two-front race. OpenAI is moving distribution into the cloud hyperscalers (AWS first), collapsing the gap between model access and enterprise infrastructure. Simultaneously, Google is re-architecting hardware from the silicon up specifically for multi-step agent workloads. For builders, this means the 'where does my AI run' question is becoming as strategically important as 'which model do I use' — and the GPT-5 goblin incident is a timely reminder that model reliability at scale requires active reward-signal auditing, not just version pinning.