AI observability is going full-lifecycle: Dynatrace completed its acquisition of Arize, uniting pre-launch AI evaluation with post-launch monitoring. Full visibility from dev to prod, surfacing issues earlier. Phoenix (open source) continues. #AIObservability #GenAI

This applies to context usage, cost, latency, carbon attribution, modeled water, and healthcare disclosure.

Show what was measured. Label what was derived. Qualify what was modeled. Verify what the number belongs to.

#AIObservability #DataProvenance