- Added Google, GitHub, and Apple sign‑in for SageMaker Studio, enabling account‑free onboarding
- Users land directly in a pre‑configured Studio with free‑tier credits and can invite collaborators to shared environments
- Default GPU access is provided; customers can upgrade to a paid plan with spend limits once free credits are used