DigDeep Tech Podcast

Five takeaways from AWS re:Invent 2025


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Most re:Invent recaps focus on product launches.

That misses the real story.

AWS used re:Invent 2025 to show how second movers win long term.

Graviton changed the cost structure

Graviton is no longer an alternative CPU. It is the default. When the cloud provider itself runs cheaper infrastructure, pricing power compounds quietly over time.

Trainium is about economics, not trophies

AWS is not chasing peak benchmark numbers. It is creating predictable training costs while keeping GPU compatibility. Enterprises care about budgets, not scorecards.

Nova models prioritize reliability

Workflow completion matters more than chat quality. Nova models are optimized for consistency, not cleverness.

Agents are built for operations

Most agent systems fail when governance appears. AWS built memory, policy, and auditability first.

AI Factories expand where AI can run

Sovereign launchpads show how AI can move into regulated environments without fragmenting the stack.

AWS was not first in AI hype.

It was patient.

That patience is now turning into control.



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DigDeep Tech PodcastBy Ajay Cyril