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SageMaker training session APIs

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Write your own training loop — without managing GPUs — with Amazon SageMaker training session APIs Amazon Web Services · 16 hours ago · 35

Timeline

Month Quarter Year

October 2026

Amazon SageMaker AI introduced new training session APIs to support custom LLM training loops and serverless model customization without managing GPUs Feature update

22 Oct Write your own training loop — without managing GPUs — with Amazon SageMaker training session APIs

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Amazon SageMaker AI develops this tool · 1 source

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TLDRocket 23 October 2026

Enterprise AI is hitting its “last mile” problem: buyers want models, but they’re increasingly stuck on risk paperwork. Startups are losing deals in the final vendor-risk assessment because procurement teams escalate from basic security into questions about AI governance and security, while written answers don’t arrive quickly enough. IBM’s 2026 Cost of a Data Breach Report says shadow AI incidents doubled year-on-year and appeared in 43% of security incidents—so “just integrate it” no longer works. The practical fix is turning vague promises into an AI inventory, written AI accountability policies, and explicit data-processing answers, including EU AI Act readiness as of 2 August 2026.

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