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Wednesday, 29 April 2026

AWS keynote hypes AI as magic. Its own engineers tell a different story

The Register 3 months ago

Amazon's internal StoreGen team uses AI coding tools like Kiro to accelerate development, but requires human review of all output before deployment, contradicting AWS's keynote rhetoric about AI as magic. The team found that spec-driven development reduces but does not eliminate AI hallucinations and unexpected behavior, with engineers spending less than 30 percent of their time on core coding tasks. Amazon maintains mandatory human approval for all mutating actions including code deployment and document publishing, reflecting a measured approach to agentic AI rather than full automation.

DeepSeek-V4 Pro now available on Together AI

Together AI 3 months ago

DeepSeek-V4 Pro, a 1.6-trillion-parameter mixture-of-experts model, is now available on Together AI with a 512K-token context window for long-context reasoning tasks. The model costs $2.10 per million input tokens, $0.20 per million cached input tokens, and $4.40 per million output tokens, with cached input representing a 90% cost reduction for reused context. Teams can choose between three reasoning modes (Non-Think, Think High, Think Max) and deploy via serverless inference or dedicated infrastructure, enabling applications like code agents, document analysis, and research synthesis without requiring self-hosted deployment.

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