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Customizing text content moderation with Amazon Nova

Customizing text content moderation with Amazon Nova

Consider a growing social media platform that processes millions of user posts daily. Their content moderation team faces a familiar challenge: their rule-based system flags a cooking video discussing “knife techniques” as violent content, frustrating users, while simultaneously missing a veiled threat disguised as a restaurant review. When they try a general-purpose AI moderation service, …

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Vxceed builds the perfect sales pitch for sales teams at scale using Amazon Bedrock

Vxceed builds the perfect sales pitch for sales teams at scale using Amazon Bedrock

This post was co-written with Cyril Ovely from Vxceed. Consumer packaged goods (CPG) companies face a critical challenge in emerging economies: how to effectively retain revenue and grow customer loyalty at scale. Although these companies invest 15–20% of their revenue in trade promotions and retailer loyalty programs, the uptake of these programs has historically remained …

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Implement a secure MLOps platform based on Terraform and GitHub

Implement a secure MLOps platform based on Terraform and GitHub

Machine learning operations (MLOps) is the combination of people, processes, and technology to productionize ML use cases efficiently. To achieve this, enterprise customers must develop MLOps platforms to support reproducibility, robustness, and end-to-end observability of the ML use case’s lifecycle. Those platforms are based on a multi-account setup by adopting strict security constraints, development best …

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