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Prompting Amazon Nova 2 for content moderation

If you moderate user-generated content at scale, you need a system that catches policy violations accurately without over-flagging legitimate posts. A moderation system that misses harmful content puts you at risk, while one that flags too aggressively frustrates your audience. Every organization defines its own policies, so a single classifier rarely works for every use …

NeuralCompanion

NeuralCompanion is an open-source, local-first AI companion project for people who like building, experimenting, and seeing how far personal AI can go on their own hardware. It brings together realtime voice chat, local LLMs, TTS/STT, image generation, interactive tutorials, API-friendly workflows, and a modular addon system into one desktop app designed to be flexible, hackable, …

A lot of major updates on Flux Real-Time pipeline

Hello! Just a week ago I have posted here announce of my real-time streaming pipeline based of Flux.2-Klein. Here is the original post. And first of all, thanks a lot for your support! In comment you have asked for many features to add. Thank for effort of github contributors, the community and me most of …

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Restrict access to sensitive documents in your Amazon Quick knowledge bases for Amazon S3

Organizations that must restrict access to sensitive documents increasingly rely on AI-driven search and chat to help employees find answers across large repositories. Coarse-grained permissions that control access at the knowledge base level work well for many teams, but sensitive documents require more granular control to restrict specific documents or folders to authorized teams, individuals, …

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Gemini Live Agent Challenge: Announcing the winners and highlights

The Gemini Live Agent Challenge is officially in the books! We challenged developers worldwide to break out of the traditional ‘text box’ paradigm by building next-generation AI agents. From our initial announcement to amassing 11,878 participants and 1,536 submitted projects from 151 countries, the results were nothing short of spectacular. The mission was to seamlessly …