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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 …