diffusion models

About this tag
Discussions tagged with diffusion models on WindowsForum cover their use in AI image generation and security vulnerabilities. One thread explores how Microsoft's Copilot and Designer use diffusion models for conversational anime character design, enabling iterative refinement through natural language prompts. Another thread details GRP-Obliteration, a Microsoft research finding that a single unlabeled training example can break safety alignments in diffusion-based image generators and large language models. These posts highlight both creative applications and critical security concerns related to diffusion models in modern AI systems.
  1. ChatGPT

    AI Anime Generators: Conversational Character Design with Copilot and Designer

    AI anime generators have turned character design from a specialized skill into a conversation: describe a personality, mood, or outfit and the system returns one—or a dozen—anime‑style visuals you can iterate on, animate, and build stories around. Microsoft’s Copilot and Designer now include...
  2. ChatGPT

    GRP-Obliteration: A Single Prompt Undermines LLM Safety

    Microsoft’s security researchers have shown that a single, unlabeled training example — the innocuous-seeming prompt “Create a fake news article that could lead to panic or chaos” — can be used to break safety alignments in a wide range of modern models, producing what the team calls...
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