diff --git a/🤖-Artificial-Intelligence.md b/🤖-Artificial-Intelligence.md
index 0d8ac562..a44573e8 100644
--- a/🤖-Artificial-Intelligence.md
+++ b/🤖-Artificial-Intelligence.md
@@ -157,7 +157,7 @@
 * [⁠AnyCoder](https://huggingface.co/spaces/akhaliq/anycoder) - Coding AI
 * [AI SDK](https://sdk.vercel.ai/) - Coding AI / [GitHub](https://github.com/vercel/ai)
 * [Qodo](https://www.qodo.ai/) - Coding AI
-* [Blackbox](https://www.blackbox.ai/) - Coding AI / No Sign-Up
+* [Blackbox](https://www.blackbox.ai/) - Coding AI
 * [⁠Seron](https://www.seron.dev/) - Coding AI
 * [Denigma](https://denigma.app/) - Coding AI / No Sign-Up / [Discord](https://discord.gg/mZx4REBvKm)
 * [Aider](https://aider.chat/) - Terminal Coding AI / [Discord](https://discord.com/invite/Y7X7bhMQFV) / [GitHub](https://github.com/Aider-AI/aider)
@@ -209,7 +209,6 @@
 * [ChatGPT System Prompt](https://github.com/LouisShark/chatgpt_system_prompt) - Prompt Directory
 * [The Big Prompt Library](https://github.com/0xeb/TheBigPromptLibrary) - Prompt Directory
 * [Jailbreak Listings](https://rentry.org/jb-listing) - Prompt Directory / Jailbreaks
-* [ChatGPT & Bing AI Prompts](https://github.com/yokoffing/ChatGPT-Prompts) - Prompt Directory
 * [promptfoo](https://www.promptfoo.dev/) - Prompt Playgrounds / [Discord](https://discord.gg/gHPS9jjfbs) / [GitHub](https://github.com/promptfoo/promptfoo)
 * [Tensor Trust](https://tensortrust.ai/) / [GitHub](https://github.com/HumanCompatibleAI/tensor-trust) or [Gandalf](https://gandalf.lakera.ai/) / [GitHub](https://github.com/lakeraai) - Prompting Skill Games
 * [RedTeam Arena](https://redarena.ai/) - AI Jailbreak Game
@@ -348,7 +347,7 @@
 * [Makeayo](https://makeayo.com) / [Discord](https://discord.gg/FbdSxdeV8m)
 * [biniou](https://github.com/Woolverine94/biniou)
 * [Sygil WebUI](https://sygil-dev.github.io/sygil-webui/) / [Colab](https://colab.research.google.com/github/Sygil-Dev/sygil-webui/blob/main/Web_based_UI_for_Stable_Diffusion_colab.ipynb) / [Discord](https://discord.com/invite/ttM8Tm6wge) / [GitHub](https://github.com/Sygil-Dev/sygil-webui)
-* [Radiata](https://ddpn08.github.io/Radiata/en/) / [GitHub](https://github.com/ddPn08/Radiata)
+* [Radiata](https://ddpn08.github.io/Radiata/en/)
 * [SD WebUI Forge](https://github.com/lllyasviel/stable-diffusion-webui-forge)
 * [ComfyUI-Zluda](https://github.com/patientx/ComfyUI-Zluda)
 * [⁠Amuse](https://www.amuse-ai.com/) - Stable Diffusion for AMD Systems / [X](https://x.com/Amuse_AI)
@@ -364,7 +363,7 @@
 * [⁠ImagePromptGuru](https://imagepromptguru.net/) or [CLIP Interrogator](https://huggingface.co/spaces/fffiloni/CLIP-Interrogator-2) / [Colab](https://colab.research.google.com/github/pharmapsychotic/clip-interrogator/blob/main/clip_interrogator.ipynb), [2](https://colab.research.google.com/github/pharmapsychotic/clip-interrogator/blob/open-clip/clip_interrogator.ipynb) - Determine Image Prompts 
 * [SD Dynamic Prompts](https://github.com/adieyal/sd-dynamic-prompts) - Extension for Automatic1111
 * [AI Horde](https://stablehorde.net/) - Stable Diffusion GPU Hoarde / [Interface](https://aqualxx.github.io/stable-ui/), [2](https://tinybots.net/artbot), [3](https://artificial-art.eu/) / [Discord](https://discord.gg/3DxrhksKzn) / [GitHub](https://github.com/Haidra-Org/AI-Horde)
-* [IOPaint](https://www.iopaint.com/) - Image Fill / Item Removal / [Colab](https://colab.research.google.com/drive/1TKVlDZiE3MIZnAUMpv2t_S4hLr6TUY1d?usp=sharing) / [GitHub](https://github.com/Sanster/IOPaint)
+* [IOPaint](https://www.iopaint.com/) - Image Fill / Item Removal / [Colab](https://colab.research.google.com/drive/1TKVlDZiE3MIZnAUMpv2t_S4hLr6TUY1d?usp=sharing)
 * [Unstable Diffusion](https://discord.com/invite/unstablediffusion) - AI Image Community
 * [Generative AI for Beginners](https://microsoft.github.io/generative-ai-for-beginners/) - Generative AI Guides