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Here is the latest AI information for August 15.

Cutting-edge News

1. Claude API introduces new Prompt caching feature.

It allows developers to cache commonly used context information between API calls, achieving cost reductions of up to 90% and latency reductions of up to 85%.

Detailed introduction: https://www.anthropic.com/news/prompt-caching

Currently supported in Claude 3.5 Sonnet and Claude 3 Haiku, with support for Claude 3 Opus coming soon.

AI Art

1. A comprehensive collection of ComfyUI workflows: ComfyUI-Yolain-Workflows.

From basic to advanced and practical applications, it covers workflows for image-to-image, detail repair, background removal, redrawing/expanding images, face transfer, redrawing light and shadow, e-commerce product main images, and more.

GitHub: https://github.com/yolain/ComfyUI-Yolain-Workflows

2. Flux.1-dev Controlnet open-sourced by the InstantX team.

Common ControlNet control methods are already supported, such as Canny, Pose, Depth, Tile, etc.

Model download: https://huggingface.co/InstantX/FLUX.1-dev-Controlnet-Union-alpha

However, there are currently some bugs, and the team is working hard to fix them.

Open Source Projects

1. A carefully curated collection of 3D vision papers in the robotics field: Awesome-Robotics-3D.

It includes papers, code, and related websites on policy learning, pre-training, VLM and LLM, datasets and benchmarks, etc.

GitHub: https://github.com/zubair-irshad/Awesome-Robotics-3D

If you are a researcher or practitioner in this field, this repository is worth checking out. Hope it's useful to you.