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Google's text-to-image model Imagen3's 'ImageFX' feature is now officially available to all users, offering an enhanced prompt interaction experience. Users only need to input descriptive text, and the system can generate corresponding images while optimizing the prompts, providing various options to improve the generation results. Furthermore, Imagen3 also includes a localized modification feature, allowing users to use brush tools to edit specific parts of the image and fill in related descriptive terms, with the system automatically generating the modified image, greatly improving the flexibility and convenience of image generation.

Anthropic announced on Tuesday a suite of new features designed to simplify the process for developers to create AI applications using its language model Claude. These features focus mainly on prompt engineering and are expected to significantly enhance the efficiency of AI application development.New features are located under the Evaluate tab in the Anthropic Console, including: 1. Prompt Generator: Uses Anthropic's own prompt engineering techniques to convert short task descriptions into deta

["Google DeepMind has proposed the OPRO framework, leveraging large language models (LLMs) for optimization by utilizing natural language descriptions of solutions.", "'Deep Breathing' has become the best prompt keyword, improving model performance and prompting researchers to consider how large models respond to positive feedback.", "OPRO has also shown potential in mathematical problems, optimizing linear regression and offering new insights for problem optimization through natural language descriptions.", "Research has validated the effectiveness of prompt optimization across different tasks, achieving significant improvements with broad applicability."