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March 30, 2025
Midjourney, the company specializing in AI-based image generation, has surprisingly published research findings on a new method that is supposed to significantly expand the creative writing potential of large language models (LLMs). The technique aims to overcome the often stereotypical and predictable output of LLMs and help them achieve greater originality and diversity.
LLMs have made impressive progress in text generation in recent years. They can write texts, answer questions, and even write program code. However, they often lack true creativity and their texts frequently appear generic and uninspiring. This is because LLMs are trained on massive datasets and tend to reproduce the patterns and structures present in this data. Genuine creative leaps, unexpected twists, and original ideas often fail to materialize.
Midjourney's new method addresses this point and attempts to lure LLMs out of their comfort zone in a targeted manner. Details about the procedure are still sparse, but initial reports suggest that it involves a combination of different techniques. A key aspect seems to be the modification of the training process to encourage the models to learn more diverse text structures and styles. Another approach could be the targeted manipulation of input prompts to encourage LLMs to produce more unusual and creative responses.
The method developed by Midjourney could have far-reaching implications for various application areas of LLMs. From the creation of creative content such as poems, screenplays, and novels to the development of innovative marketing texts and personalized chatbots – the possibilities are diverse. The technology could also provide new impetus in the field of research and development by enabling LLMs to solve complex problems in more creative ways and generate new insights.
Although Midjourney's research findings are promising, it remains to be seen how the method will perform in practice. Further research and experiments are necessary to explore the full potential of the technology and define its limitations. However, it can be assumed that developments in the field of creative AI will progress rapidly in the coming years and that LLMs will be able to generate texts in the future that are not only informative and correct, but also inspiring and original.
For Mindverse, a German company specializing in AI-powered content creation and developing customized AI solutions such as chatbots, voicebots, AI search engines, and knowledge systems, these advancements are of particular interest. The integration of such technologies into its own product range could help Mindverse provide its customers with even more powerful and creative tools.
Bibliographie: - https://the-decoder.com/midjourney-develops-new-method-to-improve-llms-creative-writing-range/ - https://venturebeat.com/ai/midjourneys-surprise-new-research-on-making-llms-write-more-creatively/ - https://www.threads.net/@the_ainavigator/post/DHyc3_iJbEr/midjourney-develops-new-method-to-improve-llms-creative-writing-rangehttpsthe-de - https://www.aibase.com/news/16565 - https://twitter.com/theaitechsuite/status/1905951654869963010 - https://app.daily.dev/posts/midjourney-s-surprise-new-research-on-making-llms-write-more-creatively-llhdskz0u - https://arxiv.org/html/2503.17126v1 - https://getcoai.com/news/midjourney-expands-into-ai-creative-writing-with-new-diversity-techniques/ - https://jrodthoughts.medium.com/inside-meta-ais-new-method-to-build-llms-that-think-before-they-speak-5bd689bbb582 ```