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Tips on how best to use the stunning new Midjourney v6, a look at the new claims of 'imminent' healthspan extension and a glimpse at the potential of Gemini 2, given the compute power of Google - plus Suno AI, RunwayML and more. Welcome to the Christmas Edition of AI Explained!

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The recent rise of powerful large language models (LLMs) has revolutionized the field of natural language processing (NLP). The performance of these generative models is largely dependent on users’ prompts, which are becoming increasingly detailed and complex. A Google Trends search reveals a hundredfold increase in popularity for the term “prompt engineering” over the last six months, and social media is teeming with novel prompting tips and templates. Is trial-and-error really the best approach, or could there be a more efficient way to develop effective prompts? In the new paper Automatic Prompt Optimization with “Gradient Descent” and Beam Search, a Microsoft...

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