Boost Your Prompts with These 4 Magic Words
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Boost Your Prompts with These 4 Magic Words
In a revealing study titled "Re-Reading Improves Reasoning in Large Language Models", researchers have uncovered a surprising, but simple technique to improve the performance of AI models like ChatGPT and Claude.
The method, dubbed "RE2", involves prompting the chatbot to re-read the question before attempting to answer.
For example:
Your original prompt:
'Question'
RE2 Prompt:
'Question
Read the question again: Question'
In the original prompt, the question is presented once. In the RE2 version, the four magic words, "Read the question again" are added before the same prompt.
The study suggests that this simple repetition of the question allows the AI to process the information more thoroughly. The research team, led by Xiaohan Xu, rigorously tested RE2 across an extensive set of 14 datasets, covering 112 experiments in arithmetic, commonsense, and symbolic reasoning tasks.
RE2 consistently boosted reasoning performance for various language models, including davinci-003 and ChatGPT, and across different prompting strategies like zero-shot and chain-of-thought. As Xu explains, "By re-reading the question, the model can grasp it from a more global perspective, similar to how humans benefit from re-reading."
Give it a try in your own prompts. All it takes is adding the four magic words, '"Read the question again."
Does AI Create More Original Ideas than Researchers?
Another fascinating study has pitted artificial intelligence against human researchers to see who can generate the most original research ideas. The AI tool came up with an impressive 4,000 novel concepts in mere hours, while 50 scientists worked independently to produce their own ideas.
In a surprising twist, reviewers who evaluated the ideas without knowing their origin found the AI-generated concepts to be more exciting than those from the human participants. Although, the AI ideas scored slightly lower on feasibility.
While the study has limitations, such as focusing on a single research area and potentially hindering the humans' best work, it raises intriguing questions about the role AI could play in ideation.
Prompt of the Week
An AI prompt for marketers is a text input designed to guide an AI like ChatGPT in generating creative marketing ideas and copy. It helps you leverage AI to enhance your campaigns and decision-making processes.
This Week's Feature: Gamification Guru
This week's featured prompt allows you to transform the marketing for your offer into an engaging, interactive experience. By leveraging advanced game mechanics and psychological principles, you'll create campaigns that captivate your target audience in a completely new way. With "Gamification Guru", you'll receive three tailored gamification strategies designed to elevate your specific marketing objectives.
Access the Full Prompt Here
Or take sneak peak below:
_Objective_
Brainstorm and deliver three advanced, tailor-made gamification strategies to enhance the following marketing offer:
[Describe your offer in detail here]
1. Deep Dive into the Marketing Offer:
– Analyze Thoroughly: Carefully review the provided information to fully understand the product/service, market positioning, and competitive landscape.
– Identify Key Elements: Extract essential features, benefits, and unique aspects that can be leveraged in gamification.
– Acknowledge Goals and Challenges: Recognize any specific marketing goals (e.g., increased engagement, lead generation, brand awareness) and address any stated challenges or limitations.
🚀 Discover the 27 ‘Plug-and-Play’ AI Prompts Every Marketer Needs
Access All 27 Prompts Here
Tool to Try
MarketMuse is an AI content strategy and planning software that simplifies the process of creating high-quality, impactful content. By providing clear insights into what to write and why, the tool enables brands, agencies, and publishers to build effective content plans in minutes.
AI Tool Highlights:
🎯 Cluster Identification & Planning: MarketMuse analyzes your site and the SERP to identify high-impact content clusters based on your priorities, such as traffic potential, quick wins, and topic coverage.
📝 In-Depth Content Briefs: Generate comprehensive content briefs that go beyond simple outlines. MarketMuse provides topic, SERP, and competitive analyses, along with guidance on how to differentiate your content.
📊 On-Demand Content Inventory: Access unique views of your content inventory at any time, eliminating the need for time-consuming annual content audits. Easily filter and analyze your content to identify areas that require attention and optimize your resource allocation.
🔍 Quality & Claims Analysis: Assess the quality of your content objectively using MarketMuse's advanced analytics. Identify low-quality content, unsupported claims, and broad statements.
🚀 Improved Search Outcomes: MarketMuse helps you navigate the increasingly complex search landscape by providing content insights that elevate your entire site. By focusing on the right topics and creating high-quality content, you'll improve your chances of ranking and influencing language models like LLMs.
🤝 Team Collaboration: Drive impact across your entire content team, from writers and editors to content strategists and SEO specialists.
One More Need to Know News Story
Meta Releases Llama 3.2—and Gives Its AI a Voice
Meta has unveiled significant upgrades to its AI capabilities. The company announced that its AI assistants will now feature celebrity voices like Dame Judi Dench and John Cena, and have gained the ability to perceive and understand visual information from users' photos. Meta also demonstrated experimental features like live Spanish-English translation, automatic video dubbing, and AI avatars that can answer fan questions.
Meta also released Llama 3.2, the first open-source multimodal AI model from the company. Versions of Llama 3.2 can run on mobile devices, enabling AI-powered apps that utilize the camera and screen.
Meta CEO Mark Zuckerberg showed potential applications like providing recipe advice based on visible ingredients and commenting on clothing in a store. The new Llama model comes in various sizes, including smaller versions optimized for ARM-based mobile chips from Qualcomm and MediaTek.
Mind Fodder
Director James Cameron Explains Why He's Joining Stability AI's Board
The company, led by new CEO Prem Akkaraju, develops cutting-edge generative AI models for creating images, video and audio. Cameron says he was drawn to Stability AI by his long relationship with Akkaraju and chairman Sean Parker, as well as their shared vision of combining the worlds of AI and visual effects.
Cameron believes Stability AI sits at a unique intersection between big tech, generative AI, and the CGI workflows used in movies and television. Akkaraju sees immense potential in the next five years as Stability AI focuses on building AI pipelines and applications to transform visual media, leveraging their multi-modal capabilities spanning images, video, 3D and audio.
Watch the Full Video Here
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The AI Marketers
