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Comprehensive Analysis of the Leading Generative AI Tools and Trends in 2024

GOOVER DAILY REPORT June 28, 2024
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TABLE OF CONTENTS

  1. Summary
  2. Generative AI Tools for Content Creation
  3. Generative AI Chatbots
  4. AI Writing Tools
  5. AI Search Engines
  6. Generative AI Companies and Startups
  7. Educational and Ethical Considerations in AI
  8. Conclusion

1. Summary

  • The report titled 'Comprehensive Analysis of the Leading Generative AI Tools and Trends in 2024' offers an extensive review of top generative AI tools and their applications in content creation, chatbots, search engines, and various startups. It highlights key tools like ChatGPT, Jasper, Perplexity AI, and Bard, detailing their features, effectiveness, and user reviews. The report also explores the impact of AI on industries and lists innovative companies such as OpenAI that are leading the advancements. Through a structured analysis, the report aims to provide readers with a thorough understanding of the current generative AI landscape and its practical applications across different sectors.

2. Generative AI Tools for Content Creation

  • 2-1. The 20 Best Generative AI Tools in 2024

  • According to the document from Zapier, the '20 Best Generative AI Tools in 2024' were selected based on extensive testing and real-world experiences. These tools are designed to revolutionize content creation, design, automation, and problem-solving. The tools highlighted include Anyword for writing support, Jasper for AI-powered marketing content, Shortwave for email writing and management, Runway for creative video generation, Wondershare Filmora for video polishing, Midjourney for AI image creation, Adobe Photoshop for image enhancement, DALL·E 3 for AI image generation, ElevenLabs for AI voice library, Suno for AI music generation, Beautiful.ai for presentations, Tome for data-driven presentations, Wix for website building, Framer for AI-oriented website design, Microsoft Power Apps for app development, Pico for automated app-building, ChatGPT for versatility, Claude for writing, Zapier Chatbots for custom chatbots, and Zapier Central for workflow automation. Each tool focuses on enhancing creativity and productivity in various domains.

  • 2-2. Top AI Tools for Content Creation

  • From the analysis on 'Top AI Tools for Content Creation', it is noted that AI technology has been an integral part of processes like data analysis and predictions for years. The document emphasizes the distinction between Artificial General Intelligence (AGI) and Artificial Narrow Intelligence (ANI), stating that content creation tools we use today fall under ANI. Key terms explained include Machine Learning and Natural Language Processing (NLP). The document proceeds to list several AI tools for writing and creating visuals, with standout options like ChatGPT for flexibility in natural language processing and Jasper for marketing-focused content generation. AI tools like Grammarly are recognized for improving content quality through grammar and writing assistance, while platforms like Adobe Firefly and Canva's Magic Studio are noteworthy for generating visuals and integrating seamlessly with existing workflows.

  • 2-3. 15 Best AI-Powered Content Generation and Strategy Tools

  • This section, based on the document detailing '15 Best AI-Powered Content Generation and Strategy Tools', highlights AI's role in bypassing human limitations in content marketing's art and science. Tools mentioned include HubSpot for machine-assisted content strategy, Concured for AI-driven content personalization, BrightEdge for enterprise SEO, and Crayon for competitive intelligence. MarketMuse is noted for AI-powered SEO insights, while Acrolinx excels in content governance. Platforms like Cobomba, Frase, Automated Insights, HyperWrite, Jasper, Writesonic, Grammarly, Descript, and Synthesia also feature, offering varied capabilities like generating short-form content, optimizing SEO, and performing automated editing. These tools enhance productivity, quality, and strategic planning in content marketing.

  • 2-4. AI Tools for Proposal Writing

  • In 'AI Tools for Proposal Writing', the document focuses on the nine best AI tools available in the USA for 2024. Tools such as Writesonic are highlighted for their superior content structuring capabilities, while Jenni AI is praised for creating professional academic proposals. Rytr is recognized for effective proposal concept development and Jasper for rewriting and rephrasing grant proposals. These tools streamline proposal writing by automating research, enhancing content quality, and ensuring persuasive, data-rich outputs. Each tool comes with unique features like language support, plagiarism checks, and integration capabilities, catering to diverse professional needs.

3. Generative AI Chatbots

  • 3-1. 21 Best Generative AI Chatbots in 2024

  • The list of the 21 best generative AI chatbots in 2024 provides an extensive comparison of the leading chatbot software based on features, query limits, language models, and pricing. The evaluation included considerations such as cost, feature set, ease of use, quality of output, and support to help users determine the best chatbot for their business. Freshchat, Crisp Chatbot, ChatGPT, Kommunicate, Claude, ChatSpot, Intercom, Google Gemini, Jasper, Tidio, and Perplexity AI were some of the top chatbots listed. They serve different purposes, such as automating self-service, nurturing leads, versatility in advanced generative AI chat features, handling customer support, and more. Notable features of these chatbots include customizable chat widgets, advanced conversational capabilities, and integrations with multiple third-party services like OpenAI, IBM Watson, Zapier, and Shopify. The pros and cons of each chatbot were also discussed, along with their pricing plans.

  • 3-2. 11 Best AI Chatbots to Try in 2024

  • The report on the 11 best AI chatbots to try in 2024 highlights chatbots known for their ability to handle various tasks ranging from writing emails to creating code and images. The list includes ChatGPT, AIChatsy, ChatOn App, Google Gemini, Microsoft Copilot, Perplexity AI, Copy AI, Jasper AI, and more. The strengths of these chatbots are their human-like responses, integration capabilities, and the variety of tasks they can handle. Some chatbots come with advanced features such as support for multiple languages, high data privacy and security, and real-time answers. The report also detailed the pros and cons of each chatbot, noting, for instance, ChatGPT's extensive capabilities alongside its limited free version and potential for incorrect information during high demand. Overall, the chatbots are intended to enhance productivity and streamline various tasks.

  • 3-3. The Top Free AI Chatbots

  • This section reviews the top free AI chatbots as viable alternatives to ChatGPT. The list emphasizes Miro, QuillBot, Taskade, Perplexity, Notion, Jasper AI, ChatSonic, and others. Each chatbot is described in terms of its primary functionalities, such as brainstorming, writing, coding, project management, and visual productivity. For instance, Miro is praised for its ability to create visual content like mind maps and flowcharts, while Taskade is noted for its comprehensive task management and ideation tools. The review includes the pros, such as extensive template libraries and AI integrations, and the cons, such as learning curves and occasional limitations in features. Pricing models for these chatbots range from entirely free plans to premium subscriptions that unlock additional features. The analysis provides a useful guide for users looking to enhance their productivity while minimizing costs.

4. AI Writing Tools

  • 4-1. The Top 15 AI Writing Tools in 2024

  • In 2024, AI writing and content generation tools have become pivotal in enhancing productivity across various sectors. The market is anticipated to exceed $66 billion by the end of 2024. This growth is driven by the increasing integration of AI in tasks ranging from writing blog posts to generating social media content. The following are some of the top AI writing tools used in 2024 along with their unique features and user reviews: 1. **Guru**: Best overall AI assistant that helps streamline the content creation process, e.g., summarizing lengthy documents and refining writing by fixing spelling mistakes. User reviews highlight its impact on operations and teamwork. 2. **Copy.ai**: Known for generating marketing and sales copy, this tool simplifies the content writing process by utilizing OpenAI’s GPT-3. Features include AI actions, a plagiarism checker, and translation capabilities. Users appreciate its ease of use and content quality. 3. **Rytr**: This free AI writer and content generator is perfect for crafting high-quality content across various formats. Its notable features include an auto-complete text generator and blog outline creation, aimed at helping users overcome writer’s block. 4. **Writesonic**: A generative AI platform focused on creating SEO-optimized content. Key features include internal linking, brand voice adaptation, and an image generator. Users commend its speed and accuracy in content creation. 5. **Jasper**: Known for its ability to generate original content quickly in multiple languages. Important features include a vast array of templates and Google Docs integration, making it suitable for marketing teams looking to accelerate content production. 6. **WriterZen**: This tool provides a robust SEO content workflow, making keyword research and content planning more effective. Features such as topic discovery, keyword explorer, and an integrated plagiarism checker enhance its usability for content creators. 7. **ChatGPT**: Utilizes natural language processing to assist in generating content and refining writing. Known for brainstorming, meeting summarization, and voice recognition capabilities, ChatGPT is praised for its versatility and ease of use. 8. **Anyword**: Uses copy intelligence to create on-brand content and offers predictive performance scoring, which helps improve content effectiveness. Utilized by enterprise marketing teams for its efficiency and compliance with security standards. 9. **Google Gemini**: Integrated with Google Workspace, it aids in writing content and refining business documents. Features include brainstorming, data protection, and an image generator, making it valuable for professional use. 10. **Writer**: An enterprise-level generative AI tool focused on ensuring content consistency. It provides features like meeting recaps and an FAQ generator, suitable for industries such as healthcare and finance. 11. **Wordtune**: This tool enhances writing with suggestions for better clarity and flow. Its features include grammar checking, rewriting, and summarizing capabilities, appreciated for ease of use and daily utility. 12. **LongShot AI**: Specializes in creating long-form, accurate content. Features like the FactGPT content generator and automated blog workflows are beneficial for sectors requiring detailed and precise writing. 13. **Grammarly**: Improves everyday writing by offering personalized suggestions and grammar correction. Known as a writing partner for professional and personal use, it is widely recognized for enhancing written communication quality.

  • 4-2. 12 Favorite Free AI Content Generator Tools

  • Free AI writing tools offer significant value, especially for brands with tight budgets or constrained schedules. Here are 12 popular free AI content generator tools of 2024: 1. **Teachable**: Best for creating course curriculums, it rapidly generates lesson outlines, quizzes, and assignments, integrating seamlessly into Teachable's platform. 2. **Claude**: Ideal for engaging conversations and creative writing, it supports contextual understanding over long interactions and generates cohesive content, including translation and summarization. 3. **Copy.ai**: An all-around AI content generator suitable for creating various online content with advanced tone and style controls. It supports multiple languages to aid global content creation. 4. **Jasper**: Known for maintaining consistent brand voice across content, it integrates with SurferSEO to improve search rankings and includes features like predefined content templates. 5. **Simplified**: An arsenal of AI tools offering content, image, and video creation. It assists content creators with AI design and social media scheduling. 6. **Rytr**: This versatile AI writing assistant helps produce tailored, SEO-optimized content suitable for global use due to its multi-language support. 7. **Writesonic**: Offers extensive collaboration options suitable for marketing teams, with tools including ad copy generation and customized brand voice features. 8. **ContentBot**: Excels in blogging, helping create structured blog posts with advanced auto-complete functionality and SEO-driven rich content templates. 9. **ChatGPT**: Versatile for various text-based applications, offering personalization and contextual understanding along with a wide range of use cases. 10. **Buffer**: A comprehensive social media management tool that streamlines content creation, scheduling, and analytics, enhancing social media presence. 11. **ContentShake**: Powered by SEMrush, it helps create optimized blog content through keyword suggestions and content performance analysis. 12. **Anyword**: Specializes in AI copy generation with predictive performance scores and audience-specific customization, enhancing copy relevance and engagement. These tools leverage AI's advancements to facilitate high-quality content creation, supporting diverse writing needs from education to professional marketing.

5. AI Search Engines

  • 5-1. Perplexity AI vs ChatGPT: Which AI Tool Reigns Supreme?

  • In the rapidly evolving landscape of artificial intelligence, Perplexity AI and ChatGPT have emerged as two formidable tools, each with distinct strengths. Perplexity AI excels in delivering accurate, source-cited information, making it ideal for research and data analysis, while ChatGPT, powered by OpenAI's GPT architecture, is versatile, handling a wide array of tasks such as drafting emails, creating social media posts, solving logic problems, and coding. Interaction with Perplexity AI is more structured and information-centric, focusing on precise, fact-based answers with citations. In contrast, ChatGPT offers a more engaging and human-like conversational experience, making it suitable for natural language interaction and creative problem-solving. Perplexity AI leverages multiple sources to provide detailed answers and utilizes a combination of GPT-4, Claude 2.1, Gemini Pro, and its own exclusive model for enhanced research capabilities. ChatGPT's multimodal capabilities allow it to process text, images, and audio inputs, offering a richer interactive experience. Choosing between Perplexity AI and ChatGPT depends on specific needs: Perplexity AI is better for in-depth research and accuracy, whereas ChatGPT excels in conversational AI and versatility.

  • 5-2. Best Perplexity AI Alternatives and Competitors

  • Perplexity AI is a leading AI search engine known for turning complex queries into easy-to-understand answers. However, for those seeking alternatives with varying features, there are numerous options available in 2024. Some notable alternatives include ClickUp Brain, Bard (Google Bard AI), Bing AI, Jasper, Komo, Writesonic, Poe, Pi, ChatGPT, and GitHub Copilot. These alternatives vary in features such as user experience, training ease, pricing, reputation, and reviews. ClickUp Brain, for example, offers an AI assistant for managing tasks, documents, and improving writing. Bard, by Google, provides a chat-based, AI-powered app known for access to recent data. Bing AI integrates with Microsoft's ecosystem and assists in finding answers and writing code. Each alternative has its unique pros and cons, making it essential to evaluate them based on personal needs.

  • 5-3. Perplexity vs Bard vs ChatGPT: AI Models Compared

  • Perplexity AI, Bard (Google Bard AI), and ChatGPT are leading AI models with distinct specialties. Perplexity AI focuses on accurate, real-time data, making it excellent for research tasks. Bard excels in creative tasks and factual language understanding, often used for social media campaigns and content creation. ChatGPT is known for its engaging conversations and versatility in generating diverse text formats. While Perplexity AI leverages advanced models like GPT-3.5 and GPT-4 for comprehensive answers, Bard utilizes Google's Gemini models for creative and factual responses. ChatGPT, powered by OpenAI's GPT architecture, offers customizable interactions and multimodal capabilities. Each tool has its strengths: Perplexity AI for precise research, Bard for creativity and language understanding, and ChatGPT for engaging conversations and wide-ranging applications.

  • 5-4. Best AI Search Engines in 2024

  • The year 2024 has seen significant advancements in AI search engines, with various tools offering unique features to enhance user experience and search capabilities. Leading AI search engines include Perplexity AI, which provides accurate, source-cited information and real-time data for research. ClickUp Brain offers integrated solutions for managing tasks and receiving contextual answers. Bard, developed by Google, provides creative solutions and factual language understanding with features like image generation and YouTube video interactions. Bing AI integrates with Microsoft's ecosystem, offering high-quality search results and coding assistance. Jasper focuses on AI content creation with a user-friendly chatbot. Komo provides a private, ad-free search experience, while Writesonic assists in AI copywriting and content generation. These AI search engines reflect the diverse and innovative approaches in the field, catering to different needs and preferences.

6. Generative AI Companies and Startups

  • 6-1. Top Generative AI Startups Innovating in 2024

  • The landscape of generative AI startups is rapidly evolving with new players entering the field and established ones reaching new heights. The most innovative startups in 2024 include: 1. **OpenAI** - Founded in 2015, OpenAI remains a pivotal figure in generative AI, known for GPT-4 and DALL-E 3. Their expansion into text-to-video generation with Sora and strong partnerships, particularly with Microsoft, consolidates their status. 2. **Anthropic** - Since its inception in 2021, Anthropic's focus on building safer and more customizable AI platforms like Claude has made significant strides in AI safety and enterprise-level conversational AI. 3. **Cohere** - Established in 2019, Cohere specializes in NLP solutions for business operations, excelling in enterprise conversational AI and multilingual embedding. 4. **Glean** - Founded in 2019, Glean enhances enterprise search capabilities with AI-driven models that ensure privacy and governance, making it a tool of choice for knowledge management. 5. **Jasper** - Known for its AI-driven marketing content generation since 2021, Jasper's acquisition of Clickdrop enhances their multimodal content creation capabilities. 6. **Hugging Face** - A community-centered platform, Hugging Face was founded in 2016 and offers tools like BLOOM, which supports multilingual content generation. 7. **Inflection AI** - This startup, founded in 2022 and now focusing on AI studio offerings, leverages human-computer colloquial communication through tools like Pi. 8. **Stability AI** - Known for image and video generation with tools like Stable Diffusion, Stability AI, founded in 2019, maintains a significant presence despite some controversies. 9. **MOSTLY AI** - Specializing in synthetic data generation for industries like banking and insurance, founded in 2017, it's useful for data anonymization and application development. 10. **Lightricks** - Known initially for the Facetune app, this 2013-founded company now spans broader generative AI capabilities including video and avatar creation.

  • 6-2. 20 Top Generative AI Companies Leading in 2024

  • The leading generative AI companies of 2024 reflect a mix of technological giants and innovative startups making waves in the AI arena. 1. **OpenAI** - A forefront leader with its suite of AI models and growing innovations such as GPT-4, ChatGPT, DALL-E 3, and the newly introduced Sora for video generation. 2. **Microsoft** - Driving enterprise-level AI integration through products like Microsoft Copilot and GitHub Copilot, leveraging its deep partnership with OpenAI. 3. **Alphabet (Google)** - With its Gemini models, Google continues to integrate AI deeply with its core services, emphasizing scalability and ethical AI principles. 4. **Amazon (AWS)** - Offers varied generative AI solutions like Amazon Bedrock and SageMaker, providing managed services and third-party model customizations. 5. **NVIDIA** - A powerhouse in AI GPUs and hardware, NVIDIA also impacts the software domain with AI frameworks like NeMo and BioNeMo. 6. **Anthropic** - Emphasizes AI safety and customizable, high-context applications with its Claude models and API. 7. **Cohere** - Provides robust NLP models for various business applications, focusing on comprehensive language-processing tools. 8. **Glean** - Excels in workplace search and internal knowledge management, leveraging AI for efficient information dissemination within organizations. 9. **Jasper** - Continues its trajectory in AI content creation, especially in marketing and enterprise contexts. 10. **Hugging Face** - Known for its open-source models and community-driven AI solutions, including the multilingual language model BLOOM.

  • 6-3. 60 Growing AI Companies and Startups

  • AI startups are showing tremendous growth across various sectors as they harness the power of generative models and other AI technologies. Some prominent examples include: 1. **DeepL** - Specializes in neural machine translation with notable accuracy, founded in 2009 in Germany, now growing with significant venture funding. 2. **Frame AI** - Leading in customer success platforms with its Voice of the Customer engine, using AI to turn qualitative feedback into actionable quantitative data. 3. **Uizard** - From Copenhagen and founded in 2018, focusing on AI-driven design for web and mobile apps, translating sketches into functional designs. 4. **Moveworks** - Uses conversational AI for workplace support and issue resolution, based in California and founded in 2016. 5. **Synthesia** - Known for AI video creation, providing scalable and realistic video solutions for businesses, growing rapidly since 2017. 6. **Writesonic** - AI content generation tool that aids in creating various forms of written content quickly, founded in 2021 and expanding its user base significantly. 7. **Atomic AI** - Works on facilitating molecular and medicinal development using generative AI for biomedicine. 8. **MindsDB** - Offers AutoML platforms to simplify predictive modeling and generative AI for businesses, based in California and founded in 2017. 9. **Shield AI** - Defense tech specializing in autonomous systems for military applications, an industry leader since 2015. 10. **Eightfold** - Focuses on AI-powered HR technologies to improve recruitment, retention, and talent management.

7. Educational and Ethical Considerations in AI

  • 7-1. Additional Resources - Generative Artificial Intelligence

  • Artificial Intelligence Additional Resources Terminology: Artificial Intelligence: Key terms and definitions List of 13 key AI terms to know, curated by Caltech. AI terms + education: A glossary of what you need to know An incomplete list of terms related to AI used for research and writing. 50 AI terms every beginner should know A comprehensive glossary of 50 terms for AI and machine learning beginners. AIPRM’s Ultimate Generative AI GlossaryFrom students to professionals, this resource is designed to empower every reader with a solid and clear understanding of the critical concepts that drive generative AI. Prompting: Learn Prompting Guide A comprehensive (and free) guide on tailored to non-technical readers, who may not have even heard of AI, making it the perfect starting point if you are new to Generative AI and Prompt Engineering. Examples of Prompts: Ethical Considerations and Uses of Generative Artificial Intelligence: Artificial Intelligence (AI) and ethics: Overview Description of the main ethical concerns when developing and using AI. AI and ethics: Sixteen challenges and opportunities A list of 16 potential hazards to consider for ethical and socially responsible use of AI. Artificial Intelligence: Examples of ethical dilemmas Concrete examples of ethical and legal issues encountered when using AI. 3 steps for AI ethics SAS's steps for addressing ethical concerns when working with AI to ensure responsible use. Analysis: How we think about copyright and AI art Legal analysis of potential applications of copyright law to the use of AI art, addressing concerns of human artists. UNESCO's Ethics of Artificial Intelligence Core principles and values for human-centered use of AI. Beta principles for the ethical use of AI and data enhanced technologies in Ontario Six principles for the ethical use of AI in Ontario’s government processes, programs, and services. Principles of Artificial Intelligence Ethics for the Intelligence Community Principles used by the American Intelligence Community in their work with AI. The Responsible AI Manifesto for Marketing and Business Principles for the ethical use of AI to increase efficiency and performance in marketing and business. Editorial and Research Considerations for Generative Artificial Intelligence Developing topics with Chat GPT A slideshow describing how students can use AI to develop topics for papers and strategies for searches. Also lists additional appropriate and inappropriate uses of AI for students’ writing. Why qualitative researchers should embrace AI, but cautiously A review article describing a recommended approach to qualitative coding with AI. Using AI Tools in Your Research A guide to the academically acceptable use of AI tools in research. Unlocking the potential of AI in research Examples of appropriate use of AI in research and its limitations. Artificial Intelligence (AI): Generative AI in your research A guide to the academically responsible use of AI tools in graduate research. Guidance on the appropriate use of Generative Artificial Intelligence in graduate theses Frequently asked questions about the appropriate and acceptable use of AI tools in graduate research. Exploring the use of AI in the research process A report of the uses of AI in research and interview responses from researchers regarding its role. Adapted from "ChatGPT and Generative Artificial Intelligence (AI): Generative AI Resource List" by the University of Waterloo Library: https://subjectguides.uwaterloo.ca/chatgpt_generative_ai/resources Beyond ChatGPT: Generative AI Tools Text Generators Bing Compose Embedded in Microsoft Edge browser Google Duet AI Embedded in Google Docs and Gmail. Join the waitlist in Google Labs. How to use the new AI writing tool in Google Docs and Gmail (Computerworld, 6/8/2023) Claude Claude is an "AI assistant created by Anthropic to be helpful, harmless, and honest." Claude is known for having a particularly large memory and can summarize large documents or multiple pdfs. Perplexity Perplexity AI is an AI-powered search engine and chatbot that leverages advanced technologies like natural language processing (NLP) and machine learning to provide accurate and comprehensive answers to user queries. Designed to search the web in real-time, it offers up-to-date information on a wide range of topics. With an intuitive user interface, Perplexity AI is a valuable resource for students, researchers, and anyone seeking precise answers supported by citations. Poe Poe by Quora is a unique platform that gives users access to multiple AI chatbots in one place. Includes its own gpt-3.5-turbo assistant, Claude, GPT, LLaMa and Code LLaMa, and PaLM. Also includes a variety of specialized bots. Image and Media Generators Adobe Firefly (beta) AI tools for text to image, generative fill, text effects, generative recolor, 3D to image, and extend image (change the aspect ratio). Also included in Adobe Photoshop beta. Bing Image Generator Text-to-image generator powered by OpenAI’s DALL·E 2. Free with a Microsoft account. Bing suggests the following template to get started: adjective + noun + verb + image/art style Craiyon Completely free text-to-image generator. Formerly called DALL·E mini but never associated with DALL·E or OpenAI. Designed by developer Boris Dayma. DALL·E 2 OpenAI’s freemium text-to-image generator. No longer free for new subscribers. Bing Image Creator is a free alternative. Dream by WOMBO Text-to-image generator. Free version generates one image at a time; paid version generates four options. Images are editable with additional text prompts. Fotor Free AI Image Generator Freemium tool powered by the open source Stable Diffusion machine learning algorithms, including GAN and VAE, and Fotor’s proprietary algorithm. 6 Best Prompts for AI Art You Should Try. Fotor also offers an AI photo editor that can enhance photos, remove image backgrounds, retouch portraits, erase unwanted objects from photos, and batch edit multiple photos. Ideogram Ideogram is an AI image generator that claims to have solved a problem that plagues AI image generators -- the ability to generate coherent text within an image. Leonardo.ai Bills itself as a free alternative to Midjourney, but users must sign up for the waitlist. Includes image-to-image prompt option. Mage Space Mage Space AI is an AI art generator that uses Stable Diffusion V1.5 and V2.1. It offers various features like text-to-image, image-to-image, and image-to-GIF conversions. The tool has a slightly complex interface, but it offers various image creation and editing features. Midjourney Midjourney is a self-funded, independent research lab whose text-to-image generator creates the highest quality digital art. No free tier and prompts must be entered via Discord. 8 Tips For Writing Effective Midjourney Prompts. There is currently no free tier for new users. Modyfi Modyfi is a collaborative, AI-native, web-based design and image creation platform that combines the design and image making tools with AI-powered creative technology Stable Diffusion Stable Diffusion is a latent text-to-image diffusion model capable of generating photo-realistic images given any text input. Stable Diffusion Prompt Library Adapted from "Generative Artificial Intelligence: Using Generative AI Tools" by UC San Diego: https://ucsd.libguides.com/AI/tools

  • 7-2. Comparing the Top Generative AI Tools!

  • Generative artificial intelligence (AI) tools like ChatGPT burst onto the scene in late 2022 as the most advanced publicly available chatbot. Now in 2023, top technology companies like Google and startups including Anthropic and Perplexity are releasing their own AI models to compete with and potentially surpass ChatGPT. In this article, the leading generative AI tools, such as ChatGPT, Bard, Claude 2, and Perplexity, are compared based on their features, capabilities, advantages, disadvantages, accuracy, and ideal use cases. Main Details of Key AI Tools: ChatGPT: - AI Models: GPT-3.5, GPT-3.5 Turbo, GPT-4 - Model Size: 1.5 billion parameters - Training Data: 570 GB of text and code - Token Limit: 4,096 tokens for GPT-3.5 and up to 32,000 for GPT-4 - API: Yes, available at https://platform.openai.com/signup - Cross-Platform: Web, iOS, Android - Price: Free version uses GPT-3.5, ChatGPT Plus $20/month enables access to GPT-3.5 Turbo, GPT-4, plugins, and internet access Unique Features include access to over 900 plugins, ability to execute code, and multimedia input capabilities. Advantages include strong conversational abilities, broad content creation, answering questions, translation, and creativity. Disadvantages include lack of memory, potential factual inaccuracies, limited knowledge on recent events, and higher cost for API usage. Bard: - AI Model: PaLM-2 - Model Size: 137 billion parameters - Training Data: 750 GB of text and code - Token Limit: 4,000 tokens - API: Yes, available at https://developers.generativeai.google - Cross-Platform: Web, iOS, Android - Price: Free Unique Features include integration with Google services and real-time fact-checking. Advantages include updated information, reinforced accuracy, and integration with multiple Google products. Disadvantages include manual fact-checking, limited creativity, fewer integrations, and no persistent memory. Claude 2 by Anthropic: - AI Model: Claude 2 - Model Size: 137 billion parameters - Training Data: Not publicly disclosed - Token Limit: 100,000 tokens - API: Yes, with limited early access - Cross-Platform: Web-based - Price: Free version, Claude Pro $20/month Unique Features include a large context window and file input capabilities. Advantages include nuanced conversations, quick and accurate responses, expertise in math and programming, data filtering, and ethical design. Disadvantages include usage limits on the free version, no internet access, limited functionality, and no integrations. Perplexity AI: - AI Models: GPT-3, GPT-4, Copilot, Claude 2 - Model Size: 1.5 billion parameters - Training Data: 570 GB of text and code - Token Limits: Up to 32,000 tokens - API: Yes, available with a Pro subscription - Cross-Platform: Web, iOS, Android - Price: Free version, Perplexity Pro $20/month Unique Features include a Discover Tab, response focus options, displaying sources, and generating related prompts. Advantages include focusing response sources, streamlined research, and internet-connected for accurate responses. Disadvantages include file upload limits, limited abilities, and minimal customization options. Overall, each AI tool offers unique strengths: ChatGPT excels in conversational versatility, Bard leverages Google's real-time data, Claude 2 is robust in technical tasks, and Perplexity specializes in AI-assisted web browsing.

8. Conclusion

  • The analysis of generative AI tools in 2024 reveals a landscape marked by robust innovation and diverse applications spanning content creation, chatbots, search engines, and emerging startups. Key insights show tools like ChatGPT enhancing creativity and productivity while Perplexity AI excels in research accuracy. Jasper offers unparalleled content generation capabilities, and Bard integrates smoothly with Google services. OpenAI continues to lead in AI advancements, pushing the technological boundaries with tools like DALL-E. The heightened impact of these AI tools underscores the need for ongoing ethical and educational scrutinity. Looking ahead, future research will determine the sustainable integration of these technologies in various domains, potentially reshaping industries further and streamlining everyday tasks. Additionally, practical applications of these tools will continue to expand as they become more entrenched in both business and personal environments.

9. Glossary

  • 9-1. ChatGPT [Technology]

  • An advanced AI tool by OpenAI, trained using RLhf and built upon GPT-3.5 leveraging Azure AI. It offers improved reasoning, creativity, and visual input processing capabilities, making it a versatile tool for various applications including customer service, tutoring, and creative writing.

  • 9-2. Perplexity AI [Technology]

  • A conversational search engine specializing in research and data analysis with accurate source-cited information. It integrates with search engines and provides real-time data access, making it ideal for academic research and extensive data-driven tasks.

  • 9-3. Jasper [Product]

  • An AI-powered content generation tool known for its ability to create high-quality content in multiple languages. It is particularly useful for SEO optimization and creating various forms of digital content, enhancing overall productivity for content creators.

  • 9-4. OpenAI [Company]

  • A leading AI research and deployment company behind innovations like ChatGPT and DALL-E. OpenAI focuses on creating highly advanced generative models that push the boundaries of machine learning and artificial intelligence.

  • 9-5. Bard [Technology]

  • Google's generative AI model offering real-time information and smooth integration with Google services. Bard specializes in providing accurate and up-to-date data, making it highly suitable for information retrieval tasks.

  • 9-6. Claude [Technology]

  • Anthropic's generative AI model focusing on safety and ethical guidelines. Claude includes features like a large context window and file input capabilities, making it a reliable tool for extensive research and complex query resolution.

  • 9-7. Zapier [Product]

  • An automation tool that enhances efficiency by connecting different applications and automating workflows. It is widely used by teams to streamline operational tasks, thereby improving overall productivity.

10. Source Documents