AI Hub: Dynamic Repository of AI Resources
Discover a vibrant AI Hub, to gain access to a plethora of resources, cutting-edge tools, and expert guidance to unleash the boundless potential of artificial intelligence.
RESEARCH TOOLS
Tool | Description | Link |
---|---|---|
Perplexity | Perplexity AI is an AI-powered tool designed to help you navigate the vast world of academic research. It uses several advanced technologies, including natural language processing and machine learning, to analyze and summarize research papers, providing you with easily digestible insights and highlighting key findings. | Perplexity |
Concensus | Imagine a powerful research assistant that combs through millions of scientific papers, pinpoints the ones most relevant to your query, and then distills them into clear, understandable summaries. That’s the magic of Consensus. This AI-powered search engine empowers you to navigate the complex world of research with ease and efficiency. | Concensus |
Research Rabbit | Tool assisting researchers in discovering relevant academic papers, articles, and publications related to AI and machine learning. | Research Rabbit |
Google Scholar | Search engine specifically designed for finding scholarly literature across various disciplines, including AI research papers. | Google Scholar |
arXiv | Open-access repository containing scientific papers in various fields, including artificial intelligence, machine learning, and computer science. | arXiv |
Semantic Scholar | AI-powered search engine for academic papers that assists researchers in discovering influential and relevant publications. | Semantic Scholar |
Mendeley | Reference manager and academic social network that helps researchers organize papers, collaborate, and discover new research. | Mendeley |
DeepAI | Collection of AI models and APIs for various tasks, including text generation, translation, summarization, and more, aiding researchers in AI-related projects. | DeepAI |
IBM Watson Research | Platform offering AI tools, resources, and research papers developed by IBM’s research division focusing on artificial intelligence. | IBM Watson Research |
OpenAI Research | Repository and platform for accessing research papers, models, and articles published by OpenAI on artificial intelligence. | OpenAI Research |
Allen Institute for AI (AI2) | Research institute providing resources, datasets, and papers in AI, with a focus on natural language understanding and reasoning. | Allen Institute for AI |
Hugging Face Hub | Platform for sharing and discovering AI models and datasets, fostering collaboration among researchers in NLP and other AI domains. | Hugging Face Hub |
TensorFlow Research Cloud | Cloud-based platform and tools provided by TensorFlow for conducting AI research and experimentation. | TensorFlow Research Cloud |
PyTorch | Open-source machine learning library offering tools, resources, and a community for researchers and developers in AI and deep learning. | PyTorch |
Fast.ai | Online courses, software libraries, and research resources aimed at democratizing AI education and making it accessible to all. | Fast.ai |
TEXT GENERATION TOOLS
Tool | Description | Link |
---|---|---|
Anyword | Platform utilizing AI to generate effective and engaging ad copies and content for marketing purposes. | Anyword |
Bard | AI-driven tool focused on text generation, assisting in crafting engaging and diverse content across multiple domains. | Bard |
Bing AI | The Microsoft Copilot AI chatbot aimed at simplifying your online experience and empowering you with information and creativity. | Bing AI |
ChatGPT | An advanced AI model capable of generating human-like text for various purposes, including conversation and content creation. | ChatGPT |
Conversion.ai | Platform using AI to generate marketing copy, blog posts, and creative content tailored to specific needs. | Conversion.ai |
Copy.ai | Tool employing AI to generate marketing content, including ad copies, social media content, and more. | Copy.ai |
Copysmith | AI tool specializing in generating marketing copy, including ad copies, product descriptions, and more. | Copysmith |
DeepAI | Collection of AI models and APIs for various tasks, including text generation, translation, and summarization. | DeepAI |
EleutherAI’s GPT-J | Open-source large-scale language model providing text generation capabilities for diverse applications. | EleutherAI’s GPT-J |
Grammarly’s AI Writing Assistant | Grammarly’s AI-powered tool offering suggestions to improve grammar, style, and tone. | Grammarly AI |
Hugging Face’s models (e.g., Transformers, BART) | Libraries providing access to various pre-trained transformer models for text generation, translation, summarization, and more. | Hugging Face’s models |
INK | AI-powered writing platform focusing on SEO optimization and readability enhancement for content creation. | INK |
Jasper | An AI-powered text generation tool designed for producing high-quality written content. | Jasper |
Kafkai | AI content creation platform capable of producing human-like text suitable for different applications. | Kafkai |
LaMDA | Language model developed by Google, adept at engaging in open-ended conversations. | LaMDA |
Megatron-Turing NLG | Advanced natural language generation model used for creating text-based content. | Megatron-Turing NLG |
OpenAI’s Codex | Language model designed for code generation and assisting developers in writing code snippets and solutions. | OpenAI’s Codex |
OpenAI’s GPT-3 (e.g., ChatGPT) | An advanced language model capable of generating human-like text across various domains, aiding in conversation, content creation, and more. | OpenAI’s GPT-3 (e.g., ChatGPT) |
Outwrite | Writing assistant using AI for grammar checking, style improvement, and plagiarism detection in text. | Outwrite |
Phrasee | AI tool specializing in creating compelling and optimized marketing language for email campaigns and advertising. | Phrasee |
Portent | Tool utilizing AI to generate creative and impactful content for marketing purposes. | Portent |
Rasa | Open-source conversational AI platform aiding in building contextual AI chatbots and assistants. | Rasa |
Replika | Chatbot designed for personal conversations and emotional support, capable of generating empathetic text responses. | Replika |
Rytr | Writing assistant leveraging AI to produce compelling and personalized text content for various purposes. | Rytr |
Scalenut | AI-powered writing tool assisting in creating optimized and engaging content. | Scalenut |
ShortlyAI | AI-powered platform offering quick and coherent text generation for different purposes like content creation and copywriting. | ShortlyAI |
Spin Rewriter | AI-powered content spinning tool aiding in generating unique variations of content for SEO purposes. | Spin Rewriter |
Wordtune | AI-driven writing assistant that helps in refining and enhancing text to make it clearer and more effective. | Wordtune |
Writesonic | AI-powered software assisting in generating persuasive and creative content for marketing and storytelling. | Writesonic |
IMAGE GENERATION TOOLS
Tool | Description | Link |
---|---|---|
Artbreeder | Platform allowing users to create unique and customized images by blending and evolving existing visuals using AI. | Artbreeder |
DALL-E 2 | Advanced image generation AI by OpenAI, capable of creating diverse and contextually relevant images from textual descriptions. | DALL-E 2 |
Deep Dream Generator | Platform utilizing AI to create surreal and dream-like images from user-provided visuals. | Deep Dream |
Deep Nostalgia by MyHeritage | Tool utilizing AI to animate old photos and generate realistic movements in still images. | Deep Nostalgia |
DeepArt | Online platform using AI to transform photos into artworks by applying various artistic styles. | DeepArt |
Dream by WOMBO | AI-driven image generation tool known for creating surreal and imaginative visuals from user input. | Dream |
FaceApp | Application employing AI for facial transformation, including age progression, filters, and various effects. | FaceApp |
Lensa AI | Image editing tool powered by AI, offering features to enhance and modify photographs. | Lensa AI |
Luminar AI | Photo editing software integrating AI for intelligent image enhancement and editing capabilities. | Luminar AI |
Midjourney | AI-powered platform focused on creating visually stunning and diverse images for various purposes. | Midjourney |
MyHeritage AI Time Machine | Tool utilizing AI to animate old photographs and generate realistic movements in still images. | MyHeritage AI |
NightCafe Creator | Tool employing AI to generate artistic and visually appealing images, suitable for various contexts. | NightCafe |
Pixlr X | Online photo editing tool offering various AI-powered features for image enhancement and manipulation. | Pixlr X |
Prisma | App utilizing AI to apply artistic filters and transform photos into unique artistic styles. | Prisma |
Remini | AI-driven platform specializing in enhancing and restoring the quality of old and low-resolution images. | Remini |
RunwayML | Creative toolkit leveraging AI for diverse image generation and manipulation tasks, including visual effects and editing. | RunwayML |
Stable Diffusion | Platform utilizing AI to generate high-quality and stable images with controllable features. | Stable Diffusion |
Topaz Labs | Suite of AI-powered image editing plugins and software offering various editing functionalities. | Topaz Labs |
VanceAI | AI-based platform providing image enhancement and restoration features for photographs. | VanceAI |
AUDIO GENERATION TOOLS
Tool | Description | Link |
---|---|---|
Altered | AI-powered tools to enhance and modify voice recordings for creative or professional use. | Altered |
DeepZen | Text-to-speech platform capable of creating natural-sounding voiceovers and audio content. | DeepZen |
ElevenLabs | ElevenLabs offers AI-based voice generation and synthesis for creating natural-sounding audio content across various applications. | ElevenLabs |
Jukebox by OpenAI | AI-powered platform generating music in various genres and styles based on user input. | Jukebox |
KitsAI | KitsAI offers lifelike audio creation using AI-driven text-to-speech and voice synthesis tools for narration and storytelling. | KitsAI |
Listnr | AI tool converting text articles into human-like audio for wider audience reach, catering to podcasters and publishers. | Listnr |
LovoAI | An AI platform creating lifelike voices for videos, podcasts, and more through text-to-speech and voice-over services. | LovoAI |
Murf | Audio creation tool employing AI for generating music, sound effects, and diverse audio compositions. | Murf |
Readspeaker | Text-to-speech software employing AI to convert written text into lifelike speech. | Readspeaker |
Resemble | Platform utilizing AI to create realistic synthetic voices and generate personalized speech. | Resemble |
Sonantic | AI-powered platform specializing in creating emotionally expressive and realistic character voices for games and media. | Sonantic |
Speechelo | AI text-to-speech software offering various voice options and customization features. | Speechelo |
Synthesia | Generate personalized videos at scale with human-like avatars and custom audio through an AI-driven video platform. | Synthesia |
Uberduck | Uberduck provides AI-driven voice-over and text-to-speech services for multimedia projects and content creation. | Uberduck |
Voiceflow | Platform enabling the creation of interactive voice and chatbot applications using AI. | Voiceflow |
VoiceForge | Online platform offering a variety of text-to-speech voices for different applications. | VoiceForge |
VoiceOverMaker | VoiceOverMaker leverages AI to produce top-quality voice-overs in multiple languages for various media projects. | VoiceOverMaker |
Voicera | AI-powered platform for transcribing and summarizing meeting conversations and generating meeting highlights. | Voicera |
Voiser | Create natural-sounding voice recordings and storytelling content with an AI-based platform. | Voiser |
VIDEO GENERATION TOOLS
Tool | Description | Link |
---|---|---|
Adobe Premiere Pro | Professional video editing software offering advanced editing features and effects. | Adobe Premiere Pro |
Final Cut Pro X | Apple’s professional video editing software known for its powerful features and intuitive interface. | Final Cut Pro X |
DaVinci Resolve | Comprehensive video editing software with powerful color grading tools. | DaVinci Resolve |
Filmora | User-friendly video editing software suitable for beginners and intermediate users. | Filmora |
iMovie | Apple’s easy-to-use video editing software designed for casual and entry-level users. | iMovie |
Vimeo Create | Video creation tool offering templates and tools for making engaging videos. | Vimeo Create |
Clipchamp | Online video editor providing various features for creating and editing videos. | Clipchamp |
Lumen5 | AI-powered platform transforming text into engaging video presentations. | Lumen5 |
InVideo | Platform employing AI for creating professional-quality videos with customizable templates and features. | InVideo |
Kapwing | Online video editor leveraging AI for creating and editing video content for social media and beyond. | Kapwing |
Adobe After Effects | Software for creating visual effects and motion graphics for videos. | Adobe After Effects |
Animoto | Video creation platform utilizing AI to produce professional-quality videos from user-uploaded content. | Animoto |
Biteable | Online video-making platform providing templates and AI-assisted tools for creating marketing and social media videos. | Biteable |
Camtasia | Screen recording and video editing software for creating instructional videos and presentations. | Camtasia |
ClipScribe | Online tool for creating and editing videos with features for adding captions and text overlays. | ClipScribe |
Descript | Tool offering transcription, video editing, and collaborative features using AI-driven technology. | Descript |
FlexClip | Online video maker with AI-driven tools for creating videos and slideshows. | FlexClip |
Jasper Video | AI-powered tool focused on generating high-quality video content for various applications. | Jasper Video |
Magisto | AI-powered video editing app for creating marketing and social media videos. | Magisto |
Movavi Video Editor | User-friendly video editing software offering a range of features for video creation and enhancement. | Movavi Video Editor |
Promo AI | Tool offering AI-driven video creation for marketing purposes, including ads and promotional content. | Promo AI |
Rocketium | Video creation platform offering customizable templates and AI-powered features. | Rocketium |
RunwayML | Creative toolkit utilizing AI for various video generation and manipulation tasks, including visual effects and editing. | RunwayML |
Synthesia | AI-powered video synthesis platform allowing the creation of realistic and personalized video content. | Synthesia |
Typito | Video editing platform integrating AI features for creating engaging and professional videos. | Typito |
VEED | Video editing tool powered by AI, providing features for editing and enhancing videos online. | VEED |
Wave.video | Online video maker offering templates, stock footage, and editing tools for creating marketing videos and social media content. | Wave.video |
Wideo | Online video creation platform utilizing AI for creating animated videos and presentations. | Wideo |
Wondershare Filmii | Easy-to-use video editing software with AI-powered features for beginners. | Wondershare Filmii |
PRODUCTIVITY TOOLS
Tool | Description | Link |
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Airtable | Collaboration and project management tool combining the features of a spreadsheet and database. | Airtable |
Asana | Task and project management software for teams, facilitating communication and tracking progress. | Asana |
Box | Cloud content management platform for secure file sharing, collaboration, and workflow automation. | Box |
Buffer | Social media management platform for scheduling and analyzing posts on various social media platforms. | Buffer |
Calendly | Online scheduling tool simplifying the process of arranging meetings and appointments. | Calendly |
Chili Piper | Appointment scheduling and meeting booking software for sales and customer service teams. | Chili Piper |
Clara | AI-powered virtual assistant specializing in scheduling meetings and managing calendars. | Clara |
Drift | Conversational marketing platform leveraging AI for sales and customer engagement. | Drift |
Dropbox | Cloud-based file storage and collaboration platform allowing file sharing and synchronization across devices. | Dropbox |
Evernote | Note-taking app enabling users to capture and organize notes, documents, and ideas across devices. | Evernote |
Evernote Web Clipper | Browser extension enabling users to save web content directly to Evernote. | Evernote Web Clipper |
Freedcamp | Project management and collaboration platform for organizing tasks, files, and communication. | Freedcamp |
Google Assistant | AI-powered virtual assistant by Google, aiding in tasks, scheduling, and information retrieval. | Google Assistant |
Google Keep | Note-taking app for capturing and organizing ideas, lists, and reminders. | Google Keep |
Google Workspace (formerly G Suite) | Suite of productivity and collaboration tools including Gmail, Google Drive, Google Docs, Sheets, Slides, and more. | Google Workspace |
Grammarly | Writing assistant offering grammar checking, spell checking, and style improvement suggestions. | Grammarly |
Hootsuite | Social media management platform allowing users to schedule and manage posts across multiple networks. | Hootsuite |
Hunter | Tool for finding email addresses associated with a specific domain or individual. | Hunter |
IFTTT | Automation platform connecting various apps and devices to create custom workflows and automate tasks. | IFTTT |
LastPass | Password manager helping users securely store and manage passwords across multiple accounts. | LastPass |
MeisterTask | Task management tool integrating with MindMeister for seamless project planning and execution. | MeisterTask |
Microsoft Office 365 | Suite of productivity tools including Word, Excel, PowerPoint, Outlook, and more for document creation, spreadsheet management, presentations, and email. | Microsoft Office 365 |
Microsoft Power Automate | Workflow automation tool integrating various apps and services to automate repetitive tasks. | Microsoft Power Automate |
Microsoft Teams | Collaboration platform integrating chat, video meetings, file storage, and app integration for teamwork. | Microsoft Teams |
MindManager | Mind mapping and visualization tool for organizing thoughts, ideas, and projects. | MindManager |
MindNode | Mind mapping app for visualizing ideas, structuring thoughts, and planning projects. | MindNode |
Miro | Online collaborative whiteboard platform for brainstorming, planning, and visual collaboration. | Miro |
Monday.com | A platform built for project management, team collaboration, and workflow automation. | Monday.com |
Notion | All-in-one workspace allowing users to organize notes, tasks, databases, and more. | Notion |
Nozbe | Task and project management app for individuals and teams to increase productivity. | Nozbe |
OmniFocus | Task management app for macOS and iOS devices for organizing tasks and projects. | OmniFocus |
OneNote | Digital notebook by Microsoft for organizing notes, sketches, web clippings, and more. | OneNote |
Otter.ai | AI-powered transcription tool for capturing and organizing meeting notes, interviews, and lectures. | Otter.ai |
Otter.ai Live Transcribe | Real-time transcription tool for live events, meetings, and conferences. | Otter.ai Live Transcribe |
App for saving articles, videos, and web content to view later across devices. | ||
Quip | Collaboration platform combining documents, spreadsheets, and chat for teamwork and productivity. | Quip |
Remember The Milk | Task management app enabling users to create to-do lists, set reminders, and manage tasks. | Remember The Milk |
Rephrase AI | AI-powered writing tool for paraphrasing and rewriting sentences or paragraphs. | Rephrase AI |
RescueTime | Time management tool tracking computer and mobile device usage to improve productivity. | RescueTime |
SaneBox | Email management tool organizing and filtering emails to maintain inbox sanity. | SaneBox |
Slack | Communication platform facilitating team collaboration through messaging, file sharing, and integration with various apps and tools. | Slack |
Taskade | Taskade AI is a powerful AI-powered productivity platform designed to supercharge your workflow and collaboration. It helps you work faster, smarter, and more creatively, both individually and as a team. | Taskade |
TickTick | Task and to-do list app with features for task management, reminders, and collaboration. | TickTick |
Time Doctor | Employee time tracking and productivity management software for remote teams. | Time Doctor |
Todoist | Task management application aiding in organizing and prioritizing tasks and projects. | Todoist |
Toggl | Time tracking tool for managing work hours, projects, and improving time management. | Toggl |
Trello | Project management tool utilizing boards and cards to organize tasks and workflows collaboratively. | Trello |
Wrike | Project management and collaboration software for teams managing tasks and projects. | Wrike |
Zapier | Automation tool connecting different apps and automating workflows without coding knowledge. | Zapier |
Zoom | Video conferencing and communication tool used for online meetings, webinars, and virtual collaboration. | Zoom |
ALL ABOUT PROMPT ENGINEEING
Prompt engineering is the art of crafting the perfect question or instruction for an AI model, unlocking its full potential and guiding its output towards desired results. Think of it as the bridge between your intentions and the AI’s understanding.
Prompt Engineering Unveiled: Navigating the AI Conversation
Question | Answer |
---|---|
What does prompt engineering involve? | Prompt engineering involves crafting precise and context-rich instructions, or prompts, to guide AI language models, ensuring desired and accurate responses. |
Who uses prompt engineering with AI language models? | Developers, content creators, and individuals working with AI language models utilize prompt engineering to optimize model outputs. |
Where is prompt engineering applied? | Prompt engineering is applied across various domains, including natural language processing, artificial intelligence research, and machine learning projects. |
When is prompt engineering essential? | Prompt engineering is essential whenever accurate, context-aware, or domain-specific responses are required from AI models, such as content generation, question answering, or specialized tasks. |
Why is effective prompt engineering crucial? | Effective prompt engineering is crucial because it enhances the quality of AI-generated content, making it more relevant and aligned with user expectations. |
How can one engage in successful prompt engineering? | Successful prompt engineering involves formulating clear, concise, and well-structured prompts. It also requires experimentation with different approaches to optimize AI model responses. |
Prompt Engineering Subtopics: Exploring Nuances
Subtopic | Description |
---|---|
Contextual Precision | Crafting prompts that provide the necessary context for the AI model to understand the task. |
Specific Queries | Formulating prompts with explicit questions or directives to elicit targeted responses. |
Format Guidance | Specifying the desired format (e.g., paragraph, list, summary) for the AI-generated output. |
Keyword Emphasis | Highlighting important keywords to steer the model’s attention towards relevant information. |
Positive and Negative Examples | Using examples to illustrate the desired response style and content. |
Controlled Output | Employing techniques to guide the model’s output and avoid unwanted biases. |
Creative Content Generation | Crafting prompts that encourage the model to generate creative and novel ideas. |
Data Source Utilization | Incorporating data sources or references within prompts for fact-based responses. |
Ambiguity Resolution | Creating unambiguous prompts to prevent misunderstandings by the model. |
Prompt Iteration | Experimenting with different phrasings and structures to optimize results. |
Task Customization | Tailoring prompts for specific tasks, such as translation, summarization, or code generation. |
Domain Adaptation | Adapting prompts to specific domains or industries for accurate domain-specific responses. |
Clarification Prompts | Designing prompts that instruct the model to ask for further clarification when needed. |
Ethical Considerations | Ensuring prompts avoid generating harmful, biased, or inappropriate content. |
Limiting Lengthy Responses | Guiding the model to provide concise and focused outputs. |
Sensitivity to Tone | Incorporating tone and style preferences within prompts for context-appropriate responses. |
Multi-Turn Interactions | Crafting prompts for conversational interactions with the model across multiple exchanges. |
Error Handling | Developing prompts that encourage the model to acknowledge and correct errors in its responses. |
Localized Context | Creating prompts that consider the cultural and regional context of the audience. |
Adapting to Model Updates | Adjusting prompts as AI models evolve to maintain effective communication. |
Building Blocks of a Prompt
Block | Description |
---|---|
Task | Defines main action or outcome. It is the core of any prompt. |
Scenario | Provides context and background. Context is essential for understanding the relevance and scope of the task. |
Goal | Sets desired outcomes. Knowing the desired outcome helps align the response with the prompt’s purpose. |
Examples | Gives tangible directions. Examples offer clarity about what is expected in the response. |
Preferred Solutions | Suggests desired methods for the task. Preferred solutions indicate the approach that aligns with the prompt’s goals. |
Role | Sets perspective for the answer. Role can be important in certain prompts, especially when the perspective differs from the default. |
Audience | Identifies target audience needs. Understanding the audience is crucial for effective communication. |
Format | Defines content layout. Format matters for readability and organization. |
Tone | Indicates style of language. Tone sets the style and mood of the response. |
Constraints | Outlines limitations. Constraints are important for setting boundaries. |
Sample Prompts for Prompt Engineering
Subcategory | Prompt |
---|---|
Contextual Precision | “Provide a detailed explanation of the role of renewable energy sources in reducing carbon emissions.” |
Specific Queries | “Explain the process of photosynthesis, highlighting the role of chlorophyll and sunlight.” |
Format Guidance | “Summarize the main advantages and disadvantages of adopting blockchain technology in supply chain management in bullet points.” |
Keyword Emphasis | “Discuss the impact of social media on mental health, focusing on the effects of ‘cyberbullying.'” |
Positive and Negative Examples | “Give examples of sustainable practices (positive) and their opposite (negative) in the hospitality industry.” |
Controlled Output | “Explain the concept of quantum entanglement without delving into speculative theories or pseudoscience.” |
Creative Content Generation | “Imagine a future society where robots perform all household tasks. Describe a typical day in this society.” |
Data Source Utilization | “Reference recent statistics on global deforestation rates and explain the factors contributing to this trend.” |
Ambiguity Resolution | “Define ‘bank’ in the context of finance, distinguishing between commercial banks and investment banks.” |
Prompt Iteration | “Elaborate on the significance of the ‘butterfly effect’ in chaos theory. Provide examples to illustrate its impact.” |
Task Customization | “Translate the following English paragraph about climate change into Spanish: [English paragraph].” |
Domain Adaptation | “Discuss the challenges specific to data privacy in the healthcare industry, considering regulations like HIPAA.” |
Clarification Prompts | “Explain the term ‘artificial intelligence’ as if the reader has no prior knowledge of the subject. Ask questions if further details are needed.” |
Ethical Considerations | “Describe the benefits of genetic modification in agriculture, ensuring that the discussion avoids promoting unethical practices.” |
Limiting Lengthy Responses | “Summarize the key findings of the research study on the effects of sleep deprivation on cognitive performance in 3-4 sentences.” |
Sensitivity to Tone | “Compose a response explaining the importance of empathy in customer service, maintaining a professional yet empathetic tone.” |
Multi-Turn Interactions | “Initiate a conversation with the AI model, starting with a question about the history of space exploration.” |
Error Handling | “Explain the concept of ‘machine learning’ with an emphasis on accuracy. If there are any inaccuracies, correct them in the response.” |
Localized Context | “Discuss traditional wedding customs in Japan, considering the cultural significance of each ritual.” |
Adapting to Model Updates | “Explain the concept of ‘neural networks’ as it was understood in the early 2000s. If there have been advancements, briefly mention them.” |
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