Artificial intelligencecông việc

...an artificial intelligence service or software that can efficiently sort through many thousand page PDF's and accurately group similar pages. The project must be automated and provide accurate results. It must be performed with software, AI, etc. No human beings should be reading or looking at the documents. For example, there are 30 documents with an average of 3,000 pages. They needed to be analyzed and extract similar documents into individual PDF's. For example, all vendor invoices from the same vendor extracted and sorted by date, etc. Patter or image recognition using mostly the same format from different vendors or customers when they send pages that are in these bulk PDF's Ideal skills and experience for this job include: - Proficiency in working ...

Project Title: Resolver ejercicios de IA según mi información NO USAR CHAGPT U OTRO SIMILAR I am looking for a freelancer who can help me with solving AI exercises based on my provided instructions. Specific requirements and instructions will be provided by me. Deadline: 2 días Preferred programming language: Python Ideal Skills and Experience: - Strong understanding of Artificial Intelligence concepts and algorithms - Proficiency in Python programming language - Ability to follow detailed instructions and implement solutions accordingly LOS RESULTADOS SE PRESENTAN EN ARCHIVO WORD ******** TRABAJO2: EJERCICIOS SOBRE ALGORITMOS GENETICOS*********

I hope this message finds you well, I have an exciting project in mind that involves enhancing existing Bluetooth speakers with the intelligence of ChatGPT from OpenAI. Project Overview: I am interested in modifying old Bluetooth speakers to transform them into intelligent devices capable of interacting with users through voice commands. The primary objective is to integrate ChatGPT to enable the speakers to answer questions and provide responses similar to popular voice assistants like Alexa. The modified speakers should connect to the internet using either Wi-Fi or Bluetooth tethering from a user's device. Key Features: Voice Command Recognition: Enhance existing speakers with a system for capturing user voice commands effectively. ChatGPT Integration: Integrate ChatGPT to...

I want to build a logo for my company. Its called upgraide We will sell artificial intelligence consulting services. I want the logo to be similar to the one attached. So, I need the word upgraide and then a symbol. The symbol can be at the left or at the right of the word. It should be minimalist and simple. The letters a and i, should be differentiated from the others somehow. Color, pattern, format, shape, whatever, but I need them to be different. All letters should have the same size. I have no preference for colours.

We are seeking an expert in API integration and artificial intelligence to configure the import of external APIs into our advanced GPT model, ChatGPT-4. The project aims to enhance ChatGPT-4's ability to answer questions and provide up-to-date and relevant information using data from external sources. Project Objectives: External API Integration: Set up access and integration of one or more external APIs that provide relevant data to improve ChatGPT-4's responses. Data Structuring: Process and structure data obtained from the APIs into a format comprehensible for ChatGPT-4, enabling the model to effectively use it in responses. Implementation in ChatGPT-4: Integrate API request handling and data manipulation within the ChatGPT-4 environment, ensuring seamless co...

We are searching for a Machine Learning/Computer Vision/Artificial Intelligence expert to create a system (using Python or any other programming language) capable of removing two specific watermarks from a video. The system should meet the following specifications. 1) The system should only recognize two text-level watermarks, for which examples will be provided. 2) The system will accept an MP4 file as input. This file may contain zero, one or two text watermarks in white. The system will process this file and return an output MP4 file devoid of watermarks. Examples of the said MP4 input files will be provided. 3) Resources, including servers, will be provided via Digital Ocean. 4) The watermark removal process should appear natural and not damage or destroy the video. I...

...and solutions in this field, we want to hear from you! Scope of Topics: We are interested in articles covering a broad range of AML-related subjects, including but not limited to: Regulatory Compliance and AML Laws Technological Innovations in AML Detection Case Studies on Successful AML Strategies Global Perspectives on AML Efforts Impact of Cryptocurrencies on AML Practices Role of Artificial Intelligence and Machine Learning in AML Requirements: Proven experience in researching and writing about AML topics. Strong understanding of AML regulations and industry best practices. Ability to produce well-researched, engaging, and informative articles. Proficiency in English with excellent writing and communication skills. Familiarity with relevant citation styles (APA, M...

I want to create a website for marketing using artificial intelligence. The site contains: Social Media Automation Campaign management Content creation using AI Customer service bot There are customer packages limited to 3-4 subscriptions In Python language

We are seeking a skilled developer with expertise in Python or JavaScript, web development, and artificial intelligence to create a cloud service. This service will connect different models in stable diffusion to create an API service for external applications. The goal of this project is to develop a robust and scalable cloud service that can seamlessly integrate various stable diffusion models. This service will serve as a bridge, enabling external applications to leverage these models for their specific use-cases. Background: This project aims to develop a cloud service that can serve as a one-stop-shop for stable diffusion models. This service will provide a set of APIs that external applications can use to access and utilize different Stable Diffusion models based on ...

Projects realated to designing an artificial girl log and a coffe well as writing an article about the general evolution of technologie

...correct pricing Represent the Revi’s brand with class and professionalism Any other duties that pertain to the sales department Learn and develop new, creative sales techniques and strategies What we expect you’ll bring to the role 2-year sales experience (minimum) Minimum of 1-year experience making 100 - 200 cold calls a day Professional, sales-driven individual High level of emotional intelligence Extraordinary communication skills, both written and oral Proficient in assessing customer needs Organized with good time management skills Strong desire to exceed sales/revenue goals Ability to work autonomously while maintaining drive & focus Technology sales experience a plus Salesforce experience is a plus Must be able to make decisions with a high level of con...

...financial literacy to teens, personal finance. Additional guidance: Try to provide the reader with useful resources that can help their teen become financially savvy. Try to make it interesting and engage for the reader. Blog post #2 Title: 5 habits of Intelligent Children Audience: Parents Aim: To show the audience habits that will help their children grow in intelligence Keywords/phrases: smart habits, intelligence, intelligent teens Additional guidance: Try to give the audience uncoventional habits that are proven to bring academic success and increase academic performance in teens. Note: PLEASE remember i have completed the project so there is not much to do i just need a profetional to have a look and add a few sure the amount you bid is what you will wa...

Blog guidelines: EACH blog must have a word count minimum of 1500 words and a maximum of 2000 words Do not include any pictures in your blogs There should be a clear call to action at the end o...financial literacy to teens, personal finance. Additional guidance: Try to provide the reader with useful resources that can help their teen become financially savvy. Try to make it interesting and engage for the reader. Blog post #2 Title: 5 habits of Intelligent Children Audience: Parents Aim: To show the audience habits that will help their children grow in intelligence Keywords/phrases: smart habits, intelligence, intelligent teens Additional guidance: Try to give the audience uncoventional habits that are proven to bring academic success and increase academic perf...

I am looking for a skilled researcher to write a research paper on the ethical implications of GenAI. The paper should be 10-20 pages long and must include expert opinions. The main focus of the paper will be to explore the ethical considerations and potential consequences of integrating artificial intelligence in domains such as health and social care Ideal Skills and Experience: - Strong background in ethics and philosophy - Knowledge of artificial intelligence and genetics - Ability to conduct in-depth research and analyze complex topics - Experience in writing academic papers and citing expert opinions - Attention to detail and excellent writing skills

...Models for enhanced results. Non-Functional Requirements (NFRs) for Gen AI: Detail the necessary non-functional requirements for successful Generative AI implementation and operation. Comparison: On-prem vs. Cloud LLMs: Provide insights into the differences, advantages, and challenges of on-premises versus cloud-based LLM implementations. Requirements: Advanced degree in Computer Science, Artificial Intelligence, or related field. Proven experience in Generative AI technologies, specifically Long Language Models (LLMs). Proficiency in programming languages commonly used in AI/ML development. Strong communication and presentation skills to effectively train and educate teams. Experience in conducting workshops, seminars, or training sessions is highly desirable. Ability t...

...creative? 6. Conclusions (3 points) Were you able to draw useful conclusions from your work? What did you learn? What recommendations, if any, did you make about where the law should go in terms of dealing with the issue you discussed? THIS IS MY PROJECT PROPOSAL: Title: Deepfakes and Intellectual Property: Navigating Rights in AI-Generated Realities Problem Statement: In recent years, artificial intelligence has led to the rise of deepfakes, a technology capable of creating hyper-realistic but entirely fake content. While the potential uses for entertainment, education, and other sectors are vast, the implications for intellectual property rights, when original content is mimicked, manipulated, or falsely represented, are concerning. Describing the Problem: Deepfakes ...

Creation of Product Images for Amazon Using Artificial Intelligence **Introduction:** Welcome to the innovative product image creation contest for Amazon! We warmly invite talented graphic designers from the Freelancer community to participate in this unique challenge, combining creativity and artificial intelligence. **Contest Objective:** The main goal of this contest is to design exceptional product images intended for presentation on the Amazon platform. We encourage the use of artificial intelligence as an innovative tool to enrich and enhance the creative process. The final result is paramount, and we look forward to discovering designs that will stand out on Amazon. **Instructions:** Detailed instructions, including the theme, specific...

We are seeking for talented IT Project Manager based in Bulgaria to join our dynamic startup team. Expwriwnce in managing projects related to Natural Language Processing (NLP), Artificial Intelligence (AI), and Business Intelligence (BI), would be great. Key Responsibilities: - Oversee the planning, execution, and delivery of projects within the NLP, AI, and BI domains. - Collaborate with cross-functional teams to ensure project objectives are met. - Monitor project progress, identify potential risks, and implement effective solutions. - Maintain clear communication channels between team members, stakeholders, and clients. - Drive continuous improvement and innovation within project management processes. REQUIREMENTS: - Previous experience managing projects in the f...

...completed in Task 1 by doing the following: 1. Create an introduction to your team meeting in which you share a personal, authentic story to connect with and inspire your team. 2. Using at least one of the six company values provided in the scenario, create a values-based vision statement specific to your new role as the customer service manager. 3. Help your team understand emotional intelligence and how it will impact the team’s effectiveness by doing the following in the next portion of your presentation: a. Discuss the importance of self-awareness, including an example of how you and your team will use self-awareness in your daily interactions, focusing on one of the following elements: • emotional awareness • accurate self-assessment • s...

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I am looking for a skilled writer to create a 3000-word article on Artificial Intelligence for an academic audience. The article should have a formal and academic tone, providing in-depth information on the topic. Requirements: - Strong research skills to gather relevant information on Artificial Intelligence and its usage in the Indian Army. - I want Background on AI, its present status, its probable usage in the Indian Army and future warfare - Ability to write clearly and concisely, presenting complex concepts in an accessible way - Familiarity with academic writing styles and formatting - Knowledge of proper citation and referencing techniques - should be plagiarism free, I will run plagiarism check on the content - I can share the format of writing once...

...site :- . i want to same like this website. I am seeking a skilled freelancer to create a Cartoon Generator using Artificial Intelligence. The project requires expertise in modern/minimalist style cartoon design. Specific requirements: - The cartoon generator should be able to create cartoons in a modern/minimalist style - The client has specific characters/features in mind that should be incorporated into the cartoons - The intended use of the cartoon generator is for commercial purposes Ideal skills and experience: - Proficiency in modern/minimalist cartoon design - Strong understanding of Artificial Intelligence and its application in generating cartoons - Ability to incorporate specific characters/features into the cartoons - Experience with commerc...

I am looking to build a platform customers can use to buy marketing videos & Car dealers or anything for their business using Artificial Intelligence. Car dealers can bring a vehicle into stock and AI will scan a page with information about the car and generate an advert 30 seconds long. Video advert will have a voiceover, images, and at the end an option to edit the voiceover, edit the text, edit the voice over text and remake the video as many times as required. Other businesses will be able to drop website and AI will scan the website and socials and also create a video advert that is full customizable at the end Required – SEO built website to build a website from start to finish with above features we can offer a video advert 15 or 30 seconds long. Payment Gat...

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Hi Rômulo, I hope you well. As discussed we need to convert both the front and back labels into one label. 65x195mm. We need to add a few minor things.. "May contain traces of nuts" and an image advertising nothing artificial. Please let me know if you require more information.

...freelancer who can create a comprehensive workshop presentation and demonstration on AIOT (Artificial Intelligence of Things) technology in the two areas of the following; AI application area; Desired Outcome: - The primary goal of the workshop is to showcase the capabilities of AIOT technology to the participants. - The demonstration should provide a clear understanding of how AIOT technology works and its potential applications. Technical Knowledge Level: - The presentation and demonstration should be aimed at an advanced technical knowledge level. - The target audience should have a solid understanding of AIOT concepts and technologies. Focus: - The demonstration should primarily focus on Artificial Intelligence applications within the AIOT field. - Mac...

I am looking for a skilled freelancer to work on my Openai vision OCR IA AI project. The purpose of this...OCR IA AI project. The purpose of this project is to perform image analysis, specifically in the area of pdf and image analysis. I require intermediate in the image analysis Skills and Experience Needed: - Experience in image analysis and object detection - Familiarity with Openai vision OCR IA AI technology - Proficiency in working with pdf and image analysis - Strong understanding of artificial intelligence development The desired output format for the image analysis is currently unknown, as question 3 was skipped. However, the freelancer should be prepared to provide either text only, annotations on the image, or a detailed report with insights, depending on the cli...

Hi I will share the details with the shortlisted candidates. Thanks

I am looking for a writer to help me with a review paper on the subject of technology, specifically focusing on deep learning for landslide susceptibility assessment. Skills and Experience: - Strong background and expertise in technology, particularly in the field of deep learning and artificial intelligence/machine learning - Proficiency in conducting thorough research and literature review on the topic - Excellent technical writing skills, with the ability to explain complex concepts in a clear and concise manner - Experience in writing academic papers or technical reports, preferably in the field of technology or related disciplines - Attention to detail and ability to meet deadlines Project Details: - The review paper should be long, consisting of 7+ pages. - The write...

I am looking for a freelancer who can help me find AI influencers to promote my website. The target audience for the promotion is the general public. Although I don't have specific influencers in mind, I am looking for influencers within a certain niche (artificial intelligence). I have a budget of more than $1000 for influencer collaboration. Skills and experience required: - Strong knowledge and understanding of the AI industry - Experience in influencer marketing and identifying relevant influencers - Excellent research and networking skills to find and connect with potential influencers - Creative thinking to come up with unique and engaging collaborations with influencers - Strong communication and negotiation skills to establish partnerships with influencers If y...

I am interested in developing a mobile application for language education that incorporates artificial intelligence technologies. The vision is to create a comprehensive platform that provides a holistic and personalized learning experience for users. **Key Features:** 1. **Exercises, Activities, Tests, and Exams:** - Implement a variety of interactive exercises and tests to assess user progress. - Include difficulty levels that adjust to the individual performance of each student. 2. **AI Bot by Text and Voice:** - Develop an AI Bot acting as a virtual teacher, capable of interacting through both text and voice. - Customize the AI to adapt to the selected language and provide contextually relevant responses. 3. **Real-Time Translation:** - Integrate transla...

Hola, tengo varios canales monetizados en diferentes redes sociales y estoy buscando un creador - editor de videos, que use la Inteligencia artificial para la creación de los mismos.

The bad impact of ready-to-eat food on body healt...world. Fast food is considered by some people to be more time-effective and easier to find. Not only that, fast food has delicious taste, plus the price is affordable. Fast food has long attracted controversy in several countries due to the revelations about its negative impacts. This bad impact is caused by the content of dangerous additives in instant food, such as excess MSG, sweeteners and artificial coloring. A number of studies have proven that frequently consuming fast food alone does not have a direct impact on the body. However, fast food that is consumed will accumulate in the body which then causes deadly diseases such as cancer. Not only cancer, dangerous diseases also lurk, for example stroke, appendicitis and kidne...

... Key Features: - I am looking for a freelancer to build a website powered by AI specifically for events. - The main goal of this system is to efficiently manage meetings and conferences. - The website should have the following specific features: - Project to develop a Content Management System, specifically focusing on building a website for a Conference Management System powered by artificial intelligence for hosted events. The system aims to efficiently manage meetings and conferences, from businesses, political organizations, cultural institutions, and academic entities. As part of our AI implementation, we envision incorporating a summarizer that will play a pivotal role in handling research papers and crucial documents for conferences. --- Hosts of the meetings wil...

...freelancer who can create a comprehensive workshop presentation and demonstration on AIOT (Artificial Intelligence of Things) technology in the two areas of the following; AI application area; Desired Outcome: - The primary goal of the workshop is to showcase the capabilities of AIOT technology to the participants. - The demonstration should provide a clear understanding of how AIOT technology works and its potential applications. Technical Knowledge Level: - The presentation and demonstration should be aimed at an advanced technical knowledge level. - The target audience should have a solid understanding of AIOT concepts and technologies. Focus: - The demonstration should primarily focus on Artificial Intelligence applications within the AIOT field. - Mac...

I am looking for a freelancer who can assist me in publishing a paper in Scopus in subject Artificial intelligence. The specific requirements for the project are as follows: Field of Research: Science Journal Targeting: Although I have a few journals in mind, I am open to suggestions. Assistance Needed: I am not sure about the entire process and require advice on specific parts. Ideal Skills and Experience: - Proficiency in academic writing and publishing - Familiarity with the Scopus database - Knowledge of the research field in science - Experience in submitting papers to reputable journals - Ability to provide guidance and advice on the publishing process If you have the necessary skills and experience in academic publishing and are able to provide guidance and suppo...

...Powered by AI - I am looking for a freelancer to build a website powered by AI specifically for events. - The main goal of this system is to efficiently manage meetings and conferences. - The website should have the following specific features: - Project to develop a Content Management System, specifically focusing on building a website for a Conference Management System powered by artificial intelligence for hosted events. The system aims to efficiently manage meetings and conferences, from businesses, political organizations, cultural institutions, and academic entities. As part of our AI implementation, we envision incorporating a summarizer that will play a pivotal role in handling research papers and crucial documents for conferences. --- Hosts of the meetings w...

... evidence that work has been appropriated directly from elsewhere without the necessary acknowledgment and quotation marks will result in a zero on the assignment, and in some cases a failing grade in the class. Know, too, that while I am interested in your views here, they should be views informed by the reading. Any work written, developed, inspired by, or created with the aid of artificial intelligence (AI) is considered plagiarism. The use of AI robs one of the opportunity to hone not only one's writing skills, but the very ability to think -- which is the goal of this class. Please avoid the use of AI altogether in your assignments for this course; once this line is crossed, your work ceases to be your own. You may make as many attempts as you wish -- though ...

...consists of creating an advanced chat similar to ChatGPT, integrated into our website with our unique and differentiating design. We are looking for a professional capable of understanding and making our vision a reality, providing innovative and efficient solutions. The ideal candidate should have proven experience in PHP and Laravel, as well as web design skills and a solid knowledge of artificial intelligence applied to interactive chats. We value proactivity, teamwork and the ability to solve problems independently. Send along with your proposal examples of previous work where your skills can be verified. Ideal Skills: - Proficiency in PHP and Laravel - Experience with chat AI integration - Strong problem-solving skills - Attention to detail If you have the necess...

...developer to create an Artificial Influencer character for social media engagement. - The desired persona for the character should be comedic, adding humor and entertainment value to the content. - The character should appeal to all age groups, targeting both young adults and adults. - The Artificial Influencer character will be responsible for driving social media engagement and promoting the brand. - The developer should have experience in character design and animation, as well as an understanding of social media marketing. - Knowledge of comedic writing and the ability to create engaging and entertaining content is essential for this project. - The developer should be able to bring the character to life through animations and interactive features. - The Artificial...

...sharing app for my police service. The app needs to be available on both iOS and Android platforms. It should be powered by Azure and designed in a chat GPT format. Specific requirements: - Development for both iOS and Android platforms - Integration with Azure for seamless operation - Chat GPT format for efficient information sharing - I will be uploading several law documents. - AI document intelligence, cognitive search, and azure open ai Desired features and functions: - Easy edit function for me, so I can continuously update the uploaded document - behind a paywall. - users will be using their police emails to log in. Any other users will be reviewed by me Timeline: - There is no specific time limit for the completion of this project. However, prompt delivery is appr...

I am looking for a freelancer to work on a computational intelligence project with a focus on optimization. The project falls within the field of technology and innovation. Skills and Experience: - Strong background in computational intelligence and optimization techniques - Experience in developing algorithms for solving optimization problems - Proficiency in programming languages such as Python or MATLAB - Familiarity with machine learning and data analysis concepts - Ability to work independently and provide expert recommendations The freelancer should have a solid understanding of computational intelligence and be able to apply their expertise to optimize various processes or tasks. They should be able to analyze data, identify patterns, and develop algorithms th...

...cameras. This means that the AI platform should be able to receive input from the cameras and analyze the data to identify hazards and dangerous situations. I have a flexible timeline for this project and I am willing to invest more than 6 months to ensure the successful development and integration of the AI platform. Ideal skills and experience for this job include: - Strong background in artificial intelligence and machine learning - Proficiency in computer vision and image/video processing - Experience with integrating AI systems with cameras - Knowledge of construction site safety regulations and hazards Challenges : 1. Have to rely on images,videos and description of what qualifies or is considered a hazard on a construction site. i mean the images,videos and des...

Hello, I'm Bencorde, an influencer passionate about technology and artificial intelligence. I am currently looking for a talented scriptwriter who specializes in these fields to create educational and engaging content for TikTok. Responsibilities: • Create creative, educational and viral scripts focused on technology and AI. • Research and highlight innovative solutions in AI and software. • Analyze trends on social networks, with emphasis on understanding the algorithm of these platforms. • Study my videos on Instagram to capture the essence of my style and approach. • Employ effective engagement techniques, such as the use of hooks to capture the audience's attention. • Use AI tools to transcribe or adapt scripts, as necess...

I am looking for a l...Rooms: - There are 2 stairwells that will require lighting design. Ideal Skills and Experience: - Experience in residential lighting design, preferably with a portfolio showcasing previous projects. - Knowledge of different lighting fixtures and their functionality. - Ability to create a lighting plan that enhances the overall ambiance of the space. - Understanding of how to balance natural and artificial lighting. - Strong communication skills to collaborate with other professionals involved in the project. If you are passionate about creating beautiful and functional lighting designs for residential spaces, I would love to hear from you. Please provide examples of your previous work and let me know your availability and estimated timeline for completing th...

... Skills and Experience: - Advanced level of expertise in Power BI - Proficient in teaching and training on Power BI concepts and techniques - Strong understanding of DAX formulas - Ability to provide ongoing support indefinitely after the initial training - Implementation of Power BI across the organization - Design, develop, and maintain Power BI dashboards and reports to support business intelligence requirements The ideal candidate should have a deep understanding of Power BI and be able to effectively train and implement Data Modeling and techniques. Additionally, they should be able to provide ongoing support to ensure the client's success in utilizing Power BI for their data analysis needs. Successful candidate will report directly reports to CEO based in Sydney, A...

...AI Document Intelligence I am looking for a freelancer who can help me automate OCR for forms using Azure AI Document Intelligence. Type of Document: a scanned pdf which contains tabular format of some handwritten information (time information HH:MM) in it. We need to specifically extract two corresponding columns out of those Forms that contains a 20x20 table. Output needs to be in excel. The freelancer/expert needs to guide me in automating few forms, so that i should see the underlying code or process or whatever that i can do it on my own later. There needs to be a 'custom extraction model' ('custom template model', to be specific) developed to extract the content when i upload my pdf document.

...freelancer who can create a comprehensive workshop presentation and demonstration on AIOT (Artificial Intelligence of Things) technology in the two areas of the following; AI application area; Desired Outcome: - The primary goal of the workshop is to showcase the capabilities of AIOT technology to the participants. - The demonstration should provide a clear understanding of how AIOT technology works and its potential applications. Technical Knowledge Level: - The presentation and demonstration should be aimed at an advanced technical knowledge level. - The target audience should have a solid understanding of AIOT concepts and technologies. Focus: - The demonstration should primarily focus on Artificial Intelligence applications within the AIOT field. - Mac...

Research in Artificial Intelligence We are currently seeking a researcher with expertise in Machine Learning to conduct an extensive literature review in the field of Artificial Intelligence. The ideal candidate should have a strong background in advanced level research with extensive technical depth. Specific requirements for the project include: - Conducting an in-depth literature review on the latest advancements and trends in Machine Learning within the field of Artificial Intelligence. - Analyzing and summarizing existing research papers, articles, and publications related to Machine Learning. - Identifying key concepts, methodologies, and techniques used in Machine Learning and their applications in various industries. - Providing insights...

I am looking for a skilled programmer to build an Artificial Intelligence influencerthat specializes in crypto currency news and price analysis for YouTube and other social media platforms. The ideal candidate will have experience in developing AI systems with the following features: - Automated content creation: The AI influencer should be able to generate content automatically, saving time and effort for the user. - Real-time analytics: It should provide real-time analytics on the performance of the content, allowing the user to make informed decisions. - Audience engagement: The AI influencer should be able to engage with the audience, responding to comments and messages. The AI influencer should be active on multiple social media platforms, including YouTube and other m...