The use of artificial intelligence has long been established. AI is revolutionizing our everyday and professional lives in many ways. But which concrete applications are there and which Artificial Intelligence tools should you know?
We now encounter AI everywhere. Starting with the use of language assistants such as Alexa or Siri, which are based on AI algorithms to answer questions or complete simple tasks, to comparatively complex challenges in the field of medicine, in which artificial intelligence e.g. B. is used for diagnosis.
It also helps to optimize processes in companies or, at the latest since ChatGPT became socially acceptable, to save time on homework. Sometimes with the more or less correct content. But who needs facts when the sentence structure and spelling are correct?
Of course, AI models that form the basis for the development and use of AI-based tools are still in their infancy. Nevertheless, such applications already take some of our work off of our hands, enrich us, and provide a laugh or two here and there.
Artificial Intelligence is not just AI
AI tools use a variety of AI models to handle a wide range of tasks and applications. Different types of AI models are widely used in Artificial intelligence tools.
Below are some of the most common AI models.
- Supervised learning describes a method in which models are provided with training data using input-output pairs. This allows the models to learn the relationship between inputs and outputs. This approach is often used in classification and regression problems.
- Unsupervised learning is an approach in which models learn independently from a pool of data, without any predefined categories or labels being available to them. Methods such as clustering and dimension reduction are used here.
- In reinforcement learning, models acquire the ability to make decisions by performing actions and receiving feedback in the form of rewards or sanctions. This approach is particularly suitable for tasks that require optimization of decisions, such as in-game situations or when controlling robots.
- Deep learning is an advanced machine learning method based on artificial neural networks with numerous layers. This technology makes it possible to recognize complex patterns and hierarchies in data and is particularly effective in image and speech recognition, translation, and text analysis.
- Transfer learning uses models that have already been trained on large amounts of data to quickly solve similar but new tasks. This approach significantly speeds up the training process and allows models to be fitted with less data.
- Generative Adversarial Networks (GANs) are an innovative concept in which two neural networks compete against each other. While one of the networks creates artificial data, it is the task of the other network to evaluate the authenticity of this data. GANs are particularly suitable for applications such as the synthesis of images and videos or the generation of text.
Depending on the specific requirements and tasks, these AI models can be used in various AI tools and applications. We present 15 remarkable Artificial Intelligence tools that you should know.
Suggestion #1: Brain.FM for AI-generated music
The artificial intelligence behind the Brain.FM generates musical moods and is intended to help promote concentration, relaxation, or sleep. Music is played that addresses certain stimuli and is intended to ignite the desired effect. According to the developers, a change in one’s behavior and well-being occurs after about 15 minutes.
However, the online music tool does not only use AI to generate pieces of music. Rather, people compose the musical content and determine melodies, instruments, harmonies, and chord progressions. The artificial intelligence then assembles them into a (sometimes long) piece of music and adds modulations that are intended to change brain activity according to the selection.
Brain.FM works with neurologists and wants to make sure with this move that the sound worlds generated are addressing the right areas in the human brain. The positive effect is not only proven by numerous user reviews but also underpinned by scientific measurement data. In a study, three types of different background conditions were played back and analyzed in experiments using EEG and fMRI to be able to relate brain activity to the music in this way.
Suggestion #2: Auphonic to optimize audio content and soundtracks
The AI-based audio editing tool Auphonic has been on the market since 2011 and supports media professionals in audio post-production. The application allows users to have their audio files edited automatically. Various parameters such as volume, noise, or background noise are analyzed and adjusted accordingly according to common standards.
Auphonic’s underlying technology relies on machine learning, which means the tool is constantly evolving. The results are quite impressive: Even with poor output quality, Auphonic can significantly improve sound. Auphonic is particularly interesting in the semi-professional area, for example for podcasters, YouTubers, and journalists who regularly produce audio recordings.
Even for private use, Auphonic can be a useful addition, for example, to show family recordings or self-recorded pieces of music in a better light. The operation of the platform is designed to be simple so that even technically less experienced users can quickly find their way around.
Suggestion #3: Beautiful.ai for presentations
The online app Beautiful.ai combines artificial intelligence with presentation software reduced to the essentials. According to the developers, with slides that design themselves, the tool enables even the most inexperienced presentation designer to design attractive slides in a clean layout and then export them. In addition to a web-based app, plug-ins are also available for various presentation applications, so Beautiful.ai can also be used in Microsoft PowerPoint, for example.
The available layouts are designed in such a way that they automatically adapt to the content. This not only reduces the time spent moving elements but also ensures that all image elements and text are placed in a pleasing and aesthetic arrangement. In addition, Beautiful.ai comes with a collection of royalty-free images that can be directly integrated into the presentation.
The AI not only takes care of the layout but can also create automatic animations if required. However, individual positioning of the elements in the film is only possible to a limited extent. According to the developer, the tool is based on best practices for successful presentation design and is primarily based on clean, professional, and modern aesthetic guidelines.
Suggestion #4: LanguageTool for AI editing
While numerous tools for checking spelling and grammar only scratch the surface of textual content, the LanguageTool browser extension is also able to capture the content of the written word. This results in the possibility of finding contextual errors and not just limiting the correction options to simple spelling and grammar in more than 30 languages and dialects – such as mixed-up words or errors in content. This feature goes so far that even weekdays in dates are checked for correctness.
The tool is available as a browser extension for Microsoft Edge, Mozilla Firefox, Google Chrome, and Apple Safari and can also be integrated into well-known Office applications such as Microsoft Word and Google Docs. A standalone desktop app for Windows and Mac OS is also available, as well as a plug-in for various e-mail clients.
LanguageTool is also suitable for having artificial intelligence rephrase sentences and converting entire term papers to master’s theses into as error-free a state as possible – but we still recommend manual, final proofreading.
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Suggestion #5: Jasper.ai for creative texts in 25 languages
Jasper.ai is an AI-powered application that uses machine learning and natural language processing to automatically generate responsive text. Jasper.ai analyzes the context and the goal of the texts and then generates suitable formulations of a thoroughly usable quality. Not only grammar and spelling but also stylistics are taken into account.
Jasper.ai has a customization feature that allows the user to match the generated text to the style of well-known personalities or to match a specific tone of voice. However, it is important to note that the accuracy of the information should be checked again separately to ensure that it is accurate.
Jasper.ai also has functions for text optimization. With the built-in analysis function for keywords and phrases, the app can make recommendations for improving the text. The AI-based application can also adapt texts to comply with SEO guidelines to ensure that the content is better perceived by search engines. Jasper Art can also be used to create AI-generated images.
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Suggestion #6: Murf as a text-to-speech generator
Creating voiceovers for video clips or podcasts tends to come with greater budgetary requirements. Not everyone owns a professional recording studio and contact with professional voice actors is also difficult to find. The Artificial Intelligence tools Murf is intended to remedy these scenarios and convert text into natural language.
Murf relies on an underlying cloud infrastructure and therefore does not require any special hardware or software from the user. All parameters can be set directly via the browser, text can be inserted and a natural-sounding audio file can be downloaded as a result.
Various tools such as an individual emphasis on individual syllables as well as controls for speed and pitch make written scripts appear quite realistic. There is also the option of uploading audio files with your voice and creating an AI-generated voice from them.
Suggestion #7: Fireflies for business meeting notes
Fireflies were specifically designed for business meetings. The app allows participants to automatically record and organize their notes and tasks. This eliminates the need for transcripts and notes during a meeting.
The AI application uses speech recognition technology to record all conversations in the meeting and convert them into text form. These transcripts can then be easily searched or sent to all participants as a summary. The app can also create action items such as to-do lists or highlight important information. This can not only simplify the processing of the meeting but also relieve the minute takers of the work involved in preparing reports and minutes.
Bottom line, Fireflies is an app designed to increase productivity in business meetings and facilitate information sharing between participants. The AI application allows for easy recording of notes and tasks without requiring participants to have a notepad with them.
Suggestion #8: BHuman for personalized videos
BHuman is an application that allows users to generate personalized videos. This is made possible by using AI technology that inserts data such as names, locations, and other relevant information into the videos. The generated personalized videos can then be used for a variety of purposes.
In the realm of human-robot interaction, crafting a unique video begins with recording a template. Crucial pauses are integrated strategically to guide the software in applying personalized data effectively. Artificial intelligence processes and examines this template, ultimately driving the creation of the tailored video. Information input can be facilitated via a table, an extension, or directly through the application’s API.
In addition, the application offers a variety of options to customize the videos for the intended purpose. In addition to the inserted data, this also applies to the format, length, style, and background music.
Suggestion #9: Browse AI for website monitoring
With Browse AI it is possible to extract information from web pages and then insert them into a table. What at first glance may not sound like a frequently used function on the World Wide Web offers several possibilities for closer inspection.
While at least advanced basic knowledge of spreadsheets and rather programming is advisable for this type of project in a conventional way, with Browse AI the AI takes over. It is irrelevant whether the desired data is hidden behind a deeply nested page structure or even logged in. There are also ready-made “robots” to choose from, for example for the automated listing of job offers on LinkedIn.
In addition, Browse AI can self-learn from user input and macros, extracting the information you want from almost any webpage. During this process, as a nice gimmick, a spherical robot head overlays the web page and follows the selection of individual table fields for later data extraction.
Suggestion #10: ChatGPT for texting and programming on command
ChatGPT is an artificial intelligence based on OpenAI’s GPT architecture, specifically designed for on-demand texting and programming. ChatGPT is a quick and easy way to create text or programs by entering natural language queries.
The AI, using neural network technology and machine learning, continuously learns and adapts to new language patterns, becoming increasingly powerful over time. It excels not only in natural and precise interactions with users but also in supporting creative endeavors like generating stories or poems through AI-generated content based on user input. The system’s capabilities extend to handling a wide range of tasks, including answering questions, making recommendations, writing texts, and solving problems across diverse fields such as programming.
ChatGPT analyzes entered texts, understands the context, and generates relevant answers accordingly. While AI has vast knowledge (by 2021), it also has limitations and may not always be up-to-date or able to deal with certain specialized topics in depth.
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Suggestion #11: ClipDrop as an intelligent design assistant
ClipDrop is an application that allows users to scan real-world images and then drag and drop them into various digital formats.
In addition, ClipDrop provides a smorgasbord of AI-based tools for creating and editing image material. Tools include automatically cropping objects, adding shadows and reflections, changing colors and brightness, and removing text and people, among others.
Compared to other graphics programs, ClipDrop offers the advantage of intuitive usability, so that even users without extensive previous experience in image processing can work quickly with the application. ClipDrop is not only aimed at beginners but also at experts who might want to make their work a little easier. However, pixel-perfect design and layout are still not in the eye of the AI, but in that of the graphic artist.
Suggestion #12: Compose AI to auto-complete sentences
Auto-complete is a practical addition to the natural flow of writing for many use cases and can increase writing speed, especially on mobile devices. Still, predictions often range from not quite fitting to completely out of place. Compose AI takes on this problem and is supposed to increase your own writing speed through AI-supported auto-completion.
The Artificial Intelligence tools are currently available for Google Docs and Gmail and as a plug-in for Google Chrome (and consequently also for Opera or Microsoft Edge), but will soon be released for other areas of application. The autocomplete feature looks similar to the one found in the Google search bar and allows you to choose multiple suggestions to complete the current sentence. In addition, Compose AI offers the possibility to rewrite sentences or even generate text passages.
The auto-complete function analyzes the previous text content and personal writing style and thus makes better predictions than most conventional on-screen keyboards.
Suggestion #13: DALL-E2 for on-demand paint
As the successor to DALL-E, version 2 brings numerous innovations and, above all, greater photorealism and higher resolutions. The naming already suggests that this Artificial Intelligence tool is an image generator that the artist Salvador Dalí would certainly have been jealous of.
Dall-E2 offers users the option of generating one or more images using a simple textual description. The end result is quite impressive in version 2 but allows a maximum image size of 1024 x 1024 pixels – which is completely sufficient for a storyboard or the sketching of an idea, but contrary to popular belief, should not pose a threat to graphic designers and creative professionals.
Under the hood of DALL-E2 is a powerful substructure, namely a multimodal implementation of GPT-3. This is able to interpret text and replace it with pixels. GPT-3 itself was trained with several hundred gigabytes of text and is currently one of the most extensive language models.
Suggestion #14: Descript Overdub to clone voices
Descript Overdub is arguably the most controversial Artificial Intelligence tool on our list. Ethically extremely questionable, but fascinating at the same time. The application allows the user to clone their own voice and speak any text. The AI is trained to recognize and imitate the individual speech patterns of the user.
While Descript Overdub can be useful for some applications, such as podcasts or audiobooks, there are also concerns about possible misuse. For example, the tool could be used to create fake audio recordings of politicians or other public figures. It remains to be seen how this technology will evolve and what impact it will have on our society. Both developers and users should act responsibly and follow ethical standards to promote innovation and protect security and privacy.
In addition to synthetic speech generation, Descript Overdub also offers comprehensive audio editing tools and transcription services.
Suggestion #15: Kaiber for One-Click Videos
While image generators such as DALL-E2 can only be used sensibly for single images, Kaiber’s AI goes one step further. The online tool allows the creation of video clips using artificial intelligence. A few uploaded images or a detailed text description serve as a template. The AI then creates a video clip from the existing material.
In addition, the tool allows you to manually place your own text content in the video – as is well known, AI is still a bit overwhelmed with this. Furthermore, the user can select the appropriate background music for the video from the integrated music library. However, the latter also works in reverse. Kaiber is also often used to create music videos. For example, the official music video for Lost by Linkin Park was created with this tool. The hitherto unreleased title was released on the occasion of the 20th anniversary of the album Meteora, which was certified platinum in Germany.
In the end, the rendered video looks quite homogeneous and, depending on the specifications, realistic. Nevertheless, it can already be seen from the second frame that the work comes from an AI. Although the individual images are output here with great consistency, each image is generated individually and this results in deviations and unsteady image sequences – which of course can also be intentional.
AI-supported tools and their further development
Artificial intelligence undoubtedly has the potential to fundamentally change the way we work and impact everyone’s quality of life. It is therefore imperative to prioritize ethical considerations to ensure progress is sustainable and accountable.
In this sense, the development of AI-based tools should always aim to put people first and consider the well-being of society as a whole. By creating policies that address both technical and ethical advancement, we can ensure that AI-powered tools are used in a way that promotes progress while upholding the values that define us as humans.
