ai writing assistance
The Benefits of AI Writing Assistance
There are many AI resources available, more or less adequate to help content creators, especially in specialized fields. As in mathematics where one cannot get to calculus if their foundation is weak, in academic knowledge there’s no innovation without structural, related theories. History shows a recursive cycle of innovation. One period of accelerated growth in technology is followed by another of constraints… Until an extra breakthrough… That said, the benefits of AI writing assistance are numerous in quantity, not quality. What audience? What categories of users? Why do different startups make similar products? In what aspects of writing do students benefit from AI and how capable are these programs? For teachers: how does AI unburden their work and alleviate their tasks? In what educational situations can teachers make use of these resources? What kind of a future model should we strive for? For which subgroups can we integrate AI writing assistance in their task performance and why? These are a few of the topics we aim to discuss in our paper.
The benefits of AI writing assistance are numerous. For students, AI writing assistants are fantastic tools that help enhance their writing potential. Teachers get a helping hand as well. Grammarly, the text and spelling correction service, the Hemingway editor, and many other similar products help teachers and students in their writing, making the learning process more effective. Millions of people worldwide use Google for documents, lightweight versions of traditional word-building tools. These work well enough, are free, and are available after registering. Then, as more money becomes available, users might want to acquire more advanced products, not necessarily because they are better, but because they get more easily integrated into their workflow. There are myriad of these, significantly diverse, aiding different types of writings.
In fact, AI-powered writing assistants have already begun improving the writing efficiency of our team. We often use those same models to help us generate the first draft of a document. Instead of starting from an empty document, a model that has been trained on similar documents written by our community of expert science educators can now create the skeleton of the document. This is a great way to get the main ideas and examples of similar content out.
An AI writing assistant can help reignite the flow and productivity for many stalled writers. Quite simply, an AI-driven writing assistant can put words into the mouths of people struggling to think of them. One of the most commonly cited reasons for using an AI writing assistant was “improved writing efficiency” (as seen in our 2021 survey). AI can help you start the conversation by offering thoughts and ideas to take in any direction in your writing.
There are few things more demoralizing as a writer than sitting down to work on a project only to find – you can’t think of anything to write. It happens to everyone, from students working on a paper for history class to professional writers churning out content for paying customers. The reasons vary: writer’s block, general fatigue, or specific confusion about what to write draw many would-be writers to a screeching, premature halt.
Reduce your mental load: Writing is complex and metabolically expensive. Externalizing ideas into clear, informative, and focused text takes time and effort. AI writing assistants help you create meaningful content at a faster rate since they work in parallel with you in mind – leaving you cognitive space to think deeply about the topic, audience, information, and concepts. This co-working environment also enhances the quality of citations and helps you filter less relevant ideas. Multimodal AI can also support collaboration with professional peers or with experts outside your immediate research network. Such collaboration favors the speed and complexity of research tasks. In addition, including diverse input data and trained feedback systems will enhance the quality and validity of research conclusions. Although the deep learning experiences from medium-large to complex datasets are highly accurate, it’s important to avoid unsupervised learning and to consider hidden biases of machine guidance in the field of knowledge you aim to advance.
Improve your writing quality: Writing you read and remember requires inspiration, talent, dedication, and work, but even prodigies benefit from the support of a mentor. Writing today also means a lot of meta-work: collecting and analyzing data, correcting and providing citations, and of course, grappling with the rules of formatting and grammar. AI writer’s assistance does not erase the need for your inspiration and passion, but it can support your hard work and talent. Multimodal AI with natural language generation capabilities offers flexible guidance in producing technical, academic, creative, and journalistic writings. It enhances your rhetorical strategies and style and supports a brief, dense style in graphics, tables, and abbreviated codes, while helping you to evaluate originality and intellectual impact of ideas. Some AI tools could review some elements of your text with specialized stakeholders.
These writing tools can help you save time for the rest of your busy life by creating texts in a fraction of the time it would take you to write it yourself. Especially for those of us that are between tasks every day, this shortcut is invaluable. The pandemic has taught a lot of us how to make time for the essential things in life. By continuing to use AI to help write faster and better texts, we create more brainpower for those we care about. Eventually, AI will enable us to thrive as human beings in more important areas, such as love and support or creative endeavors that can’t be performed by a machine. In addition to shortening the actual time spent writing, an AI writing tool can lead you in a new direction regarding the kind of content you might want to produce. Most writing tools will not only offer you statistics on your text’s readability but also suggest when to add, remove or rephrase words for enhanced clarity and meaning.
By combining artificial intelligence and natural language processing, AI writing tools are able to mimic and augment human writers. AI writing assistants can guide your writing process or do it all for you, sparing you time to focus on something else while you wait for a suitable text for your topic to be created. Good writing takes time and lots of mental energy. Time that you could put into brainstorming or refining your products before they are launched into the world. Luckily, most AI writing tools have text generating abilities. If you have only a few bullet points from your last meeting, using a tool such as Writer can liberate you from word-finding processes that steal your time and focus.
Increasingly more repetitive, cognitive drudgery tasks can now also be offloaded to powerful models such as GPT-3. There are already many applications that make use of it; some of which users with little to no programming knowledge can leverage. Together with AI in creative writing, in projects such as AI-generated artwork, generated novels, automatically encoding audio transcripts, still really new terrains are being explored. Even when constrained to the current capabilities of GPT-3, AI writing assistance is an extremely powerful technique that will only get better with time. It has undeniable disadvantages, but also undeniable advantages. Should it be used? That is a deeply personal choice. But if one’s goal is to make the most effective and efficient use of one’s time, then I urge you not to overlook this option.
The first AI writing assistance programs were good, but now they are even better. The development of GPT-3 from OpenAI has been a true head turner, both for what it can do and for the near-certain probability of the development of similar or better AI models in the future. Indeed, we might be at the edge of a revolution in natural language processing. The optical character recognition revolution in the last decade has already helped free up a lot of time for editors and writers. Whenever possible, a cognitive and repetitive activity should best be automated if possible, and that had been – until now – the main reason why expressing unique thoughts in a readable, captivating way will never go out of fashion.
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