Artificial Intelligence Services Findlay Ohio
Artificial Intelligence or AI is a growing and important tool to assist in growing your business online. You may have lots of questions about the benefits of AI for a small business and how it could be utilized. Below is a quick explanation as well as another technologies that are available. McNair Media can assist with you navigating all of the various forms of AI, let’s talk!
ChatGPT is a type of AI called a language model. It uses a neural network trained on a large dataset of text to generate new text that is similar to the examples it was trained on. The model uses a technique called “transformer architecture” to process the input and generate a response. The model is trained to predict the next word in a sentence based on the previous words, and it generates text by repeatedly predicting the next word until it reaches a stopping point, such as a specified number of words or a specific end-of-sentence token. This process is known as “autoregression”
There are many applications with AI for Small businesses
AI can generate more than just text. AI can generate a variety of outputs, including images, audio, and video.For example, AI can be used to generate images using a technique called Generative Adversarial Networks (GANs). GANs consist of two neural networks: a generator network that creates new images, and a discriminator network that tries to distinguish the generated images from real images. The two networks are trained together, with the generator network trying to create images that can fool the discriminator network, and the discriminator network trying to become better at identifying generated images.Similarly, AI can also generate audio using a technique called WaveNet and ClariNet, it is a generative model of audio waveforms, which can be used to synthesize speech, music, and other sounds.
AI can also generate videos, this is done by using a technique called Video prediction, it uses deep neural networks to generate future frames of a video given the past frames as input.It should be noted that generating high-quality and realistic outputs with AI is a difficult task and requires a lot of data and computational resources.
AI and Language Translation
AI can assist in translating text, audio and video into other languages. AI-powered machine translation systems can automatically translate text from one language to another, such as from English to Spanish. These systems can use a variety of techniques, including neural machine translation (NMT), which is a type of AI that uses deep learning to translate text. NMT systems are trained on large datasets of parallel text in different languages, and they learn to generate translations by predicting the words in the target language given the words in the source language.For audio, AI can assist with speech-to-text and text-to-speech technologies to translate spoken language, this is done by first transcribing the speech to text, then translating the text and then converting it to speech in the target language.Video translation is a bit more complex as it involves not only translation but also lip-sync and voice-over, which is currently a research topic but still in its early stages of development.It’s worth noting that while AI-powered machine translation systems can produce translations quickly and at scale, their translations may not always be completely accurate or idiomatic, so it’s important to review and edit the translations as needed.
as you can see, there are lots of different ways AI can be used for your business and help streamline processes that are laborious and cost prohibitive. Let’s set up a time and talk more about your needs and how McNair Media can assist you with the utilization of this edge technology.