What is AI capable of? Examples
Artificial intelligence (AI) is rapidly transforming the world around us, and its potential applications are virtually limitless. From automating routine tasks to driving cars, AI is capable of handling complex problems and making our lives easier in countless ways. In this blog post, we'll explore some of the most exciting examples of AI and how it is being used to solve real-world problems in industries ranging from healthcare to finance. We'll also discuss the future of AI and its potential to shape the world in ways we can only begin to imagine.
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There are some concrete AI applications where we can witness their utility first-hand.
GTP-3
GPT-3 stands for "Generative Pre-trained Transformer 3" an OpenAI-developed system.
GPT-3 is the most powerful artificial intelligence (AI) language model ever created. It is the first of its kind to use a deep learning technique called "autoregressive language modeling" to generate human-like text.
GPT-3 results from years of research and development and has been hailed as a breakthrough in AI technology.
In addition, it can work in many languages, although the one works best is English.
It can understand and respond to natural language, generate text, answer questions, and generate code that improves business efficiencies.
With GPT-3, companies can use AI to automate tasks like customer service, data analysis, and content creation, as well as improve their overall efficiency.
This is the impact that OpenAI has brought an impact to the world.
Algolia
Type: Semantic Search
Algolia aims to use text meaning, not keyword matching, to search the web effectively. By combining the OpenAI API with Algolia's advanced search technology, Algolia users will be able to offer their customers a meaning-based search, which will allow consumers to find relevant information faster.
Viables
Type: Customer feedback analysis platform
Viable is the right solution to improve customer satisfaction. This GPT-3 powered tool has been created to seamlessly integrate with your data and find areas where your team can improve.
By accessing customer surveys, product reviews, and data, Viable can analyze sentiment in text and give you a full rundown of what can be fixed, all in English.
Messagebird
Type: Customer Service
Speaking of customer service, this GPT-3 generation tool will surprise your customers with how helpful it can be. It focuses on giving its customers the information they need in the right place and at the right time.
As a result of using OpenAI technologies for grammar, spelling, and predictive text, its already powerful AI has been enhanced to a new level.
Jasper
Type: content creator
With Jasper AI, you get unique, accurately written content with no plagiarism alerts.
Also, you get pre-written templates for particular categories. Jasper AI creates SEO Friendly Content, so all the content you get when you use Jasper AI is optimized and ready to drive sales and launches.
With Jasper AI, you can rank at the top of Google search results, attract thousands of repeat visitors, and drive traffic that you can monetize.
Jasper AI's intuitive layout and quick navigation features make it a reliable program to use all around. Also, Jasper AI supports more than 25 languages.
Debuild.co
Type: Website Builder
A website that allows you to create web applications with simple sentences in English.
With the power of GPT-3 and the OpenAI API, this tool has been designed to turn everyone into a web developer, eliminating the need to be an expert to create a site.
This website builder also displays the code used to create the desired site environment, so users can replicate the code on whatever coding platform they use.
Virtual assistants
A virtual assistant is a software agent that helps users primarily by facilitating the completion of tasks.
The most common way to interact with this type of program is through voice, although you can also interact with them through text.
M (Virtual Assistant)
M is a virtual helper developed by Facebook. It can automatically complete user tasks, such as buying merchandise or services, arranging gift deliveries, etc.
When users request M, M uses algorithms to determine what the users want. If M doesn't understand, a human takes control of the conversation without the user knowing, allowing M to learn.
Mycroft
Mycroft is a free and open-source virtual assistant and knowledge browser for Linux-based operating systems that use natural language to receive commands to execute.
Siri
It is an artificial intelligence with personal assistant functions, sometimes with its personality for iOS, macOS, tvOS, and watchOS.
This application uses natural language processing to answer questions, make recommendations, and take action by delegating requests to a set of web services that has grown over time.
Cortana
It is a virtual assistant created by Microsoft for Windows 10. Cortana can set reminders, recognize natural speech without using the keyboard, and answer questions using information from the Bing search engine.
Alexa
It is a virtual assistant developed by Amazon, first used in the Amazon Echo smart speaker.
Autonomous vehicles
An autonomous vehicle is capable of imitating human driving and control capabilities. As an autonomous vehicle, it can perceive the environment around it and navigate it.
The driver can choose a destination but is not required to activate mechanical vehicle operation.
A car is designed to circulate without requiring human action to intervene in the driving process.
Tesla Model 3
Tesla Model 3 is a five-seater sedan electric car manufactured by Tesla.
It counts with the following capabilities:
Fully Autonomous Driving Capability: Autopilot Navigation: Automatic driving from highway entrance to highway exit, including lane changes and overtaking of slower cars.
Self-parking: both in parallel and perpendicular sites.
Summon: Your parked car will drive towards you wherever you are in a parking lot.
By the end of 2020: Recognizing and reacting to traffic lights and stop signs. Automatic driving on urban roads
Tesla Model Y
It is a compact and 100% electric SUV, from segment D, manufactured by Tesla.
This is the crossover version of the Tesla Model 3, with whom it shares technology, platform, mechanics, and 75% of the components.
Tesla Model X
It is a 7-seater SUV (Sport Utility Vehicle) electric car produced by the American manufacturer Tesla Inc. since 2015.
It uses the Tesla Model S platform and has two or three electric motors providing all-wheel drive.
Mercedes-Benz EQS
Battery electric vehicle. A full-size liftback car is an F-segment luxury sedan produced by the German automobile manufacturer Mercedes-Benz Group.
Presented in April 2021, it marks a full stop in the brand's history with a range of up to 741 kilometers and an overwhelming technological display.
It is, along with the S-Class, the first Mercedes-Benz to offer Level 3 autonomous driving.
Libraries to generate AI
Artificial intelligence is the future of the world. That is why more and more developers, seeing the growing demand for artificial intelligence technologies, become familiar with them and thus implement them in programming.
For this reason, we will talk about some libraries to program with AI.
TensorFlow
TensorFlow is an open-source library for machine learning across a range of tasks developed by Google to meet its needs for systems capable of building and training neural networks to detect and decipher patterns and correlations analogous to the learning and reasoning used by humans.
It is ideal for high-volume complex numerical calculations and is used in a large number of fields, such as Bioscience for example.
Perfect for someone just starting with AI programming.
Torch
This GPU-oriented AI computing framework works based on the LuaJIT programming language.
It is also open source, and there is a sufficient amount of documentation and support.
Additionally, it is used by Google, Facebook, Purdue, NYU, and Twitter.
Scikit-Learn
Scikit-learn (formerly scikits.learn) is a free software machine-learning library for Python programming.
It includes various classification, regression, and cluster analysis algorithms, including support vector machines, random forests, gradient boosting, K-means, and DBSCAN.
It is designed to interoperate with the numerical and scientific libraries NumPy and SciPy.
Keras
It is an Open Source Neural Network library written in Python. It can run on top of TensorFlow, Microsoft Cognitive Toolkit, or Theano.
It is specially designed to enable experimentation in a more or less short time with Deep Learning networks.
Its strengths lie in being user-friendly, modular, and extensible.
PyTorch
PyTorch is an open-source machine learning library for Python that enables maximum flexibility and speed in scientific computing for deep learning.
It is a replacement for NumPy to use the power of GPUs.
A tensor is an n-dimensional data container similar to NumPy's array.
For example, the 1d-tensor is a vector, 2d-tensor is a matrix, 3d-tensor is a cube, and the 4d-tensor is a vector of cubes.
Conclusion
AI technology is in constant development, which for a few years has been present in our daily lives at all hours, for example, with the text corrector and the prediction used to write, search engines, chatbots, etc. In addition, AI has significantly contributed to fields such as finance, pharmaceuticals, and telecommunications.
The universe of artificial intelligence is quite vast and complex.
As we made known in this article, there are different forms of AI for creating and training it, with infinite possibilities and applications.
Advances in AI are already driving the use of big data due to its ability to process amounts of data and provide communication, commercial, and business advantages that have led to its position as the essential technology of next decades.
Transportation, education, health, and culture are present in everything.
AI is here to stay; no sector will resist its charms; it will make us more efficient and allow us to carry out actions that we would never have been able to carry out due to its complexity.