overview
In November 2022, a revolution began in the world of technology. And this new sense of technology is his ChatGPT. Simply put, it’s an AI-powered chatbot that can generate text and answer queries. However, you have to remember that these generative he chatbots are very powerful compared to regular chatbots. You can write articles, content, code, and more. AI-powered natural language processing (NLP) tools have great potential in the near future. Not surprisingly, competition is fierce in the ChatGPT world.
What is ChatGPT?
ChatGPT is an AI chatbot developed by Microsoft-backed OpenAI and released in November 2022. It is a member of his Generative Pre-Trained Transformer (GPT) family of language models. ChatGPT is based on the GPT-3.5 and GPT-4 families of Large Language Models (LLM). ChatGPT is trained using a supervised reinforcement learning model. It is also a sibling of InstructGPT and is trained to closely track user input and respond quickly. ChatGPT can accurately process large amounts of data and interact intelligently, just like humans.
Competing with generative AI
Generative AI can be defined as a category of AI algorithms that can generate more accurate content based on training data. The output content can be text, code, images, videos, etc. ChatGPT is an example of text-based generative AI. The advantage of generative AI is the ability to create content with fewer resources. The downside is human unemployment and copyright issues.
In the emerging market of AI chatbots, generative AI is a true game changer. Take all the data available on the web and train an AI model. As a result, generative AI outputs are more accurate and cover multiple domains, both technical and non-technical. ChatGPT is a frontrunner in the world of AI chatbots. But other generative AI systems also have a lot of potential. These new players cover multiple use cases with deep learning models and fine-tuned results.
The competition in the generative AI chatbot space is steadily increasing. In the next section, we’ll take a look at some of ChatGPT’s best competitors.
Who are ChatGPT’s competitors?
There are many promising competitors in the AI LLM space. Below we will examine them one by one.
Amazon’s new language model
Amazon is another big player in the generative AI market. We have launched a new language model that is significantly more efficient than GPT3.5.
On ScienceQA benchmarks, this new Amazon language model outperforms GPT3.5 by 16 percentage points (75.17%). It consists of over 21000 multimodal multiple-choice questions ((MCQ)). Two key points are large scale language model (LLM) and chain of thought (CoT). , and the CoT is creating intermediate logical stages that show how to do something. Developed CoT.
Google Bard (LaMDA)
Launched in 2011, Google LaMDA is considered one of ChatGPT’s biggest competitors. LaMDA is being developed on a platform called ‘Transformer’, a new neural network architecture for language understanding. According to Google, “an architecture based on self-attention mechanisms that we believe is particularly well-suited for language understanding”. LaMDA has been trained with over 1.56 trillion words and 137 billion parameters. Generating meaningful responses requires natural language as input. You can also respond to follow-up queries just like ChatGPT. Google continuously tests and fine-tunes his AI chatbot to make it safe, secure and helpful.
Microsoft Bing AI
AI-powered Microsoft Bing launched in February 2023. Powered by the Edge browser, this AI tool helps you get better search results and generate content. These tools have been dubbed “AI co-pilots for the web.” Satya Nadella, Chairman and CEO of Microsoft, said:AI will fundamentally change every software category. We start with the largest category of all: search.”. The combination of Bing and Edge brings searching, browsing and chatting under his one window, accessible from anywhere on the web. The new generation of Bing is built on top of OpenAI LLM customized for search and, at the time of writing, performs better than ChatGPT.
Below are some of the key features of Bing AI.
- Efficient Search – Search gives more relevant results.
- Complete, Meaningful Answers – Bing provides more accurate answers to your queries.
- Interactive Chat – Interactive chat helps you fine-tune your queries to get the perfect answer.
- Content Creation – The new Bing and Edge help you create content.
deep mind sparrow
DeepMind is a UK-owned subsidiary of Alphabet, Google’s parent company. We currently plan to release our chatbot, Sparrow, in private beta in 2023. Sparrow is a conversational agent designed to converse with users and return safe and relevant answers. Sparrow is still a research-based proof-of-concept model. DeepMind researchers are working to make it safer in the long run.
Character AI
Character AI is another type of chatbot developed by ex-Google LaMDA developers. This AI tool features the ability to chat and role-play with anyone, including historical figures such as Charlie Chaplin and William Shakespeare, or fictional movie stars. The Character AI product is still in beta, but it’s another example of how LLM AI models can uniquely bring value.
Amazon Code Whisperer
Amazon Codewhisperer is an AI tool designed specifically for developers. It uses NLP and ML algorithms to check your code, identify issues, and respond with in-depth analysis. Helps developers be more productive by generating code recommendations. This powerful tool is free to developers at the time of writing.
Conclusion
From the above discussion, we can conclude that generative AI tools will disrupt many aspects of human life. ChatGPT is currently the most popular AI chatbot. But competitors are also coming up with new and unique features and initiatives. Some chatbots are generic in nature, while others target specific use cases. The future of AI chatbots is very difficult to predict, but they could change our lives significantly in the near future.
