ChatGPT vs Google BARD vs Bing Chat: Everything You Need to Know!

Benefits of AI Chatbots

1. Seamless 24/7 Support
2. Efficient customer service
3. Speeds up the response time
4. Customer care improvement
5. Omni-channel
6. Automated operations
7. Personalization

Detailed information about ChatGPT

Artificial intelligence (AI) that can generate new content instead of only analyzing or acting on the already available data is known as generative AI. It has been described as the most talked-about tech in silicon valley, and OpenAI is right at the heart of it. You might have seen other programmers work at DALL.E- A text image AI software that creates images based on written inputs.

DALLE.E 2 is a new AI system from OpenAI that can take simple text descriptions, like a koala dunking a basketball, and turn them into realistic photo images that would never exist before.

Similarly, ChatGPT learns from a large corpus of data which includes information from various websites, articles, books, the internet, and many more. Moreover, it is multilingual in nature, generating output in the language the users are looking for. It uses Machine Learning and Artificial Intelligence to learn indigenously.

Reinforcement Learning from Human Feedback is a procedure that leverages Supervised Learning and Reinforcement Learning. Both learnings use human trainers to enhance the performance of the model. ChatGPT utilized supercomputing infrastructure, Microsoft Azure, which Nvidia GPUs built for OpenAI powered. It was reported to cost “Hundreds of millions of dollars.” Moreover, followed by exponential demand & rising growth of ChatGPT, OpenAI was dramatically upgraded in 2023.

Features of ChatGPT

1) One of the key features of ChatGPT is its potential to provide output results that resemble human text replies. This is achievable because the text input is analyzed using machine learning to provide relevant and coherent responses.

2) It has the ability to process multiple languages.

3) It can produce output results in various formats and lengths, enabling users to customize the output to fit their needs.

4) It can learn various languages, enabling users to produce output in their chosen language, and making it simple to manage global initiatives despite a language barrier.

5) ChatGPT’s training data includes man pages (which is a form of software documentation usually found on a Unix or Unix-like operating system), information about internet phenomena (it is social and cultural phenomena related to the internet), and programming languages like Python and bulletin board systems.

6) ChatGPT’s voice recording feature distinguishes it from other chatbots.

Advantages of ChatGPT

1) ChatGPT provides a human-like response and learning to improve customer service operations.

2) ChatGPT is a powerful NLP system that outperforms other models’ accuracy, coherence, and readability.

3) It is integrated into various applications and platforms through its API, allowing it to implement its language processing capabilities in the user’s project.

Disadvantages of ChatGPT

1) ChatGPT sometimes generates incorrect or nonsensical output to the user’s question. Many users have faced this; moreover, fixing this issue is complicated.

There are a few reasons why it is challenging,

a) Throughout Reinforcement Learning, there is actively no derivation of truth.
b) Training ChatGPT to deliver more relevant results in it refusing the question it can answer
correctly.
c) Supervised training misleads the model by relying on what the model knows rather than what the human demonstrator knows.

2) When a user provides an ambiguous query, the model should ask clarifying questions, but the current ChatGPT model usually tries to guess users’ intent.

3) To warn users about or remove content that may contain false positives and negatives, ChatGPT employs the Moderation API.

4) AI system in ChatGPT is still learning. Therefore, the data is up to 2021 only.

Detailed information about Bing Chat

Bing Chat is a core part of a new feature of the Microsoft Bing search engine platform in February 2023. It fulfilled Microsoft’s desire to hop into the most wanted Artificial Intelligence, including other novel developments like Machine Learning, Deep Learning, Artificial Neural Networks, NLP, and Large Modeling.

Microsoft Account Holders, the elite waiting list members, were the only ones who could use Bing Chat in February. For real-world feedback, it was made available in more than 169 nations. The modest version of Bing received positive feedback from more than 71% of users. When the new Bing was first released, it encountered lengthy chat sessions. Additionally, the model became less helpful and adopted an improper tone due to the growing sequence of requests. Microsoft extended the user chat session as part of the amendment from six inputs per chat session to 60 talks per day, with hopes to increase to 100 sessions soon.

Features of Bing Chat

1) Summarises different web pages to generate direct answers to user queries limiting them to scroll to other results and sites.

2) It gives an interactive chat experience to refine their search to give answers to the question users put forward.

3) It generates the content based on user prompts. Also, Bing provides website links for the content generated.

4) It gives relevant search results for simple and complex queries.

5) It uses the most advanced large language model, GPT-4. Bing Chat is a multimodal language model giving more accurate and efficient results.

Advantages of Bing Chat

1) New Bing gives users an improved version of the familiar search experience, facilitating more accurate results.

2) Bing Chat is much more interactive, even for complex searches. It empowers users to refine their search until they get complete answers.

3) The Edge browser is built with new AI capabilities, which include two functionalities: Chat and compose.

4) Bing offers users summarized answers by searching the results across the web.

Disadvantages of Bing Chat

1) It offers limited user chats per session or day to prevent the overwhelming system. Microsoft raised the cap per session from 10 to 20 chats per session and 200 chats per day.

2) The chatbot is incompetent with detailed instructions. Moreover, its capabilities are not at par with ChatGPT.

3) The output from Bing Chat is customized but not as good as other Chatbots.

4) Bing Chat gives a short form of an article that depends on a particular prompt quality.

Detailed information about Google BARD

ChatGPT was launched, which alarmed potential threats to Google Search. This paved the way for “Code Red” alert to assist in the company’s AI efforts. Earlier in 2019, Google unveiled LaMDA, a prototype LLM, but didn’t release it publicly. Moreover, they were moving quickly to protect Google’s ‘reputational risk’ as it is larger than OpenAI. They decided to compete with ChatGPT by intensively testing “Apprentice BARD” and other chatbots. The Google employees were instructed to accelerate progress.

On March 21, 2023, Google took a step ahead and launched BARD with a finite number of users, allowing users only in the U.S. and UK to join a waitlist. BARD was launched as a standalone web application with a text box and disclaimer that the chatbot may display inaccurate or offensive information. Three responses are provided to each question, with users prompted to submit feedback on the usefulness of each answer.

Features of Google Bard

1) BARD employs LaMDA, the robust language model that understands the complex to simplest human language and generates accurate and coherent responses.

2) BARD AI implements LaMDA’s capability to generate high-quality user inputs.

3) BARD is an all-rounder because it can handle vast types of inputs, such as text, voice, or image-based.

4) BARD aims to improve its performance by collecting user feedback and incorporating it into its learning algorithms.

Advantages of Google Bard

1) It responds with multiple drafts to user prompts, allowing one to choose the most suitable option.

2) BARD uses Google search to produce answers to the user prompts. It results in more relevant and dependable content across diverse topics and domains.

3) The Chatbot is a user-friendly interface built with simplicity and less complexity.

Disadvantages of Google Bard

1) Google BARD allows limited users, availability specifically in the U.S. and UK.

2) BARD has limited functionality compared to more advanced models like ChatGPT. Sometimes it offers inaccurate information or ignores vital information.

3) Google BARD fails to offer personalized instruction. Moreover, it does not provide feedback or assessment.

1. Architecture:

– ChatGPT is a language model based on Neural Network Architecture. It is outlined to process and generate the responses for any sequence of characters that make sense. It includes many programming languages and mathematical equations.

– Google BARD is an AI language model based on Transformer architecture, a deep learning model explicitly developed for language tasks. BARD is designed to understand and generate human-like language text.

– Bing Chat uses a more refined Neural Network Architecture. Natural Language Processing understands and interprets users’ inputs. When a user tends to type a text in Bing Chat, the Chatbot utilizes NLP to break the inputs into component parts to identify the intent behind the query.

2. Responses:

– ChatGPT gives responses much more like answers to questions, much more human-like.

– Bing responds a step ahead, leaping beyond text and generating images.

– On the other hand, BARD uses Google’s own model called LaMDA, often giving less text-heavy responses.

3. Data Source:

– The training materials for ChatGPT include the following:

• Man pages.
• Facts on internet phenomena.
• Information on programming languages like Python and bulletin board systems.

– In contrast to InstructGPT, ChatGPT aims to lessen negative and dishonest responses.

• BARD uses Google’s Language Model for Dialogue Applications (LaMDA), which was trained using a sizable dataset that included talks and dialogues from the internet and Common Crawl, Wikipedia, The World Factbook, and other sources.
• Google follows Language Model for Dialogue Applications (LaMDA) for its neural network as it responds naturally to questions. BARD is trained in conversations and human dialog, but apart from that, it also uses Google search data to provide the user with real-time data.

4. Modal Machine Learning:

– ChatGPT is unimodal, only accepting text prompts as user input.

– BARD, on the other hand, is Multi-Modal.

– Bing Chat is Multi-Modal which can take input from the user in the form of text or speech.

5. Data Availability:

– The training data in ChatGPT is available only till 2021. There is no chance of getting information after 2021 for the users.

– Google BARD has real-time access to the Google search engine, which gathers information from it. Resulting in prompt results than ChatGPT.

– Bing Chat has quick access to the web browser Bing.

6. Availability:

– The initial version of ChatGPT is free for users worldwide. But the upgraded version of ChatGPT, ChatGPT Plus, costs around $20 monthly.

– Google BARD is free but limited to users only in the US and UK., Users from other nations willing to use BARD need to wait for its official launch worldwide.

– Bing Chat is free for users. Moreover, there is a waitlist for those looking forward to using it.

Real life examples of ChatGPT

– Debugging code: The best debugging companion is ChatGPT, which not only fixes the bug but also makes a quick suggestion to fix it.

Text prompt:-

Find the bug with this code:

…

for (var i= 0; i<5; i++){
setTimeout(()=> console.log(i), 1000)
}
…

The bug with this code is that it will print 5 times the number 5 to the console, each after a delay of 1 second. This is because the set Timeout function is asynchronous and executes the provided function after the specified delay, but the ‘for loop’ continues to execute immediately. By the time the first set Timeout function executes, the loop is already finished, and the variable i has the value of 5.

To fix this, you can use a closure to create a new scope for each iteration of the loop, so that each setTimeout function captures the value of i at the time of its creation. Here’s an example:

In this version, the immediately invoked function expression (IIFE) creates a new scope for each iteration of the loop, with its own copy of i. The setTimeout function inside the IIFE captures the value of i from the enclosed scope, rather than the outer scope, so it logs the expected values of 0 to 4 to the console, each after a delay of 1 second.

Real-life examples of Google BARD

– Google BARD: Here is a real-world instance of a user who used Google BARD for the first time. His text prompt was, “I want to buy a new car for my family.”

The generative AI produced five bullet points outlining the factors to consider before purchasing a new car.

Real-life examples of Bing Chat

– Bing Chat: In response to a user’s most recent tweet, it was discovered that the Bing AI sidebar can quickly read the entire PDF. This made it easy for the user to read academic research. Additionally, it proactively responded to all of the queries regarding the article.