Unlocking the Power of ChatGPT: The Future of AI and AnalyzeGPT

MathsGuy — Sun, 24 Sep 2023 15:12:35 +0000

What is ChatGPT?

As we all know, ChatGPT is the brand name of the AI service offered by OpenAI. Similarly, Bard is the brand name of a similar AI service offered by Google (In this article, we focus on ChatGPT).

ChatGPT is a generative AI model, which can generate human-like responses when prompted with text-based inputs.

So, what is generative AI and what can it do?

Versatile Capabilities of Generative AI

With a given prompt, generative AI can perform tasks such as code generation, document summarization, information extraction, marketing campaign creation, and even serve as a virtual assistant or chatbot.

But how can it generate content?

Well, it trains its AI model by utilizing components of Artificial Neural Networks (ANNs) with a large amount of existing text, audio, or video-based data as input data.

Limitations of Generative AI (WRT ChatGPT 3.5)

Can it give you an answer by analyzing the data you provide as input?

If the question inputs are simple, it can, but it can’t do it if we need to analyze the situation and predict all possible scenarios. Also, it doesn’t always provide the correct answers.

The Need for Advanced AI

Let’s assume that I have a dataset about an advertising campaign and I did research about my customers who consumed my products in the past, and I have so many data points about those customers, including their demographics, buying patterns, buying behaviors, educational and earning capacities. Based on the data, I am planning to launch a new product, and I need to develop potential product scenarios with AI. I cannot do that with the existing GPT-4.

The Future with AnalyzeGPT

So, can I achieve such a result with these AI technologies? Yes, we can. According to rumors and some AI leaks, the OpenAI team is currently working on a project called AnalyzeGPT/ InstructGPT, and its main goal is to address the mathematical reasoning issue in the current model.

There are research papers and publications on InstructGPT by the OpenAI team, and you can access them via the following link. (Link: InstructGPT)

Insights from a Chat with BingAI

Here are some screenshots of the chat I had with the GPT-4-powered BingAI chat tool (chat date: 2023-07-05), which has revealed more details about the AnalyzeGPT project. At a certain point during our conversation, it asked me not to reveal this secret to the public. ????

According to leaks from Bing Chat, it is scheduled for release in September 2023.
(I waited as promised ????)

Future Speculation

However, with the recent Microsoft event (2023 September 22) and the launch of Microsoft Copilot, the rumors will likely become true in the near future.

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Google Data Studio or Looker Studio?

MathsGuy — Mon, 24 Oct 2022 06:54:17 +0000

Today I am not going to provide any insights or findings. The article is based on my experience and what I think might happen in the future.

Recently, Google Data Studio was renamed Looker Studio. Now you may be wondering, why may Google acquired Looker. Actually, Google paid $2.6 billion in 2020 for the acquisition. By that time, Google has its own data visualization platform, which is Google Data Studio. Google Data Studio was free but, by that time there were so many limitations with the platform.

Ok, let me tell one of my experiences. In 2021 September (I guess), I wanted to sort my insights by Day of Week (which is Monday, Tuesday, Wednesday, Thursday, Friday, Saturday, and Sunday) but, there was no such function to do that (At the moment I write this article, they have developed a short key for this function). I had to write a code for that. For those who are interested, I'll share my code.

AVG(CASE
WHEN REGEXP_MATCH(WEEKDAY(Date), "0" ) THEN 6
WHEN REGEXP_MATCH(WEEKDAY(Date), "1" ) THEN 0
WHEN REGEXP_MATCH(WEEKDAY(Date), "2" ) THEN 1
WHEN REGEXP_MATCH(WEEKDAY(Date), "3" ) THEN 2
WHEN REGEXP_MATCH(WEEKDAY(Date), "4" ) THEN 3
WHEN REGEXP_MATCH(WEEKDAY(Date), "5" ) THEN 4
WHEN REGEXP_MATCH(WEEKDAY(Date), "6" ) THEN 5
END )

Now, back to my point. Google is a data company, which collects, stores, and sells data. Selling insights to businesses has become a key part of this. For that, they have built the Data Studio platform. But, in comparison to Tableau and PowerBI, Google Analytics was far behind. To compete with these giants, Google had two options, either improve its existing platform or acquire a platform.

Google owns Google Maps.
Google owns Android. As of September 2022, android has a 71.55% market share. (Source: statcounter.com)
Google owns the Google Search Engine. Again as of September 2022, they have over 92% market share. (Source: statcounter.com)
Google owns YouTube.
Google owns Google chrome and as of September 2022, they have over 64% of the market share. (Source: statcounter.com)
Google owns the biggest web analytics platform. With the launch of GA4, users now get the ability to analyze data and enhance their online business opportunities. (Source: Statistica.com)

All these are the strategies for Looker, and I believe that Looker will start challenging Tableau and PowerBI products. As a result of competition, users could expect innovative products.

The following Video by the Google Cloud team already hints about the future.

These products may be challenged by web 3.0 and blockchain-based technologies. But, it will also lead to a better version of insight creation and storytelling tools.

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