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                                                                He wrote in a research note that investors should be wary
         Insider’sreport                                        of the "bubble-like euphoria" around AI.

           on payments                                          As I noted, bubbles aren't always bad. Back in the 1980s and
                                                                1990s fiber optic technology formed the basis of a bubble
                                                                involving telecommunication firms. That bubble burst but
                                                                left in its wake massive amounts of fiber optic cable still in
                                                                use today or waiting to be lit up.

        Does AI have a                                          And the dot-com bubble was the genesis of ecommerce, and
                                                                as has been documented, it soared during the pandemic
                                                                and continues to grow unabated. Late last year, Adobe
        bubble problem?                                         Analytics predicted online sales would near $22 billion just
                                                                in the 61 days between Nov. 1 and Dec. 31, 2023.

        By Patti Murphy                                         So, even if we're in the midst of an AI bubble, and even if
        ProScribes Ink                                          it bursts like most bubbles do, it's not the death knell for
                                                                AI technologies, or for payment initiatives that leverage AI.
              may get blowback on this, but the way I see it we are
              living through an AI bubble, and like other bubbles   Promise and problems
              before it, this one will burst. Before continuing, let's   The public frenzy over AI began in late 2022 with the launch
        I agree this is not necessarily bad news, and that arti-  of ChatGPT, a chatbot heavily financed by Microsoft. It
        ficial intelligence is not inherently bad.              uses generative AI, similar to automated online customer
                                                                support  chats,  that can support  text, images and other
        Machine learning tools and other forms of AI have been   media using training data and models.
        used for generations, with success, for banking and
        payments applications, including fraud prevention and   The launch sparked an AI "arms race" of sorts, with big
        detection. And there will be numerous opportunities     tech companies upping their AI investments by billions of
        for the technology to continue to make contributions to   dollars and all tech companies angling to deliver new AI
        banking and payments in 2024 and beyond.                applications.
                                                                OpenAI, the company behind ChatGPT, was created in
        But the seeming hysteria around AI: fears about how we're   2015 by a group of tech moguls, many of whom have since
        going to lose our jobs to AI tools like chat bots; the money:   moved on to other AI projects. On day one, the chatbot
        private equity investments ballooning from $6.67 billion in   claimed over a million users.
        2015 to $47.4 billion in 2022, according to Goldman Sachs;
        plus, the squabbles and jockeying for position among titans   To what does ChatGPT owe its success? I posed that
        of tech that seem to have more to do with ego than serious   question to the chatbot itself. The answer was a bit long to
        efforts at building out an AI industry—all these things give   recount here, but these are a few highlights:
        me pause.
                                                                   • It is "trained on a diverse and extensive dataset
        While they are prone to bursting, bubbles can bring          collected from a wide range of sources on the
        important advances. Some prominent companies were            internet."
        born during the dot-come bubble of the late 1990s and early
        2000s. Amazon, eBay and Priceline are among them.          • It is built on "transformer architecture," which uses
                                                                     neural networks that can put data into context and
        What made the dot-com and other bubbles burst was            predict likely sequences of words in response to
        indiscriminate investment strategies. Investors were         prompts or queries.
        seemingly throwing money at anything that leveraged this
        new sales and delivery channel called the internet. The    • OpenAI makes the technology available through
        problem was that many of these companies burned through      APIs, making it easy to integrate with applications
        the cash with outsized salaries and cushy perks, but         and services.
        without real products that brought returns on investment.
                                                                The response included this caveat: "It's important to note
        When the dot-com bubble burst, like so many before      that  while  ChatGPT  has  achieved  remarkable  success,  it
        and after it, small fortunes made seemingly overnight   also has limitations and may generate incorrect or biased
        evaporated just as quickly. Back in August 2023, Edward   responses in certain situations."
        Stanley, head of thematic research at Morgan Stanley,
        suggested a similar outcome could await AI.             After  all,  the internet,  which ChatGPT  scours  for
                                                                information, is filled with misinformation. Mistakes are a
                                                                given.
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