ChatGPT can now predict the direction of interest rates ??; RegTech market set to surge to $45.3 billion by 2032 ??
Linas Beliūnas
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Last week (23-27 October) was another fascinating week in FinTech. We will look at ChatGPT which can now predict the direction of interest rates (what this means + more reads on AI + Finance); the RegTech market that is set to boom in the upcoming years (& what’s behind $45.3B potential by 2032) and other interesting news and developments.
Without further ado, let us dive into what happened in the financial technology sector last week. Let’s connect the dots.
ChatGPT can now predict the direction of interest rates ??
The news ??? New research demonstrates how large language models like ChatGPT can forecast interest rate decisions by parsing the carefully coded communications of central bankers.
Let’s take a look.
More on this ?? In a new study, economists at Sheffield Hallam University in the UK fed transcripts of Bank of England Monetary Policy Committee speeches into OpenAI 's ChatGPT. The AI then classified each address as dovish, neutral, or hawkish based on tone and wording. This sentiment analysis proved statistically significant in predicting how members would vote at upcoming meetings.
Those who gave more neutral speeches tended to favor interest rate hikes compared to the more dovish or hawkish speakers. So while the content might appear innocuous to the layperson, ChatGPT was able to decode the subtle semantics of central banking.
Lead researcher Dr. Drew Woodhouse says this highlights the potential of AI for processing nuanced human beliefs and expectations. The technology grasped the intricacies of central bank communications and related speech patterns to eventual policy actions.
The impact ?? The findings have major implications for forecasting decisions and modeling economic expectations going forward. The Sheffield team suggests this approach could be extended to study other aspects of central bank messaging like forward guidance.
It also illustrates how publicly available AI like ChatGPT can empower financial analysis and decision-making. Banks and investors stand to gain an edge by leveraging natural language processing to parse the coded communications of policymakers.
In fact, 摩根大通 has already built a similar ChatGPT-based model to analyze statements by the Federal Reserve Board (see below). The bank says early applications are encouraging, with the tool now expanded to cover other major central banks as well.
?? THE TAKEAWAY
Looking ahead ?? As AI grows more sophisticated at decoding human language, institutions will race to take advantage across the financial sector. Fund managers could automate sentiment tracking of corporate executives to anticipate business outlooks. Regulators may also apply speech analysis to detect early warnings of excessive risk-taking. And economists can generate more accurate forecasts by feeding the latest rhetorical trends into predictive models. But risks exist around over-reliance on AI for divining meaning from speech patterns. The technology may miss nuances or mistakenly infer causality from spurious correlations in language data. Careful human oversight is still essential. The research nonetheless indicates central banks may need to further refine their communications as AI permeates markets. Delivering forward guidance could become an arms race of coded semantics. For now, it appears models like ChatGPT have cracked the cryptic lexicon of monetary policymakers. Tech-savvy investors are already parsing the latest speeches for any slight change in tone or terminology that could signal shifts in the interest rate outlook.
ICYMI:
JPMorgan is developing a ChatGPT-like AI service for investors ?? [+6 more reads]
RegTech market set to surge to $45.3 billion by 2032 ??
New data ?? The global regulatory technology (RegTech) market is primed for robust growth in the coming decade, with revenues projected to surge from $8.2 billion in 2021 to $45.3 billion by 2032. This represents a compound annual growth rate of 16.2%, according to a new report by Future Market Insights.
The growth is being fueled by the massive disruption of the COVID-19 pandemic, which shone a spotlight on the need for more automated and digitized regulatory compliance solutions.
More on this ?? The pandemic led to a surge in online financial transactions and remote work for compliance staff. This created unprecedented demand for RegTech to facilitate automated monitoring for money laundering and other suspicious activities.
For example, suspicious activity reports (SARs) skyrocketed 263% for fintech companies in the UK in 2020 compared to the previous year. The crisis exposed vulnerabilities in existing compliance workflows, forcing companies to realize the imperative of adopting RegTech.
Going forward, cloud-based RegTech deployments are projected to see particularly rapid adoption, growing at 22.6% CAGR from 2015 to 2021. The US and Japan will be dominant markets, with an absolute dollar opportunity of $12 billion and 14.6% CAGR respectively.
Key players in this space are now focused on R&D and acquisitions to gain a competitive edge. For example, GBG recently acquired biometrics providers Acuant and IDology to create the largest digital ID verification network in the Americas.
?? THE TAKEAWAY
Looking ahead ?? Overall, the pandemic has necessitated upgrading legacy approaches to regulatory compliance. Automation and digitization will only accelerate the prevention of financial crimes like money laundering and fraud. Zooming out, RegTech provides the solutions needed to rapidly analyze big data and ensure security without compromising efficiency. While regulators play catch up, RegTech innovation will continue leading the way. Companies that fail to adopt modern solutions do so at their own peril.
Extra Reads & Quick Bites for Curious Minds ??
Money Moves ??
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About: I am a business developer, sales professional, and FinTech strategist, as well as a Cryptocurrency and Blockchain enthusiast. I'm highly passionate about Financial Technology and Digital Innovation and strongly believe that it will change the world for the better. Apart from my daily job at a global payments startup where I'm leading the company's expansion into Europe, I'm an active member of the FinTech community and a TechFin evangelist.
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Great share. OpenAI's ChatGPT is certainly shaking up the FinTech space! It's incredible how AI is transforming finance. If you're curious about the AI behind the scenes, consider exploring our no-code platform. It's a game-changer for custom AI app creation. ????
PIATURIS TRAVEL AGENCY AND SIONA FUNDACION
1 年I agree that more resources will grow in the next few years.
Founder and CEO - Myforexeye | Helping MSME’s creating Forex Risk Management strategies.
1 年AI predicting interest rates and RegTech's meteoric rise – the financial world is at the intersection of technology and transformation. Keeping an eye on these game-changers!
Projects, Engineering, Life
1 年Let the tail chasing begin…
Global Brand Communication Strategist
1 年The an old adage that may well apply here: "If it sounds too good to be true, it probably is..."