ChatGPT software and other generative artificial intelligence tools are muscling their way into the financial services industry, and will be involved in both retirement planning and constructing investment portfolios.
JPMorgan is developing a ChatGPT-like A.I. service, called IndexGPT, according to a trademark filing, that can select securities and investment advice.
Rival Morgan Stanley is also testing an OpenAI-powered chatbot for its 16,000 financial advisors to help better serve clients. Like ChatGPT, this tool will provide instant answers to advisors questions, drawing on Morgan Stanley research.
The technology isnt yet running money on its own, but a study conducted by two academics in South Korea shows a portfolio constructed using ChatGPT outperformed random stock selection as a portfolio manager. Among other things, ChatGPT was better at picking diversified assets, producing a more efficient portfolio.
Advertisement - Scroll to Continue
In another experiment, a dummy portfolio of stocks selected byChatGPT significantly outperformed some of the leading investment funds in the U.K. As of March 6 to April 28, the continuing study showed that the AI-generated portfolio increased in value by 4.9%, surpassing the 3% gains of the S&P 500 index, while major U.K. investment funds lost 0.8%, over the same period. As of July 27, the ChatGPT fund had racked up nearly a10% return.
AI considered key principles from top-performing funds to select personalized stocks. This process would be very difficult for an amateur investor, and could easily be derailed by conscious and unconscious bias, says Jon Ostler, CEO at Finder.com, a global fintech firm that conducted the study.
While the fund continues to outperform, Ostler admits it doesnt yet have access to real time information. The next step would be to make a portfolio that constantly monitors the market and continually tweaks the portfolio based on external factors, he adds.
Advertisement - Scroll to Continue
AI is fantastic for synthesizing large amounts of data, says Ostler. In theory, generative AI has the potential to support and enhance many aspects of retirement planning if it has access to up-to-date and specific financial data sources and analyst research.
AI models are getting good at predictions and simulations which can be useful in testing different future scenarios and their impact on specific financial goals. AI could be used to develop, test and illustrate retirement plans quickly, as long as all the individual circumstances of a person can be fed into the model effectively, says Ostler. Unlike Monte Carlo simulations that use models constructed by experts to predict probabilities, AI builds its own models to predict future outcomes, Ostler says.
Generative AI also holds the potential for making the retirement planning process more efficient. The use of AI-powered automation will allow retirement plans to be continuously adapted based on changing circumstances and new data, Ostler says. A plan could, thus, be designed by an advisor using AI and then updated and enhanced automatically with little human effort.
Advertisement - Scroll to Continue
Models like GPT-4a more advanced version of ChatGPTcan analyze vast amounts of data, consider multiple variables, and generate possible scenarios. While it cant predict the future, it can aid in creating hyper-personalized strategies based on the users input and the data it has been trained on for these purposes, says Dave Mazza, chief strategy officer at Roundhill Investments.
For example, a client may have dueling objectives such as needing current income for living expense and capital appreciation for the future. AI could help serve as the advisors co-pilot in analyzing the range of acceptable outcomes and determine what is and isnt relevant to a clients individual requirements and craft personalized strategies with greater customization to better meet their investment objectives, Mazza notes.
His investment firm is in the early stages of incorporating generative AI into numerous workflows to gain additional precision, speed, and cost-effectiveness. These AI models can process massive data sets in seconds and provide personalized advice, which could augment advisors productivity and optimize their business, he adds.
Advertisement - Scroll to Continue
Over time, generative AI could acquire a fine-grained ability to understand more complex aspects of retirement planning, such as dynamic portfolio management. Generative AI might evolve to develop personalized investment strategies that flexibly respond in real time to changes in an individuals financial circumstances and market dynamics. There are expectations of advancements that would enable generative AI to understand user emotions, needs, and aspirations more accurately to offer more personalized advice, says Mazza.
All told, ChatGPT is a complementary tool. As a personal assistant AI could perform many routine tasks of advisors, leaving them with the responsibility of reviewing the AIs recommendations and providing the final stamp of approval.
AI could permit financial advisors to be far more efficient, says John Rekenthaler, director of research for Morningstar Research Services. In the future, advisors may be less valued for their deep knowledge on a subject, as AI programs can replace that knowledge. Instead, they may be more valued for their ability to effectively use AI technology in their work, he adds.
Rekenthaler says AIs role will grow. Further down the line, AI will become intertwined with the financial planning process, he says. The advisor will retain the personal relationship, but AI will assist in asking the questions and will ultimately create the financial plans.
Write to editors@barrons.com
Read more from the original source:
Your Financial Advisor Will Soon Use AI on Your Portfolio - Barron's
- Shell to use new AI technology in deep sea oil exploration - Reuters [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- Tom Hanks: I could appear in movies after death with AI technology - BBC [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- Why C3.ai, Palantir, and Other AI Stocks Soared This Week - The Motley Fool [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- How to do the AI Webtoon filter going viral on TikTok - Dexerto [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- AI poses risk to humanity, according to majority of Americans in new poll - Ars Technica [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- New AI tool predicts Parkinson's disease with 96% accuracy -- 15 ... - Study Finds [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- AI is in a 'baby bubble.' Here's what could burst it. - Markets Insider [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- Rise of the machines: how long before AI steals my job? - Mexico News Daily [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- Amazon is focusing on using A.I. to get stuff delivered to you faster - CNBC [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- Beijing calls on cloud providers to support AI firms - TechCrunch [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- AI at warp speed: disruption, innovation, and whats at stake - Economic Times [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- How a family is using AI to plan a trip around the world - Business Insider [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- Prompt Injection: An AI-Targeted Attack - Hackaday [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- WHO calls for safe and ethical AI for health - World Health Organization [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- Azeem on AI: Where Will the Jobs Come from After AI? - HBR.org Daily [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- AI runs amok in 1st trailer for director Gareth Edwards' 'The Creator ... - Space.com [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- From railroads to AI: Why new tech is often demonised - The Indian Express [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- How Generative AI Changes Organizational Culture - HBR.org Daily [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- Google plans to use new A.I. models for ads and to help YouTube creators, sources say - CNBC [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- A.I. and sharing economy: UBER, DASH can boost profits investing ... - CNBC [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- A Wharton professor says AI is like an 'intern' who 'lies a little bit' to make their bosses happy - Yahoo Finance [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- CNET Published AI-Generated Stories. Then Its Staff Pushed Back - WIRED [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- AI-Driven Robots Have Started Changing Tires In The U.S. In Half The Time As Humans - CarScoops [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- Elections in UK and US at risk from AI-driven disinformation, say experts - The Guardian [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- Here's What AI Thinks an Illinoisan Looks Like And Apparently, Real Illinoisans Agree - NBC Chicago [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- We Put Google's New AI Writing Assistant to the Test - WIRED [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- 'Heart wrenching': AI expert details dangers of deepfakes and tools to detect manipulated content - Fox News [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- From Amazon to Wendy's, how 4 companies plan to incorporate AIand how you may interact with it - CNBC [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- Meta Made Its AI Tech Open-Source. Rivals Say Its a Risky Decision. - The New York Times [Last Updated On: May 21st, 2023] [Originally Added On: May 21st, 2023]
- For chemists, the AI revolution has yet to happen - Nature.com [Last Updated On: May 23rd, 2023] [Originally Added On: May 23rd, 2023]
- G7 calls for adoption of international technical standards for AI - Reuters [Last Updated On: May 23rd, 2023] [Originally Added On: May 23rd, 2023]
- Bloomsbury admits using AI-generated artwork for Sarah J Maas novel - The Guardian [Last Updated On: May 23rd, 2023] [Originally Added On: May 23rd, 2023]
- New AI research lets you click and drag images to manipulate them ... - The Verge [Last Updated On: May 23rd, 2023] [Originally Added On: May 23rd, 2023]
- France makes high-profile push to be the A.I. hub of Europe setting up challenge to U.S., China - CNBC [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- German tabloid Bild cuts 200 jobs and says some roles will be replaced by AI - The Guardian [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- How Christopher Nolan Learned to Stop Worrying and Love AI - WIRED [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- OpenAI plans app store for AI software, The Information reports - Reuters.com [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- A.I. could remove all human touchpoints in supply chains. Heres what that means - CNBC [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- Cision Announces Code of Ethics for AI Development and Support ... - PR Newswire [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- AI Stock Price Prediction: Is C3.ai Really Worth $16? - InvestorPlace [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- Is Applied Digital (APLD) Stock the Next Big AI Play? - InvestorPlace [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- 2 Cloud Stocks to Ride the AI Opportunity - The Motley Fool [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- Digital health funding this week: Outbound AI, Aledade, Dexcare - Modern Healthcare [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- The AI Tool That Beat Out Top Wall Street Analysts - InvestorPlace [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- Replacing news editors with AI is a worry for misinformation, bias ... - The Conversation [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- In new AI hype frenzy, tech is applying the label to everything now - Axios [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- How AI like ChatGPT could be used to spark a pandemic - Vox.com [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- 70% of Companies Will Use AI by 2030 -- These 2 Stocks Have a ... - The Motley Fool [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- Why C3.ai Stock Crashed by 10% on Friday - The Motley Fool [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- YouTube integrates AI-powered dubbing tool - TechCrunch [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- AINsight: Now Everywhere, Can AI Improve Aviation Safety? - Aviation International News [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- What is 'ethical AI' and how can companies achieve it? - The Ohio State University News [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- US to launch working group on generative AI, address its risks - Reuters.com [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- Amazon Wants to Teach Its Cloud Customers About AI, and It's Yet ... - The Motley Fool [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- HIMSSCast: When AI is involved in decision making, how does man ... - Healthcare IT News [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- How AI could transform the legal industry for the better - Marketplace [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- Neuroscience, Artificial Intelligence, and Our Fears: A Journey of ... - Neuroscience News [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- Why SoundHound AI Stock Was Making So Much Noise This Week - The Motley Fool [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- Advertisers should beware being too creative with AI - Financial Times [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- 3 Top AI Stocks to Buy Right Now - The Motley Fool [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- 1 AI Stock That Could Take You to Easy Street -- and 1 That Could ... - The Motley Fool [Last Updated On: June 23rd, 2023] [Originally Added On: June 23rd, 2023]
- Generative AI To Wearable Plant Sensors: New Report Lists Top 10 Emerging Tech Of 2023 - NDTV [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- Researchers use AI to help save a woodpecker species in decline - MPR News [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- OceanGate fires a whistleblower, hackers threaten to leak Reddit data, and Marvel embraces AI art - TechCrunch [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- As AI Spreads, Experts Predict the Best and Worst Changes in ... - Pew Research Center [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- 9 AI-powered tools for empowering CFOs unveiled at Health Magazine round table - Gulf News [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- Translating Japanese, finding rap rhymes: How these young Toronto-area workers are using AI - Toronto Star [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- Artificial Intelligence in Asset Management Market to grow by USD 10,373.18 million from 2022 to 2027, Growing adoption of cloud-based artificial... [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- 5 Stocks Well-Positioned to Reap Rewards of AI: Morgan Stanley - Business Insider [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- ChatGPT-maker OpenAI planning to launch marketplace for AI applications - Business Today [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- AI watch: from Wimbledon to job losses in journalism - The Guardian [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- AWS is investing $100 million in generative A.I. center in race to keep up with Microsoft and Google - CNBC [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- Bets on A.I. and innovation help this tech-focused T. Rowe Price ... - CNBC [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- Generation AI: It is Indias time to play chief disruptor | Mint - Mint [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- The Next Token of Progress: 4 Unlocks on the Generative AI Horizon - Andreessen Horowitz [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- MongoDB Embraces AI & Reduces Developer Friction With New Features - Forbes [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- Why smart AI regulation is vital for innovation and US leadership - TechCrunch [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- WEDNESDAY: West Seattle facilitator hosting 'civic conversation ... - West Seattle Blog [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- A.I. has a discrimination problem. In banking, the consequences can be severe - CNBC [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]
- AI Consciousness: An Exploration of Possibility, Theoretical ... - Unite.AI [Last Updated On: June 26th, 2023] [Originally Added On: June 26th, 2023]