2 March 2023

Investment Strategy Insights: Keep an Eye on Generative AI

Author:
Hani Redha, CAIA

Hani Redha, CAIA

Portfolio Manager, Head of Strategy and Research for Global Multi-Asset

Investment Strategy Insights: Keep an Eye on Generative AI

It’s difficult to remember when televisions went from boxy furniture to flat wall art. Perhaps that’s because technology has the curious power to take what at first seems like science fiction and weave it into the fabric of our lives so quickly that we soon forget the timing of the transition. We currently are at the start of that process with artificial intelligence, generative AI to be specific, which is why investors should be paying attention.

The success of ChatGPT, which garnered the fastest adoption rate in history (100 million users in two months),1 and the commitment of the biggest search engines and tech giants to incorporate AI tools in their products, have attracted considerable attention. Until now, AI could read and write, but it could not “understand” content. Generative AI models like ChatGPT have changed this, enabling machines to understand natural language and produce human-like dialogue and content. There are clear limits to the accuracy of its output thus far, yet even at this stage, generative AI is showing itself to be a truly transformative force – in contrast to ”moonshot” ideas like the metaverse, which have limited practical implications over a relevant investment horizon. By better capitalizing on data, AI could boost the world economy by up to $15.7 trillion by 2030 (according to PwC research).2

Whether looking at the impact of AI from a macro, top-down perspective or through a bottom-up process that analyzes individual companies — or by synthesizing both perspectives, which is the approach at PineBridge — it’s clear that we are in an inflection phase where adoption and progress are coming at a surprisingly fast pace.

Once AI’s ability to generate text, images, video, and audio content are fully integrated into current tech tools, its power to transform everyday work will start to be felt. Since ChatGPT can generate human-like text, it can be used for content generation (e.g., writing news articles, social media posts, marketing content, stories, music, and emails), data extraction, summarizing text, optimizing web browsers, language translation, and computer programming. Programmers are already using this technology for program generation or to explain code or concepts. Data gathering and entry-level analysis will be generated efficiently and with minimal input. Customer support bots will also become increasingly efficient and accurate. Healthcare systems, particularly for diagnostics, will improve in both speed and accuracy.

Beyond the large tech companies already rolling out sophisticated chatbots and other AI service tools, who will be the winners and losers from the uptake of this technology? Larger companies with the resources to build and implement these new tools will likely reap the most immediate benefit in terms of greater productivity and reduced costs. Startups and new entrants also will gain an edge by avoiding the costs of replacing or updating legacy systems. Smaller and midcap companies that don’t have the resources or wherewithal to invest in the new tools, yet must compete against better-equipped rivals, may face headwinds. For investors, the disruptions will create much-needed dispersion of outcomes, leading to sizeable alpha opportunities for those with the skills to discern the winners and losers.

The labor market is likely to change too. As a result of AI, high-end white-collar jobs dealing with abstract issues will continue to become more valuable, while the number of middle-income, lower-level white-collar jobs – customer service agents and entry-level researchers, for example – may shrink. The labor market is already experiencing severe mismatches, with layoffs in some high-skill sectors and shortages of low-skilled labor. Over time, AI won’t have much impact on the high current demand for manual labor, and therefore societal tensions arising from a hollowing-out middle class and imbalanced labor markets are likely to continue.

As in the past, those living in the midst of a big technological change often are only vaguely aware of it until after the tide has shifted. Yet over the next two to three years, AI is likely to usher in dramatic, tangible changes that affect day-to-day life and the performance of a wide range of markets. For investors, the question “How will AI affect this market?” should be kept top of mind.

Conviction Score (CS) and Investment Views

The Conviction Scores shown below reflect the investment team’s views on how portfolios should be positioned for the next six to nine months. 1=bullish, 5=bearish, and the change from the prior month is indicated in parentheses.

Global Economy

CS 3.50 (unchanged)

Stance: Surprisingly strong nonfarm payrolls in January, robust retail sales, and a slower decline in the Consumer Price Index (CPI) have led the market to reassess its expectations, with more rate hikes now priced in for 2023. Overall, however, slower growth and disinflation trends remain intact. Core CPI excluding shelter printed below 0.2% month-over-month for the fourth consecutive time, and when considering that no full-time jobs have been added in the economy since last year’s second quarter, labor market fundamentals seem less strong than what the latest Job Openings and Labor Turnover Survey (JOLTS) is reporting: a rise in openings to more than 11 million. Warm January weather is possibly behind the seasonal pop in retail sales, with the non-seasonally- adjusted numbers showing a broad sideways move since mid-2021. That dovetails with utilities production, which fell the most on record for any January. There will be heightened focus on February numbers, therefore, to ascertain whether the “strong” January data indicates a true change in trend. In Europe, fears of a near-term recession have been assuaged with the alleviation of the gas shortage, but data has yet to turn. Retail sales and industrial production are in contraction as loan data has turned sharply lower in the face of a hawkish European Central Bank (ECB). Conversely, China’s reopening has been quicker and stronger than expected, as shown by loan data and purchasing managers’ index (PMI), which is above 50.

Outlook: While China’s rebound should be less dramatic than in previous cycles, it should translate into a better global economic backdrop in 2023 than what was previously expected. US growth still seems set to slow, with a possible secondary tightening in financial conditions driven by a more hawkish Fed tone.

Risks: 1) Secondary tightening in financial conditions catching the Fed off guard; 2) an increase in geopolitical fears; and 3) more resilient economic fundamentals across Europe and the US.

Rates

Gunter Seeger, CFA Portfolio Manager, Developed Markets Investment Grade

CS 3.50 (unchanged)

Our neutral outlook last month lasted for a nanosecond, after which we became bearish. At the Federal Open Market Committee (FOMC) press conference on 1 February, Fed Chair Jerome Powell mentioned disinflation 15 times, yet nonfarm payroll figures, the Producer Price Index, CPI, and retail sales are all accelerating. As we approach and hit 4%, we will add duration. We have made incremental additions to duration at 3.75% and 3.85% on 10-year Treasuries, are neutral at 4%, and overweight higher than that.

Credit

Steven Oh, CFA Global Head of Credit and Fixed Income

CS 3.75 (-0.25)

The fundamental global economic outlook has continued to surprise to the upside, resulting in a decline in recession probabilities. Offsetting this optimism is the market’s realization that the Fed is not going to cut rates in 2023. As a result, rates volatility has returned, with the potential for a longer period of higher terminal rates. Despite strength in near-term economic data, we continue to expect earnings deterioration and the lagging effects of higher rates as the year progresses.

Despite some backsliding late in the month, spreads have tightened from January, with rate sensitivity driving returns. After dropping below 400, high yield (HY) spreads are back near 420 levels, while IG spreads have returned to the 110s. The BB-BBB differential has widened to 130 but is not sufficient to change our tilt of favoring IG over HY. However, single-B HY has wider dispersion and sufficient value such that we would maintain current HY exposures. The return of collateralized loan obligation (CLO) issuance and growth in the pipeline has provided strong technical support to the loan market. While demand for mezzanine CLO tranches remains more challenging, strong demand toward the top of the capital stack has resulted in substantial spread tightening relative to IG credit and sufficient equity arbitrage despite higher loan prices. With greater economic optimism in Europe and China, the differential between US and European/ emerging market (EM) spreads has continued to narrow. Therefore, we would pause adding to European or EM exposure relative to US credit.

Currency (USD Perspective)

Anders Faergemann Senior Sovereign Portfolio Manager, Emerging Markets Fixed Income

CS 3.00 (+0.25)

The US disinflation narrative, which weighed on the US dollar in recent months, has hit a few speed bumps in recent weeks with the release of significantly higher-than-anticipated nonfarm payrolls, red-hot retail sales, and a slightly disappointing CPI print. Global sentiment has turned weaker as a result, temporarily reinvigorating the US dollar. Rate differentials remain the key driver of a resurgent US dollar in the short term, while a surprisingly aggressive tightening stance by the ECB should support the euro over a 12-month timeframe. Current US data uncertainty and the Fed’s data dependence have pulled the May FOMC meeting into play, almost entirely ruling out 2023 cuts and bolstering the near-term US dollar outlook. We advocate using short-term US dollar strength to reposition for a weaker US dollar in the second half of 2023 as US economic activity fades and the Fed goes on pause. Our new 12-month euro/US dollar forecast at 1.05 (from parity) makes us more neutral over that investment horizon. Also, the US dollar tends to have a negative relationship to global growth, underperforming EM currencies during periods of a US-only recession.

China’s reopening helps bolster EM activity and supports a widening of its growth differential with developed markets (DM). The appointment of Kazuo Ueda as the Bank of Japan’s governor paves the way for exiting yield curve control in Japan, yet the bar is still high for removing the BOJ’s negative interest rate policy. Extreme short yen positions have been reversed, suggesting the yen could be in for a technical setback on the market’s realization that Ueda may prove more conservative or neutral than hoped.

Emerging Markets Fixed Income

Chris Perryman Managing Director, Corporate Portfolio Manager and Head of Trading, Emerging Markets Fixed Income

USD EM (Sovereign and Corp.)

CS 3.00 (unchanged)

Local Markets (Sovereign)

CS 3.00 (unchanged)

Driven by China’s reopening and firmer US economic data, we see a rising probability of a soft landing. This makes EM corporate IG more attractive than US IG and EM sovereign IG on a risk-adjusted basis amid lower leverage, higher average credit ratings, and considerably shorter duration. Local currency debt also offers an attractive alternative, but we recommend being selective, favoring Mexico, Colombia, Indonesia, and South Africa. China’s reopening is positive for all EM areas, helping Latin America overcome the headwinds of a US slowdown, with boosts coming for metals and mining, pulp and paper, and industrials and diversified companies, particularly chemical producers, and for protein-sector companies. In Asia there are positives across the board, with Macau, Hong Kong, and Thailand the standout winners. Central and Eastern Europe, the Middle East, and Africa (CEEMEA) will feel a small indirect impact from China, although commodity industries will benefit directly. We note that a one-percentage-point gain in Chinese growth leads to a 0.2-percentage-point rise in euro-area GDP, which benefits CEEMEA companies. One sector that benefits but is not always obvious is real estate. Even with the expectation that China’s growth now will be more consumption-driven than investment-led, China’s reopening still puts a floor under commodity prices but at the same time will help keep costs in line by normalizing supply chains. We raised our “soft landing” probability to 20% from 10%, reduced our “classical” outlook to 50% from 60%, and maintained our “pivot” and “stagflation” probabilities at 20% and 10%, respectively.

Multi-Asset

Mary Nicola Senior Vice President, Portfolio Manager, Global Multi-Asset

CS 3.50 (-0.25)

China’s reopening and Europe’s mild winter not only have reduced the odds of a global recession, but also have changed the landscape of investment opportunities. For that reason, we have become slightly more constructive, primarily to make room for select opportunities in EM that previously had been attractive from a valuation perspective but lacked the prospect for improving fundamentals. For most developed markets, we remain just as cautious as before. We still see a profit recession unfolding in the West and worry that goods deflation is now running unsustainably fast and may even prove transitory by the second half of the year, making the goal of sub-3% core inflation difficult to achieve. In the US, a puzzling and long divergence has developed between lagging “hard” economic data and leading “soft” data (such as PMIs and confidence surveys). Many of these lead/lag relationships form the basis for expectations of a recession in the second half. From top-down and bottom-up data, there is evidence that the economy is still being buffeted by outsized backlogs that built up because of Covid-induced supply chain constraints. While these backlogs are now dwindling, they still must be fulfilled. Even in real estate, which has slowed sharply as mortgage rates spiked, backlogs have continued to support homebuilders, delaying what looks to be an inevitable rise in construction unemployment by the second half. We think excess savings, to the extent they exist, also will likely give way by the second half.

Global Equity

Ken Ruskin, CFA Director of Research and Head of Sustainability, Global Equities

CS 2.75 (unchanged)

Fourth-quarter earnings largely have come in as expected, with the economy still showing surprising resilience despite dispersion in end-market outlooks. The picture for the second half remains uncertain, with easing inflation and China’s reopening providing some offset to the cumulative impact of Fed rate rises. The market appears willing to look past near-term concerns about a recession, the most-anticipated downturn in decades. Stocks and sectors seen as secular growth beneficiaries are benefiting from investors’ willingness to look past the next six to 12 months. The dispersion in end-market fundamentals and the debate about the severity of a potential recession have caused continued volatility. As a result, we continue to see opportunities to upgrade the portfolio and invest in advantaged companies at valuations below typically high levels. As always, portfolio style balance remains a key component of our risk management.

Global Emerging Markets Equity

Taras Shumelda Senior Vice President, Portfolio Manager, Global Equities

CS 2.50 (unchanged)

While some segments show improving results, higher valuations will require even better financial performance to move the market higher. As a result, we are keeping our score unchanged. In China, consumption is recovering well, with the pickup in service and travel most notable, while auto and property sales remain lackluster. It is yet to be seen whether individual industries can recover to pre-Covid levels. In India, quarterly results continue to show broad-based growth, with technology companies doing well and financials growing, with balance sheets becoming stronger. Commodity stocks, as expected, were under pressure due to falling prices, while consumer stocks faced demand headwinds. Fourth-quarter results show that demand for discretionary items slowed, probably in reaction to high inflation and high interest rates. In Latin America, quarterly performance among consumer and financial companies generally has been strong, although the bankruptcy of a Brazilian online giant and instability in Peru were felt keenly in some banks’ results. Areas of earnings strength in Latin America include commodities, consumer goods, most financials, and most things Mexican. EM Europe has largely adapted to the war’s impact, while the Middle East and Africa generally are neutral or beneficiaries.

Quantitative Research

Qian Yang Vice President, Fixed Income Quantitative Strategist

Our US Conviction Score remains unchanged at 4.08, with contributions from a flatter curve offset by tighter credit spreads. Our global credit forecasts remain positive on EM and negative on DM. In DM, our model favors banking, finance companies, insurance, and basic industry. It dislikes financials, natural gas, electrics, technology, and utilities. It turns negative on energy. In EM, the model likes Argentina and China and dislikes EMEA and South America. Among EM industries, the model likes metals and real estate and dislikes pulp and paper, infrastructure, and utilities. Our global rates model forecasts lower yield (smaller in magnitude compared with last month) and a flatter curve in Europe, the UK, and Oceania, but little change in curve shape in North America and Japan. The rates view expressed in our G10 Model portfolio is overweight global duration. It is overweight North America and Japan and underweight Europe. Along the curve, it still positions for flattening, with overweights in six-month, 10-year, and 20-year durations and underweights in two-year, five-year, and 30-year durations.

Footnote

All market data, spreads and index returns are sourced from Bloomberg as of 23 January 2023. 1Source: Bloomberg as of 31 January 2023. 2Full report: https://www.pwc.com/gx/en/issues/analytics/assets/pwc-ai-analysis-sizing-the-prize-report.pdf

Disclosure

Investing involves risk, including possible loss of principal. The information presented herein is for illustrative purposes only and should not be considered reflective of any particular security, strategy, or investment product. It represents a general assessment of the markets at a specific time and is not a guarantee of future performance results or market movement. This material does not constitute investment, financial, legal, tax, or other advice; investment research or a product of any research department; an offer to sell, or the solicitation of an offer to purchase any security or interest in a fund; or a recommendation for any investment product or strategy. PineBridge Investments is not soliciting or recommending any action based on information in this document. Any opinions, projections, or forward-looking statements expressed herein are solely those of the author, may differ from the views or opinions expressed by other areas of PineBridge Investments, and are only for general informational purposes as of the date indicated. Views may be based on third-party data that has not been independently verified. PineBridge Investments does not approve of or endorse any republication of this material. You are solely responsible for deciding whether any investment product or strategy is appropriate for you based upon your investment goals, financial situation and tolerance for risk.

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