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The Federal Reserve significantly reduces forward guidance, institutions develop AI tools to predict policy trends

The Federal Reserve significantly reduces forward guidance, institutions develop AI tools to predict policy trends

金融界金融界2026/07/20 03:27
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By:金融界

After the new Federal Reserve Chairman Kevin Warsh took office, he has streamlined the Fed's external policy communications, drastically reducing forward guidance, with both the length of policy statements and the proportion of policy-related remarks at press conferences shrinking significantly.

The decline in information transparency has made analysis much more difficult for various investment institutions. Multiple financial firms have developed artificial intelligence analysis tools and created data monitoring dashboards, while also adjusting frameworks for policy tracking and research. As market forecasts become increasingly divided, predictions surrounding the probability of a rate hike in September are polarized. The rising policy uncertainty has fueled greater market volatility risk, prompting both institutions and academia to comprehensively discuss the pros and cons of the new communication reforms.

The Fed faces disruptive reform in its communication mechanism

Alexander Morris, CEO of F/m Investments, noted that though his company is located just a short distance from the Fed’s headquarters, the new communication model has created a strong sense of information isolation. Morris said that interpreting the professional rhetoric of Fed officials is a core part of his company’s business, yet Warsh has explicitly stated that he will reduce public policy-related remarks.

Since taking office in May, Warsh has launched a comprehensive reform of the communication system, with a dedicated task force responsible for reworking the logic behind information releases.

Market statistics show that after Warsh took office, the June FOMC meeting policy statement contained only 130 words—far lower than the previous statements, which often exceeded 300 words—and the text completely removed forward guidance. According to research by UBS, just 5% of the remarks at Warsh’s first post-meeting press conference addressed monetary policy, compared to an average of 27% under his predecessor, Powell. Academia has drawn parallels between this new approach and the minimalist style of former Chairman Alan Greenspan, when markets would even rely on the thickness of officials’ briefcases to infer interest rate inclinations—illustrating officials’ immense influence on financial markets through their language.

Major institutions ramp up tool development, leveraging AI to decipher policy signals

To tackle the analytical difficulties resulting from reduced information, F/m Investments spent two weeks developing the AI tool WarshGPT. Built on a third-party large language model, the total cost was under $1,000. The tool integrates nearly 1,800 public remarks by Warsh, along with historical economic context to assist interpretation, and is set with boundaries: it does not mimic officials’ tone nor provide interest rate forecasts.

Elena Amoruso, a strategist at Swiss Bank, said the bank has launched an interactive monitoring dashboard for clients to objectively quantify Warsh’s stance. In his first meeting, Warsh’s remarks were largely hawkish, mainly due to assessments of inflation, the labor market, and economic growth. Even a few words from officials can rattle the forex market.

David Kelly, Global Chief Strategist at JP Morgan Asset Management, said that if the Fed cancels the dot plot, his team will closely study the speeches of all FOMC members to predict voting tendencies, noting that the communication reform may roll out over a longer cycle and might not be as drastic as the market expects.

Lower policy transparency triggers multifaceted market impacts

Gary Richardson, an economics professor at the University of California, Irvine and former Fed researcher, stated that regardless of the amount of information available, predicting Fed policy is an investment necessity. In an information-scarce environment, institutions will use all means to dig for policy clues.

Steve Friedman, a former senior macroeconomist at the New York Fed, noted that less forward guidance undermines macroeconomic stability, but mature analytical frameworks can exploit policy ambiguity for excess returns. If Warsh cuts back on public speeches, Fed Governor Christopher Waller could become a bellwether for the Committee’s stance; last week, Waller did not rule out further rate hikes in his comments.

Richardson added that ordinary retail investors need to diversify portfolios to hedge policy risk, while major institutions will pay top dollar to recruit former Fed staff for building analytical systems. Current market expectations are clearly divided: CME Group’s tool shows traders are pricing a nearly 59% probability of a September rate hike, whereas most Kalshi platform traders predict no change. The difficulty for retail investors in anticipating policy will only increase.

Conclusion

Overall, the Fed’s communication simplification reform led by Warsh has sharply reduced the amount of forward-looking policy information, directly raising the difficulty of market policy forecasting. Various institutions are seeking to fill the information gaps using AI tools, custom data dashboards, and by expanding the scope of official remarks research, but divergences between bullish and bearish market expectations continue to widen, significantly boosting short-term market volatility risk. From a long-term perspective, analytical resources will increasingly flow toward professionals with Fed experience, and the difficulty for ordinary investors to hedge against uncertainty will rise in tandem. Going forward, statements from Fed officials, along with inflation and employment data, will become the main basis for the market’s judgment of the interest rate path.

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Disclaimer: The content of this article solely reflects the author's opinion and does not represent the platform in any capacity. This article is not intended to serve as a reference for making investment decisions.

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