SEPTEMBER 02, 2026

The Reflection

A sitting Chairman retires the instrument he helped install, and the archive answers in the voices the institution overruled

Quick Summary

Kevin Warsh, one hundred days into his chairmanship, used Jackson Hole to retire forward guidance, the practice he helped install as a Governor during the financial crisis, arguing that Fed talk contaminates the very prices officials then read as signal. He says a quieter Fed will still deliver price stability.

The archive backs the mirrors diagnosis throughout, silent on who bears its cost; asked who pays for a Fed inflation mistake, it answers: those least able to absorb it. The financial-conditions reading splits: the record backs the spreads, issuance and SLOOS; restraint judgment unaddressed; AI-investment returns mixed. The archive supports the inflation disaggregation throughout, silent on the readings. It vindicates the colleagues who warned against the practice his majority installed; on the remedy, the record credits the cost, but not proof that retiring it delivers price stability.

Bottom line: The archive backs the diagnosis behind a quieter Fed, and returns mixed on the retirement itself; it does not back that quiet delivers price stability.

Kevin Warsh returns to the Kansas City Fed's economic policy symposium at Jackson Hole, Wyoming, one hundred days into his term as Chairman, at a conference the sponsors have built around a single theme: financial innovation. He begins with the hospitality, the trails, the jokes about hiking with a former Vice Chairman. Then he turns to the framework the Federal Open Market Committee will operate under, and he does so from the one seat in the room that sets it.

Innovation, he tells the audience, is not a peripheral topic for a central bank. "Innovation is the conference theme, and I believe that the public and the markets—in their collective wisdom—understand that innovations in the conduct of policy at the Fed will help deliver price stability alongside full employment," Kevin Warsh says, folding the dual mandate into the language of technological progress. The claim arrives with the confidence of settled doctrine, not a new proposal.

He is more specific about what he means. "To highlight one example, I have set out to change the form and function of the Fed Chairman's so-called forward guidance," he tells the symposium — naming, in his own words, the practice he intends to retire. He does not pause to defend the decision. He states it as a Chairman announcing an operating fact, and the room receives it as one.

That is the tenor of the morning: assured, unhurried, entirely persuasive on its own terms. Nothing here has yet been tested against anything but itself.

The series left a question standing after its account of the inference a Chairman draws from the room he once sat in — whether the institution's archive overrules a Chairman whose communication doctrine no longer fits the moment he governs. Kevin Warsh's words are the doctrine, stated plainly, before it is checked.

We went into the archives.

The Man Who Was in the Room

The Chairman is asking his own institution to unlearn a habit he taught it. That is the cost at the center of this speech, and it does not wait on a document to be felt: forward guidance became a regular instrument of Federal Reserve policy because a Committee that included Kevin Warsh made it one, and it is Kevin Warsh, now the Chairman, telling Jackson Hole the instrument has overstayed its welcome. A critic from outside could make this argument at no cost. A Chairman who was in the room when the instrument was built cannot.

He concedes the authorship without qualification. "Forward guidance as a regular practice was adopted by my colleagues and me during the Global Financial Crisis," he says, naming himself among the architects, not a policy he inherited. "It was essential at the time, and we introduced it with much fanfare," he continues — essential, not merely useful; fanfare, not reluctant necessity. He does not say the instrument proved useful in hindsight; he says it was needed, and that the institution said so loudly.

The record from inside that room agrees. In March 2008, as a governor rather than Chairman, Warsh told the Committee:

"A lot of our strength comes from being able to have very open, tough discussions with each other and recognize that, if they were in the public square, they could be misinterpreted and destabilizing. I think he is right that we all need to take that into account, particularly over this next intermeeting period, which we all hope lasts six weeks."
Kevin Warsh, Governor, Transcript of the Federal Open Market Committee Meeting, 2008-03-18

The instinct for discipline over disclosure predates the crisis that forced forward guidance into being. When the Committee later moved to formalize the practice, a colleague pressed further. Vice Chair Janet Yellen told the Committee:

"I strongly support the use of numerical thresholds to clarify the conditionality of our forward guidance."
Janet L. Yellen, Vice Chair, Transcript of the Federal Open Market Committee Meeting, 2012-10-24
(When this series last examined the regime, it was running without guidance and stating its reaction function only in words — see The Homework.)

Warsh's account of the crisis-era adoption survives contact with the archive. Its atoms are supported: the practice was adopted, it was essential at the time, it was introduced with fanfare. But the claim under test reaches further than its founding, into a prescription for what the practice should become now, where the record is less cooperative. The headline verdict is mixed, its risk mechanisms mostly unaddressed, and an atom beneath it returns mixed rather than supported.

A man who was in the room does not need the archive to establish that he was there. He needs it to establish that the diagnosis he built afterward — the diagnosis that licenses retiring what he built — holds up as well as his memory of the room does.

• • •

The Hall of Mirrors

The man who helped build the reflex spent years inside FOMC deliberations before he named, from the Jackson Hole podium, the mechanism it produces.

He states it as a closed loop: "If markets rely materially on the Fed's guidance and the Fed relies on market prices, we are all more likely to be blinded to new developments . . . more likely to be caught unprepared for a turn of events . . . and more likely to commit errors in policymaking." This is the keystone claim, and the archive answered it.

On blindness, unpreparedness, and error, the record supports it. On who bears the cost of the loop itself, it is silent — a different question from the one the archive did answer, on inflation error.

The support itself predates the podium by more than a decade. Inside a September 2011 FOMC meeting, Richard W. Fisher, then President of the Federal Reserve Bank of Dallas, described the same phenomenon to his colleagues in the room:

"There's an uncanny resemblance, as I said earlier, to what we're actually discussing and what markets are thinking about, and then we are tempted, perhaps, to live in fear that if we don't deliver according to market expectations, we'll have a very harsh reaction."
Richard W. Fisher, President of the Federal Reserve Bank of Dallas, Transcript of the Federal Open Market Committee Meeting, 21 September 2011, 2011-09-21

An uncanny resemblance, named inside the meeting, years before the Chairman named it from the podium. The mechanism Warsh diagnoses is one a Committee member had already caught the Committee doing to itself.

Where the record stops is the incidence. Warsh extends the diagnosis: "The most serious harm is likely to befall those without financial assets." The archive does not reach that claim; it reaches a neighboring one. Governor Philip N. Jefferson, addressing inflation's incidence rather than the mirrors mechanism, told an audience:

"Inflation, too, has disproportionate effects on, and is felt most acutely by, those who can least afford it. Price increases have been particularly sharp for necessities like food, transportation, and shelter, which make up a substantial portion of household budgets for people on the lower end of the pay scale. Lower-income households also have less in savings to buffer price increases, meaning that they not only feel the effects more forcefully, but they also feel them immediately."
Philip N. Jefferson, Governor, 2022-11-17

Jefferson answers a different question — who inflation hurts, not who a Fed-market feedback error hurts — and the mirrors-specific incidence claim, who bears the cost of that feedback loop, stays unreached. But the investigation also put the adjacent question Warsh's own bridging sentence asks, who gets the worst of it when the Fed gets inflation wrong, and the archive did answer that one: the cost falls on those least able to absorb it. The distinction holds — weaker than endorsement of the mirrors-specific claim, stronger than nothing.

What the record does confirm, without qualification, is the mechanism itself: guidance and prices feeding each other until neither reflects anything outside the loop. If the prices the Fed reads are partly its own voice returning, any judgment about the stance of policy built on those prices inherits the contamination at the source. And this Chairman reads the stance off exactly those prices.

• • •

The Signals He Trusts

He has said the Fed's own communication can contaminate the market prices officials read. Here he reads the stance off those prices directly: credit spreads low, issuance strong, lending standards easy. "Credit and loan markets are showing few signs of policy restraint," he says, concluding: "But, on balance, I would be hard pressed to describe broad financial conditions as restrictive." The two readings sit in tension only as read here; the speech itself neither admits nor forecloses the clash.

The detail he supplies is specific. Corporate bond and leveraged loan spreads sit near the low ends of their historical ranges, issuance in both markets has been strong, and the July Senior Loan Officer Opinion Survey shows commercial and industrial lending standards on the easier end of their range. "Certain sectors—like housing and agriculture—are showing strains," he allows, before setting the exception aside and returning to the aggregate reading. (The taxonomy of transmission channels was his own; here he reads those channels for restraint and finds little of it — see The Homework.)

The archive was asked whether that aggregate can bear the weight he puts on it. The record does carry evidence on the spread levels, the issuance volumes, the SLOOS reading, and the housing and agriculture strain — the minutes describe the same spread conditions Warsh reads. What it does not supply is an institutional judgment that those indicators measure restraint, and on that question the check stayed unaddressed. The claim is not contradicted. It is untested, and untested is not the same as safe.

The second reading he offers is less settled by his own account. Business capital expenditure, he notes, is rising on an AI buildout that has outrun what its evangelists forecast, and he treats that spending as the seed corn of growth still to come. But "it's not obvious where the returns on capital will land or on what timescale," and the equilibrium price of the tokens driving the investment is, in his own telling, unknown. Governor Christopher Waller had flagged the same dependency a year earlier:

"That prospect, clearly, is driving the surge of AI investment we have seen. Will it continue? That will depend, in part, on whether AI delivers on the productivity increases that some believe it will bring."
Christopher Waller, Governor, 2025-10-15

Warsh has convened a task force to work through exactly this uncertainty, then walls it off from the decision at hand: "To be clear, though, their recommendations will come later and have no bearing on decisions we make in the current policy conjuncture." The archive supports the premise that business capital spending functions as seed corn for growth, and its mixed reading belongs to the AI-investment claim as a whole; on the token-sales figures themselves it holds nothing — those numbers reach the speech from press reports, not from the record. On the rest it remains silent, and the firewall belongs among the silences: the archive does not ratify it, and holding the task forces' work outside the current conjuncture stands as this Chairman's own instruction rather than an institutional practice the record confirms.

Two readings, two archive outcomes. The financial-conditions reading has evidence on each of its pieces — spread levels, issuance volumes, the SLOOS reading, housing and agriculture strain — but no institutional verdict that they add up to restraint; the stance judgment he draws from spreads and issuance cannot lean on the archive at all. The AI-investment claim comes back mixed. What is left is the price data itself.

• • •

The Breadth of It

The price data arrives through the Chairman's own method, not through a single number pulled from a wire report. (He had been watching a broader set of inflation measures without naming them; here he names them and shows the arithmetic — see The Homework.) "To try to gauge underlying inflation, I find it instructive to disaggregate the 199 individual components of the PCE price measure," he tells the Jackson Hole audience, and for a few paragraphs the rhetoric of the earlier sections falls away. This is the most disciplined passage in the speech, the moment the Chairman shows his work rather than his conclusions.

He counts. Over the twelve months into the speech, he reports, 54 percent of those components carried price increases above 3 percent — down from a post-pandemic peak near 77 percent, but still well above the 32 percent that prevailed across the two decades before the pandemic. That is the argument's core: not a single headline number but a distribution that has not normalized.

"The job for policymakers is to capture underlying trend inflation," Warsh tells the Jackson Hole audience, framing his own disaggregation project in exactly those terms. The archive does not anticipate the phrase, but on the terrain it names, the record shows the Committee working similar ground. Governor Christopher J. Waller, describing the FOMC's own posture toward the same question, framed it as a matter of direction and balance:
"The progress I have noted on inflation, combined with the data in hand on economic and financial conditions and my outlook has made me more confident than I have been since 2021 that inflation is on a path to 2 percent. While the emphasis of policy since that time has been on pushing down inflation, given the strength of the current labor market the FOMC's focus now is likely to be more balanced: keeping inflation on a 2 percent path while also keeping employment near its maximum level."
Governor Christopher J. Waller, Governor, Board of Governors of the Federal Reserve System, 2024-01-16

On the summer's headline relief, Warsh refuses the easier reading available to him: "And while this summer's PCE and CPI readings were better than expected, they do not tell me that underlying trends have meaningfully improved." A weaker Chairman would have taken the favorable print and moved on; nothing in the archive says he should have. Wage growth, the traditional rival indicator, gets the same treatment; here the archive agrees: treating moderate wage growth as an unreliable guide to inflation is a reading the record backs.

Then the sentence that does not hedge. "There is one signal nobody can miss: The responsibility for 65 months of sustained, elevated inflation sits squarely with the central bank," Warsh says, and the institution has stated the duty behind that responsibility without any condition attached:

"Our responsibility to deliver price stability is unconditional."
Chair Jerome H. Powell, Chair, Board of Governors of the Federal Reserve System, 2022-08-26

The disaggregation case is supported on every point the archive reached — that capturing underlying trend inflation is the policymaker's job, that direction and speed both matter, that the disaggregation is instructive. The archive has nothing on the current readings or the breadth shares. That is silence, not a split, and it is not endorsement of the readings themselves. On the responsibility statement, the institution has asserted an unconditional duty to deliver price stability; the record leaves the attribution of the episode itself unsettled. That leaves his case resting where it is strongest: on what the institution has said about the future.

• • •

The Minority He Joins

The Chairman's case is strongest exactly where it makes its concession: the institution did talk too much about the future. The archive does not merely tolerate that judgment. It returns the people who made it first, by name and with dates, years before a sitting Chairman found it useful to say so from the Jackson Hole podium. This claim, unlike the last, gets an answer: the diagnosis is not new.

The majority Warsh sat with built the practice on a premise. President Charles Evans described it in 2012:

"We interpret this as saying that "markets listen" to the FOMC, and thereby forward guidance influences interest rates relevant for household and firm decisions."
Charles Evans, President, 2012-03-22

Governor Ben Bernanke had made the fuller case eight years earlier: silence itself carried a cost.

"Consequently, failing to communicate with the public does not create genuine policy flexibility but only reduces the potency and predictability of the effects of given policy actions. To keep monetary policy both flexible and effective, particularly under a forecast-based approach to policy like that employed by the Federal Reserve, clear communication on the part of the central bank is essential."
Ben Bernanke, Governor, 2004-12-02

Bernanke's finding is not a premise the later record retires. It stands as a finding on the same record, entered on the same footing as the objections that follow, that silence carries costs of its own, and nothing here withdraws it. The record credits the warning about the practice's costs without withdrawing the finding that its absence carries costs too, which is exactly why the retirement needs an outcome the record does not supply.

Warsh adopted the practice as a regular tool during the crisis and called it essential; the record is explicit on that. What it returns now is who argued against it while he did. President Charles I. Plosser, in 2013:

"If the public doubts that policymakers will follow the pre-announced policy path, then forward guidance will not have the desired effects and it may even have counterproductive consequences."
Charles I. Plosser, President, 2013-02-12

President Richard W. Fisher, the following year, named the specific failure mode:

"At its worst, I fear calendar-based commitments can lead, perversely, to market instability by encouraging markets to overshoot, as they appear to be doing in some quarters at present."
Richard W. Fisher, President, 2014-04-04

And Plosser again, weeks earlier, on the incompatibility Warsh's diagnosis assumes:

"Yet, the desire to maintain discretion is anathema to the commitment required for successful forward guidance. Policymakers cannot maintain discretion and simultaneously commit to forward guidance and expect that guidance to be effective."
Charles I. Plosser, President, 2014-03-06

The institution's own later language concedes the point without naming the dissent that first made it. John C. Williams:

"That said, it also proved a very blunt instrument in that all the conditioning statements and caveats around the guidance tended to get drowned out in favor of the date itself."
John C. Williams, President, Federal Reserve Bank of San Francisco, 2016-02-26

Governor Michelle W. Bowman later filed the complaint in full:

"A related worry was that if the Committee were too slow to alter its forward guidance—perhaps because it feared an outsized market reaction or a loss of credibility— monetary policy could be more likely to fall behind the curve. In this regard, one cost of providing explicit forward guidance would be a loss of the flexibility needed to respond to changes in economic conditions as required by the pursuit of our price-stability and maximum-employment goals."
Michelle W. Bowman, Governor, 2022-10-12

Warsh's version of the same argument narrows to one year. "I'm not alone in noticing that forward guidance in 2021, to cite one example, might well have slowed the policy response to high inflation," he told the Jackson Hole audience. Testing against the archive returned that specific claim mixed — the record carries institutional confirmation of the mechanism Warsh invokes, Governor Bowman conceding that a Committee too slow to alter its forward guidance could fall behind the curve, the loss of flexibility named as a cost of providing it, alongside material that does not settle the 2021 case itself. The mechanism beneath it — that oversharing deliberations and quasi-commitments through the cycle inhibit the Committee's own freedom to decide when the moment comes — went unaddressed, not disputed, simply not reached by what the archive was asked.

The diagnosis is credited, and credited in the voices the institution set aside — objections the archive dates later than it places him in the room, and only now echoed from the chair. That is the split exactly as the archive returned it: the claim mixed, the mechanism beneath it silent. What it has not established is the second half of what he is proposing — that retiring the practice delivers the price stability he says it will.

• • •

What the Record Will Not Certify

Having declined the guidance and the explicit reaction function, what is left in Warsh's doctrine for the archive to score? Strip out the published rule and the conditional path, and three claims remain: rates as the predominant tool, money's claim on attention, and what the Federal Reserve cannot know — each one the record can still test, atom by atom.

"I wish our understanding of the economy were so precise as to provide a mechanical, tried-and-true answer—that some simple function like a Taylor rule could be rigorously relied upon," Warsh told Jackson Hole. The supply side fares no better in his account: "We never see, and can only infer, what's really happening on the supply side." President Patrick T. Harker had made the plainer version in 2019:
"Monetary policy isn’t that precise. Despite some of the smartest thinkers and the best models, we can’t assign a degree of certainty to any of the variables. We’re not 100 percent sure what inflation is."
Patrick T. Harker, President, Federal Reserve Bank of Philadelphia, 2019-05-20
"Short-term interest rates are the predominant tool to achieve the dual mandate," Warsh said, restoring in the abstract the instrument he has just retired in its guidance form. Chairman Alan Greenspan had explained decades earlier why the Committee kept forecasting an aggregate it had already conceded was broken:
"What we are saying is that the old relationship of M2 to the economy has broken down but we're still forecasting M2 and it's better to try to forecast it and improve the chances to get actual growth in the range than basically to say we're not even trying. I think the crucial question is not this at all. The crucial question is the relationship between M2 and the economy."
Chairman Alan Greenspan, Chairman, Federal Reserve Board, Transcript of the Federal Open Market Committee Meeting, 1993-07-07

One claim is not merely untested but checked directly: that innovations in the conduct of policy help deliver price stability. Staff went looking for the improvement in the data:

"Reserving ten percent of the sample (seven observations on either end) for endpoint considerations, the Quandt-Andrews unknown breakpoint test cannot reject the hypothesis of zero breakpoints in favor of one, developing a p-value for the maximum likelihood ratio and Wald tests of 0.43."
Staff of the Federal Reserve, FOMC Staff Memorandum, 2018-01-18

No breakpoint — in the precision of inflation control after the innovations went in. The test looks at their adoption, not at their retirement, and the memorandum itself concedes that a break falling in the last few quarters would be statistically invisible to it. And the sharpest line against the claim belongs to Warsh himself, years before this podium was his:

"We do not understand sufficiently the determinants of inflation expectations to be confident that a regime change can be controlled."
Governor Kevin M. Warsh, 2010-03-26

The path dependence is now explicit. The refusal of a published rule or a conditional path is unaddressed: the archive reached none of its checkable atoms, so the refusal stands unresolved, not refuted. The premise beneath that refusal, that the economy cannot be read precisely enough for a mechanical rule, is supported on the record, which is why Harker stands quoted above.

The rate as predominant tool — with unconventional policy reserved for genuine crisis, and attention owed to money created by the central bank and by the banking and financial systems alike — is supported on every point the archive reached, with the record silent on the rest. What the record does not supply is whether retiring forward guidance delivers the price stability claimed for it — the point stands unproven, not disproven. The sharpest statement of the limit is Governor Kevin M. Warsh's own, from 2010.

• • •

The record now answers Kevin Warsh in the voices of the colleagues his institution set aside. On the diagnosis — that the Federal Reserve talked too much about the future and let that talk contaminate the very prices officials then read as signal — the transcripts side with him after the fact, vindicating a minority position the Committee set aside at the time. That vindication is not new to this Chairman; it is the institution catching up to a dissent it already possessed. His confidence that retiring forward guidance will itself deliver price stability is a different claim, and it is not one the archive returns. (The task forces that were out doing their work when this series last looked have still not reported, and their recommendations sit outside the present decision by his own instruction — see The Homework.)

Innovation was the conference theme at Jackson Hole, and a Fed made quieter and more purposeful was the promise Warsh attached to it. The diagnosis behind a quieter Fed the archive can support, and on the retirement itself it returns mixed; the purposeful one — purposeful toward price stability, by virtue of speaking less — it cannot. The series' standing question was whether the institution's own archive overrules a Chairman whose communication doctrine no longer fits the moment he governs.

On the half of the doctrine that diagnoses the institution's habit, the archive stands behind him. On the half that promises what silence will deliver, the archive was asked and did not establish it. What the staff's breakpoint test could not find is something narrower: an improvement in the precision of inflation control after the communication innovations went in — a test of their adoption, not of their retirement. The sharpest statement of the limit is the Chairman's own, spoken years before this podium was his.

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Konstantin Milevskiy Builder of the FOMC Insight Engine • [email protected]