Federal Reserve Bank of New York · Feb 4, 2026
Simone Lenzu argues in Liberty Street Economics that costs shape the Phillips curve
Markdown · JSON · Original source
Simone Lenzu’s post was published on February 4, 2026. Lenzu argues that the Phillips curve is steep when inflation is related to firms’ real , although it appears flat when related to output or unemployment gaps. The curve describes how inflation responds to economic conditions; Lenzu says firms’ costs connect more directly to pricing decisions than those measures of economic slack. In coauthored research, Lenzu and colleagues use firm-level price and cost data to estimate the cost-based curve. Lenzu attributes weaker cost pass-through to infrequent price changes and firms’ strategic choices to move with competitors. For Belgian manufacturing, the post reports that a model using production costs tracks producer price inflation and that costs account for much of its fluctuations. Lenzu argues that a flat output-based curve need not mean costs have little influence: output gaps may be a poor proxy for marginal costs. The post says this relationship can change under stress: pandemic-era shocks raised costs, while more frequent price adjustments increased inflation’s responsiveness to costs and generated nonlinear dynamics. Lenzu’s conclusion is that the curve’s slope depends on the measure used and can change as firms’ pricing conditions change. The extent to which these findings apply beyond the Belgian manufacturing example remains unknown.
Headline and summary by Escape Meridian, prepared by Luna from the attributed source. A source check is not independent confirmation of the source’s claims.
Original source
Federal Reserve Bank of New York · Article
Source details
Original source date: Feb 4, 2026 (2026-02-04T12:00:00.000Z).
Date basis: Date supplied by the publisher’s feed.
Added to Escape Meridian: 2026-11-08T09:38:24.117Z. First observed: 2026-10-30T20:02:54.413Z. Retrieved: 2026-10-30T21:15:47.811Z.
Referenced by
Recorded citations and public file attachments. A reference alone does not establish agreement or influence.
No public references recorded here yet.
Limits
Text as retrieved on October 30, 2026; originally published February 4, 2026. The inflation-fit example concerns Belgian manufacturing; the post does not establish that its results generalize to other sectors or economies. The retrieved text includes comments after the article, which are not treated here as part of Lenzu’s argument.
Open question
What explains the increase in firms’ price-adjustment frequency that Lenzu says changed inflation’s responsiveness to costs?
Source-stated
Lenzu argues that inflation’s relationship with firms’ costs makes the cost-based Phillips curve steep, contrary to the conventional view that the curve is flat.
contrary to the conventional view, the Phillips curve is alive and steep, and it captures inflation volatility remarkably well once real marginal cost is used instead of standard real economic activity measures.
Source-stated
Lenzu and coauthors use firm-level price and cost data to estimate how pricing frictions affect the cost-based Phillips curve.
we use detailed microdata on prices and costs to study how individual firms adjust their prices in response to changes in production costs.
Source-stated
Lenzu says firms’ infrequent price changes and strategic pricing weaken the pass-through of cost shocks into prices.
frictions that lead to infrequent price changes and strategic considerations in price setting weaken the transmission of cost shocks into prices.
Source-stated
The authors estimate that the cost-based curve’s slope is three to ten times the estimates based on output or unemployment.
we estimate the slope of the cost-based Phillips curve to be three to ten times larger than the estimates for the output- or unemployment-based PC formulation.
Source-stated
In the Belgian manufacturing case study, the authors report that production costs account for about 70 percent of observed inflation fluctuations.
quantitatively, movements in production costs alone account for about 70 percent of observed inflation fluctuations
Source-stated
Lenzu says the weak link between output and marginal cost helps explain why the conventional output-gap Phillips curve looks flat.
the “flatness” of the conventional Phillips curve reflects a weak link between output gaps and marginal costs.
Source-stated
Lenzu says firms have adjusted prices more often in the post-pandemic period, raising inflation’s responsiveness to costs and producing nonlinear dynamics.
More recently, however, firms have been adjusting prices much more often, raising the elasticity of inflation with respect to costs and generating nonlinear inflation dynamics.
Source and contributor context
Federal Reserve Bank of New York · Publisher
The publisher is identified here. No individual author has been inferred.
Source media
Media retrieval status: unchecked.
Terms and references
Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement.
Marginal cost
The cost of producing one more unit of something.
Editorial provenance
Version 1. Publication ID: 9ffa7252-e788-1aae-bf2a-b218f3e1e98b.
Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.
Source check: passed by anthropic/claude-opus-5.5 on 2026-11-08T09:33:44.814Z. This checks fidelity to the source, not whether its claims are independently true.
Editorial selection: accept; reasons: bridge_admitted_by_model.
Observation: 83c7e58bb5170375b104119e135d15b4f483d5b0466ef02bef31f7ab51b37ca9. Source text hash: c456c983bb7ec171dd96cc5b482ea81c21e55e780f7b45b896a5a5565170ec54.
Revision and source-check history
Version 1 · 2026-11-08T09:38:24.117Z
Simone Lenzu argues in Liberty Street Economics that costs shape the Phillips curve
Simone Lenzu’s post was published on February 4, 2026. Lenzu argues that the Phillips curve is steep when inflation is related to firms’ real , although it appears flat when related to output or unemployment gaps. The curve describes how inflation responds to economic conditions; Lenzu says firms’ costs connect more directly to pricing decisions than those measures of economic slack. In coauthored research, Lenzu and colleagues use firm-level price and cost data to estimate the cost-based curve. Lenzu attributes weaker cost pass-through to infrequent price changes and firms’ strategic choices to move with competitors. For Belgian manufacturing, the post reports that a model using production costs tracks producer price inflation and that costs account for much of its fluctuations. Lenzu argues that a flat output-based curve need not mean costs have little influence: output gaps may be a poor proxy for marginal costs. The post says this relationship can change under stress: pandemic-era shocks raised costs, while more frequent price adjustments increased inflation’s responsiveness to costs and generated nonlinear dynamics. Lenzu’s conclusion is that the curve’s slope depends on the measure used and can change as firms’ pricing conditions change. The extent to which these findings apply beyond the Belgian manufacturing example remains unknown.
Original source
Federal Reserve Bank of New York · Article
Source details
Original source date: Feb 4, 2026 (2026-02-04T12:00:00.000Z).
Date basis: Date supplied by the publisher’s feed.
Added to Escape Meridian: 2026-11-08T09:38:24.117Z. First observed: 2026-10-30T20:02:54.413Z. Retrieved: 2026-10-30T21:15:47.811Z.
Limits
Text as retrieved on October 30, 2026; originally published February 4, 2026. The inflation-fit example concerns Belgian manufacturing; the post does not establish that its results generalize to other sectors or economies. The retrieved text includes comments after the article, which are not treated here as part of Lenzu’s argument.
Open question
What explains the increase in firms’ price-adjustment frequency that Lenzu says changed inflation’s responsiveness to costs?
Source-stated
Lenzu argues that inflation’s relationship with firms’ costs makes the cost-based Phillips curve steep, contrary to the conventional view that the curve is flat.
contrary to the conventional view, the Phillips curve is alive and steep, and it captures inflation volatility remarkably well once real marginal cost is used instead of standard real economic activity measures.
Source-stated
Lenzu and coauthors use firm-level price and cost data to estimate how pricing frictions affect the cost-based Phillips curve.
we use detailed microdata on prices and costs to study how individual firms adjust their prices in response to changes in production costs.
Source-stated
Lenzu says firms’ infrequent price changes and strategic pricing weaken the pass-through of cost shocks into prices.
frictions that lead to infrequent price changes and strategic considerations in price setting weaken the transmission of cost shocks into prices.
Source-stated
The authors estimate that the cost-based curve’s slope is three to ten times the estimates based on output or unemployment.
we estimate the slope of the cost-based Phillips curve to be three to ten times larger than the estimates for the output- or unemployment-based PC formulation.
Source-stated
In the Belgian manufacturing case study, the authors report that production costs account for about 70 percent of observed inflation fluctuations.
quantitatively, movements in production costs alone account for about 70 percent of observed inflation fluctuations
Source-stated
Lenzu says the weak link between output and marginal cost helps explain why the conventional output-gap Phillips curve looks flat.
the “flatness” of the conventional Phillips curve reflects a weak link between output gaps and marginal costs.
Source-stated
Lenzu says firms have adjusted prices more often in the post-pandemic period, raising inflation’s responsiveness to costs and producing nonlinear dynamics.
More recently, however, firms have been adjusting prices much more often, raising the elasticity of inflation with respect to costs and generating nonlinear inflation dynamics.
Source and contributor context
Federal Reserve Bank of New York · Publisher
The publisher is identified here. No individual author has been inferred.
Source media
Media retrieval status: unchecked.
Terms and references
Reference context selected by Escape Meridian; separate from source evidence. Entity mentions do not establish authorship, involvement or endorsement.
Marginal cost
The cost of producing one more unit of something.
Editorial provenance
Version 1. Publication ID: 9ffa7252-e788-1aae-bf2a-b218f3e1e98b.
Prepared by openai/gpt-6-luna; grounding review by anthropic/claude-opus-5.5.
Source check: passed by anthropic/claude-opus-5.5 on 2026-11-08T09:33:44.814Z. This checks fidelity to the source, not whether its claims are independently true.
Editorial selection: accept; reasons: bridge_admitted_by_model.
Observation: 83c7e58bb5170375b104119e135d15b4f483d5b0466ef02bef31f7ab51b37ca9. Source text hash: c456c983bb7ec171dd96cc5b482ea81c21e55e780f7b45b896a5a5565170ec54.
passed · 2026-11-08T09:33:44.814Z · anthropic/claude-opus-5.5
Publication: 9ffa7252-e788-1aae-bf2a-b218f3e1e98b
attribution — pass: The reading attributes the argument to Simone Lenzu, writing on the New York Fed's Liberty Street Economics blog, and credits the research to Lenzu and coauthors. The source is a single authored post, not a listing. The reading also correctly sets aside the reader comments.
In this post, I present evidence from coauthored research showing that, contrary to the conventional view, the Phillips curve is alive and steep
summary — pass: The reading leads with Lenzu's thesis: the curve is steep when tied to real marginal cost but looks flat when tied to output or unemployment gaps. It explains the Phillips curve in plain language, and marginal cost is defined beside the reading. It also covers the frictions, the Belgian example, the reconciliation argument and the post-pandemic change. The closing 'conclusion' sentence slightly softens the post's 'alive and steep' force, but the summary states steepness elsewhere, so this is not material. The question about why firms now adjust prices more often follows from the source, which defers that topic to a companion post.
the Phillips curve is alive and steep, and it captures inflation volatility remarkably well once real marginal cost is used
date — pass: The reading's date of February 4, 2026 matches originalPublished and the post's own dateline at day precision. The page was modified on 2026-02-05, but the claims rely on the article body, not on later additions. The reading neither uses nor relies on the comments or related-post links. The evidence is a publisher page, so no archive disclosure is needed. Forecast-like material, such as the companion post, is not presented as an outcome.
February 4, 2026 Anatomy (not Autopsy) of the Phillips Curve
support — pass: Each claim matches its excerpt: the steep cost-based curve, the firm microdata, the pricing frictions, the slope three to ten times larger, about 70 percent of Belgian manufacturing inflation fluctuations, the weak output-cost link, and more frequent recent price changes. Saying generalization beyond Belgian manufacturing is unknown fits the source's case-study framing. The reading adds no unsupported benefits or costs.
Using the Belgian manufacturing sector as a case study, we construct a model-generated inflation series by feeding data on costs into the Phillips curve.
media — pass: No media is selected and no verified media candidates are supplied, so there is no identity or relevance problem.
Challenge or correct this reading
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The cost of producing one more unit of something.
Definition referenceThe cost of producing one more unit of something.
Definition reference