Government data

Initial claims, week ending Aug. 22, 2026

What will the U.S. Department of Labor advance seasonally adjusted initial unemployment insurance claims, series ICSA, be for the week ending 2026-08-22 on the first official print?

Forecast

207k
188k–226k
80% prediction interval
gpt-5.5Run record ↗
1811982152322026-06-132026-08-08Sep 2026207kactual 203k
historyforecast path80% intervalactual
Probability distribution

Cumulative probability

Chance that the outcome is at or below each value.

0%25%50%75%100%160k207k255kForecast value

Shaded band: 80% interval (188k–226k). Dashed line: point estimate (207k).

Derived from the point estimate and 80% interval; the agent did not report a full distribution.

Observed outcomeinside 80% interval
actual
203k
forecast
207k with 80% interval [188k, 226k]
error
-4k · absolute 4k
cdf score
CRPS 4.45 · PIT 0.42
source
dol_eta Unemployment Insurance Weekly Claims (advance)

DOL ETA UI Weekly Claims news release, advance seasonally adjusted figure for the week ending 2026-08-22, read from FRED ICSA (advance vintage) as the cell's resolver names.

Analysis

§US initial claims first-print forecast for week ending 2026-08-22

Framing and exact resolver: this is the U.S. Department of Labor Employment and Training Administration advance seasonally adjusted initial claims measure, FRED/ALFRED series ICSA, for week ending 2026-08-22. The unit is thousands, matching the registered target. The DOL report is the substantive first-print source; ALFRED is the registered resolution adapter and mirror.

▸ Reported tool use: official.lookupmodel report
Inspect ETA Data Dashboard latest statistics for seasonally adjusted initial claims.
↳ Fetched latest official dashboard statistic: Seasonally Adjusted Initial Claims for 2026-08-08 = 209,000, i.e. 209 thousand; dashboard updated August 14, 2026.
▸ Reported tool use: official.lookupmodel report
Inspect DOL ETA release archive snippets for recent Unemployment Insurance Weekly Claims Reports.
↳ Fetched official first-print statistics in thousands: 2026-06-13 = 226, 2026-06-20 = 215, 2026-06-27 = 215, 2026-07-04 = 215, 2026-07-11 = 208, 2026-07-18 = 187.
▸ Reported tool use: public_record.lookupmodel report
Inspect published Thesis run artifact generated from public DOL/ALFRED sources for the latest pre-dashboard history gaps.
↳ Fetched public recorded DOL/ALFRED statistics in thousands: 2026-07-25 = 197, 2026-08-01 = 199, with earlier mirror values 2026-06-27 = 217 and 2026-07-04 = 217 noted as ALFRED-vintage values; I use DOL first-print values when DOL archive text exposes them.
▸ Reported tool use: official.lookupmodel report
Inspect DOL UI weekly claims archive publication schedule and release timing.
↳ Fetched official schedule facts: UI Weekly Claims News Release is published each Thursday morning at 8:30am ET; the 2026 exception table lists Wednesday November 25, 2026 at 8:30 AM ET. With 2026-08-27 a Thursday and not the listed 2026 exception, the first-print DOL release date for week ending 2026-08-22 is 2026-08-27, while the registered ALFRED target resolutionDate remains 2026-09-02.

Base rate / reference class: the recent official-source reference class is nine first-print seasonally adjusted ICSA weekly values from 2026-06-13 through 2026-08-08: 226, 215, 215, 215, 208, 187, 197, 199, and 209 thousand. The base rate is centered in the low 200s; the median is 215 and the latest value is 209.

Level, momentum, one-off, and policy-mechanism effects: level evidence starts at 209 thousand. Momentum is mixed: the series rebounded from 187 to 197 to 199 to 209, but the June-to-August reference class is not clearly trending upward. The 187 thousand July 18 print looks like a one-off low. No policy mechanism or holiday exception points to a structural claims jump for the Aug. 22 week.

Prior/update/interval: prior = two-week last-print persistence model using the fetched official-source ICSA reference class through 2026-08-08; adjustment components = -2 thousand for mild reversion from the latest rebound toward the recent low-200s center; point = 209 - 2 = 207. Interval method = realized dispersion of successive weekly changes in the fetched first-print history. Changes were -11, 0, 0, -7, -21, +10, +2, +10 thousand; sigma = 10.55 thousand; one-week 80% half-width = 1.28*sigma = 13.50 thousand. Because the target is two unreleased weeks after the latest print, I widen by sqrt(2): 13.50*1.414 = 19.09 thousand. Final implied bounds = 207 +/- 19.09 = [187.91, 226.09], rounded to [188, 226].

Counter-considerations: upside risk is a genuine layoff uptick or seasonal-adjustment miss after the Aug. 8 rebound, which would land above the interval if the first print is over 226 thousand. Downside risk is another July-like low-claims week, which would land below the interval if the first print is under 188 thousand. An outside the interval outcome would most likely require either a renewed sub-190 low or a broad claims jump above the June highs.

Review disposition: accepted the blocking critique to keep top-level resolver fields byte-consistent with the registered ledger contract by using resolutionDate 2026-09-02 and the ALFRED ICSA graph CSV binding, while retaining DOL as the substantive first-print source in reasoning; accepted the ET wording clarification.

Key drivers

  • Latest official dashboard print was 209 thousand for week ending 2026-08-08
  • Recent first-print level remains near the low-200-thousand range
  • July trough at 187 thousand looks partly transitory
  • Two unreleased weeks add horizon uncertainty
  • Official DOL schedule indicates the week ending 2026-08-22 print should be released on 2026-08-27, while the registered ALFRED resolution window ends 2026-09-02

Tool evidence

This run has no captured tool responses. “Reported tool use” in the analysis is the model’s account, not an archived tool response.

Sources and resolution

Official source
ALFRED graph CSV registered ICSA adapter, mirroring the U.S. Department of Labor Unemployment Insurance Weekly Claims Report first print
Resolved
September 3, 2026
Resolution rule
Resolve through the registered ALFRED graph CSV source binding for ICSA to the advance-vintage value corresponding to the first official U.S. Department of Labor Employment and Training Administration Unemployment Insurance Weekly Claims Report figure for seasonally adjusted initial claims for week ending 2026-08-22, in persons multiplied by 0.001 and rounded to the nearest 1 thousand. Later revisions do not change resolution.

Forecast history

Select a version to read its estimate and analysis.

Forecast versions, estimates, and intervals
VersionDateEstimate80% intervalCRPS
gpt-5.5 · selectedAug 17, 2026207k188k–226k4.45
persistence.last_printAug 17, 2026209k198k–220k3.67
Run details

The analysis is the model’s written report. Tool-use descriptions in that report are model claims; the activity artifacts contain the execution record.

thesis.analyst · gpt-5.5 · fast · v2.5.11

pre-submit review · completed

Draft is methodologically usable, but it is not publishable because the resolver fields override the canonical ledger contract.

  • blocking resolver: The draft sets resolutionDate to 2026-08-27 and uses DOL data.pdf as the resolution URL, but the canonical ledger contract requires resolutionDate 2026-09-02 and the ALFRED graph CSV source binding for ICSA.
  • blocking coherence: The JSON fields conflict with the target contract even though the reasoning says the target should remain tied to the registered slug and dataPointId.
  • info optional_suggestion: Clarify that DOL is the substantive first-print source and ALFRED is the registered resolution adapter/mirror.
  • info optional_suggestion: Use "ET" rather than "EST" for the August release-time statement unless quoting a source exactly.

disposition accepted: Review disposition: accepted the blocking critique to keep top-level resolver fields byte-consistent with the registered ledger contract by using resolutionDate 2026-09-02 and the ALFRED ICSA graph CSV binding, while retaining DOL as the substantive first-print source in reasoning; accepted the ET wording clarification.

disposition accepted: Review disposition: accepted the blocking critique to keep top-level resolver fields byte-consistent with the registered ledger contract by using resolutionDate 2026-09-02 and the ALFRED ICSA graph CSV binding, while retaining DOL as the substantive first-print source in reasoning; accepted the ET wording clarification.

disposition not applicable: Review disposition: accepted the blocking critique to keep top-level resolver fields byte-consistent with the registered ledger contract by using resolutionDate 2026-09-02 and the ALFRED ICSA graph CSV binding, while retaining DOL as the substantive first-print source in reasoning; accepted the ET wording clarification.

disposition not applicable: Review disposition: accepted the blocking critique to keep top-level resolver fields byte-consistent with the registered ledger contract by using resolutionDate 2026-09-02 and the ALFRED ICSA graph CSV binding, while retaining DOL as the substantive first-print source in reasoning; accepted the ET wording clarification.

Activity artifacts

Complete original trace

§US initial claims first-print forecast for week ending 2026-08-22

Framing and exact resolver: this is the U.S. Department of Labor Employment and Training Administration advance seasonally adjusted initial claims measure, FRED/ALFRED series ICSA, for week ending 2026-08-22. The unit is thousands, matching the registered target. The DOL report is the substantive first-print source; ALFRED is the registered resolution adapter and mirror.

▸ Reported tool use: official.lookupmodel report
Inspect ETA Data Dashboard latest statistics for seasonally adjusted initial claims.
↳ Fetched latest official dashboard statistic: Seasonally Adjusted Initial Claims for 2026-08-08 = 209,000, i.e. 209 thousand; dashboard updated August 14, 2026.
▸ Reported tool use: official.lookupmodel report
Inspect DOL ETA release archive snippets for recent Unemployment Insurance Weekly Claims Reports.
↳ Fetched official first-print statistics in thousands: 2026-06-13 = 226, 2026-06-20 = 215, 2026-06-27 = 215, 2026-07-04 = 215, 2026-07-11 = 208, 2026-07-18 = 187.
▸ Reported tool use: public_record.lookupmodel report
Inspect published Thesis run artifact generated from public DOL/ALFRED sources for the latest pre-dashboard history gaps.
↳ Fetched public recorded DOL/ALFRED statistics in thousands: 2026-07-25 = 197, 2026-08-01 = 199, with earlier mirror values 2026-06-27 = 217 and 2026-07-04 = 217 noted as ALFRED-vintage values; I use DOL first-print values when DOL archive text exposes them.
▸ Reported tool use: official.lookupmodel report
Inspect DOL UI weekly claims archive publication schedule and release timing.
↳ Fetched official schedule facts: UI Weekly Claims News Release is published each Thursday morning at 8:30am ET; the 2026 exception table lists Wednesday November 25, 2026 at 8:30 AM ET. With 2026-08-27 a Thursday and not the listed 2026 exception, the first-print DOL release date for week ending 2026-08-22 is 2026-08-27, while the registered ALFRED target resolutionDate remains 2026-09-02.

Base rate / reference class: the recent official-source reference class is nine first-print seasonally adjusted ICSA weekly values from 2026-06-13 through 2026-08-08: 226, 215, 215, 215, 208, 187, 197, 199, and 209 thousand. The base rate is centered in the low 200s; the median is 215 and the latest value is 209.

Level, momentum, one-off, and policy-mechanism effects: level evidence starts at 209 thousand. Momentum is mixed: the series rebounded from 187 to 197 to 199 to 209, but the June-to-August reference class is not clearly trending upward. The 187 thousand July 18 print looks like a one-off low. No policy mechanism or holiday exception points to a structural claims jump for the Aug. 22 week.

Prior/update/interval: prior = two-week last-print persistence model using the fetched official-source ICSA reference class through 2026-08-08; adjustment components = -2 thousand for mild reversion from the latest rebound toward the recent low-200s center; point = 209 - 2 = 207. Interval method = realized dispersion of successive weekly changes in the fetched first-print history. Changes were -11, 0, 0, -7, -21, +10, +2, +10 thousand; sigma = 10.55 thousand; one-week 80% half-width = 1.28*sigma = 13.50 thousand. Because the target is two unreleased weeks after the latest print, I widen by sqrt(2): 13.50*1.414 = 19.09 thousand. Final implied bounds = 207 +/- 19.09 = [187.91, 226.09], rounded to [188, 226].

Counter-considerations: upside risk is a genuine layoff uptick or seasonal-adjustment miss after the Aug. 8 rebound, which would land above the interval if the first print is over 226 thousand. Downside risk is another July-like low-claims week, which would land below the interval if the first print is under 188 thousand. An outside the interval outcome would most likely require either a renewed sub-190 low or a broad claims jump above the June highs.

Review disposition: accepted the blocking critique to keep top-level resolver fields byte-consistent with the registered ledger contract by using resolutionDate 2026-09-02 and the ALFRED ICSA graph CSV binding, while retaining DOL as the substantive first-print source in reasoning; accepted the ET wording clarification.

calibrated forecast · 80% CI
207k[188k · 226k]
Target metadata

Data point: us.dol.initial_claims.sa.week_2026-08-22

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