Government data

US continued claims, week ending Aug. 8, 2026

U.S. Department of Labor ETA seasonally adjusted insured unemployment, continued claims, week ending August 8, 2026, first print

Forecast

1.8M

Point projection

gpt-5.5Run record ↗
Observed outcome
actual
1.8M
forecast
1.8M · point projection
error
+0M · absolute 0M
cdf score
CRPS 0.0086 · PIT 0.54
source
dol_eta Unemployment Insurance Weekly Claims (advance)

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

Analysis

§Forecast for first-print seasonally adjusted continued claims

Framing and exact resolver: this targets DOL ETA advance seasonally adjusted insured unemployment, also described as continued claims, for the week ending August 8, 2026. The registered resolver uses ALFRED/FRED series CCSA advance vintage as the mechanical source binding; the underlying official print is the DOL ETA UI Weekly Claims News Release. The exact scheduled release date is August 20, 2026, inside the registered August 18-22 expected release window.

▸ Reported tool use: official.lookupmodel report
Checked the DOL ETA UI claims archive publication schedule page for the release rule and exceptions.
↳ The archive says the UI Weekly Claims News Release is published each week on Thursday at 8:30 AM Eastern; the 2026 exception list contains 1 non-Thursday date, Wednesday November 25, 2026, so the Thursday August 20, 2026 release date is the scheduled release for the August 8 continued-claims week.
▸ Reported tool use: official.lookupmodel report
Fetched the current DOL UI Weekly Claims News Release PDF dated August 6, 2026.
↳ For week ending July 25, 2026, advance seasonally adjusted insured unemployment was 1,801,000, up 24,000 from the revised July 18 level of 1,777,000; the four-week moving average was 1,791,250, down 5,000.
▸ Reported tool use: official.lookupmodel report
Read the DOL seasonally adjusted weekly history table in the same release.
↳ Recent SA insured unemployment values were 1,821,000 on June 27, 1,798,000 on July 4, 1,789,000 on July 11, 1,777,000 on July 18, and 1,801,000 on July 25, all in the same seasonally adjusted variant.
▸ Reported tool use: official.lookupmodel report
Checked BLS current seasonal factors for weekly initial and continued claims.
↳ The continued-claims seasonal factors listed for the target neighborhood were 1.020 for July 25, 2026, 1.019 for August 1, 2026, 0.999 for August 8, 2026, and 1.000 for August 15, 2026.

Base rate / reference class: over the latest 53 DOL weekly changes from July 26, 2025 through July 25, 2026, SA insured unemployment stayed mostly in a narrow band and the recent 2026 values clustered around 1.79-1.81 million. The same variant is used throughout: seasonally adjusted insured unemployment, not NSA state claims or all-program continued weeks claimed.

Prior/update/interval: persistence prior starts at the latest 1.801 million; historical sample is the DOL weekly SA insured-unemployment one-week change list from July 26, 2025 to July 25, 2026, with sigma computed as the standard deviation of those one-week changes. Adjustment components: level +0.000 from latest, momentum -0.006 because the 4-week average is 1.791 million and initial claims are low at 199,000, one-off +0.000 because no holiday distortion is scheduled for August 20, policy-mechanism +0.000 because no extended-benefit trigger is material at the national SA level. Point = 1.801 - 0.006 = 1.795 million. Weekly change dispersion gives sigma = 0.0215 million; for the two-week horizon I use sqrt(2)*sigma = 0.0304 million, and 1.28*sigma = 0.039 million, giving 1.795 +/- 0.039 = [1.756, 1.834].

Counter-considerations: upside risk is a sudden rise in claim duration after the late-July 24,000 increase, which would land above the interval if the next two weekly SA changes sum to more than about +33,000 from the latest 1.801 million. Downside risk is continued low initial claims feeding through quickly, which would land below the interval if the next two weekly SA changes sum to less than about -45,000.

Review disposition: accepted the resolver critique by aligning the formal resolution fields to the registered ALFRED advance-vintage CCSA source binding while preserving the official DOL release as the underlying first-print source; accepted the clarification that August 20, 2026 is the exact scheduled release date inside the August 18-22 ledger window; accepted the sigma-method clarification as the standard deviation of one-week SA changes.

Key drivers

  • Latest first-print level was 1.801 million, a 24,000 weekly increase but still near the recent 1.79-1.81 million range
  • Initial claims remained low at 199,000 for August 1, limiting near-term upside pressure on continued claims
  • The recent four-week continued-claims average of 1.791 million pulls the forecast slightly below the latest print
  • Seasonally adjusted target uses CCSA-style insured unemployment, not all-programs unadjusted continued weeks claimed

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 advance-vintage CCSA mirror of the official DOL ETA UI Weekly Claims News Release
Resolved
August 23, 2026
Resolution rule
Resolve to the first advance-vintage ALFRED/FRED CCSA value for the week ending August 8, 2026, which mirrors the first official U.S. Department of Labor ETA UI Weekly Claims News Release print of seasonally adjusted insured unemployment scheduled for August 20, 2026. Convert persons to millions by multiplying by 0.000001; ignore later weekly revisions and annual benchmark revisions.

Forecast history

Select a version to read its estimate and analysis.

Forecast versions, estimates, and intervals
VersionDateEstimate80% intervalCRPS
gpt-5.5 · selectedAug 7, 20261.8MPoint projection0.0086
persistence.last_printAug 7, 20261.8MPoint projection0.012
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 · v2.5.7

pre-submit review · completed

The draft is mostly coherent, but it silently changes the canonical ledger resolver from the registered ALFRED/FRED advance-vintage source binding to a DOL PDF resolver.

  • blocking resolver: The JSON uses resolutionSourceUrl=https://www.dol.gov/ui/data.pdf and an official-agency-release resolver, while the canonical ledger sourceBinding requires alfred-fred, allowedHost alfred.stlouisfed.org, sourceSeriesId CCSA, releasePolicy advance_vintage, and the ALFRED graph CSV URL.
  • info optional_suggestion: Clarify whether resolutionDate is the exact scheduled release date, 2026-08-20, versus the ledger expectedReleaseWindow ending 2026-08-22.
  • info optional_suggestion: Name how the 53 weekly-change sigma was computed, e.g. standard deviation of one-week SA changes, so the interval is easier to audit.

disposition accepted: Review disposition: accepted the resolver critique by aligning the formal resolution fields to the registered ALFRED advance-vintage CCSA source binding while preserving the official DOL release as the underlying first-print source; accepted the clarification that August 20, 2026 is the exact scheduled release date inside the August 18-22 ledger window; accepted the sigma-method clarification as the standard deviation of one-week SA changes.

disposition not applicable: Review disposition: accepted the resolver critique by aligning the formal resolution fields to the registered ALFRED advance-vintage CCSA source binding while preserving the official DOL release as the underlying first-print source; accepted the clarification that August 20, 2026 is the exact scheduled release date inside the August 18-22 ledger window; accepted the sigma-method clarification as the standard deviation of one-week SA changes.

disposition not applicable: Review disposition: accepted the resolver critique by aligning the formal resolution fields to the registered ALFRED advance-vintage CCSA source binding while preserving the official DOL release as the underlying first-print source; accepted the clarification that August 20, 2026 is the exact scheduled release date inside the August 18-22 ledger window; accepted the sigma-method clarification as the standard deviation of one-week SA changes.

Activity artifacts

Complete original trace

§Forecast for first-print seasonally adjusted continued claims

Framing and exact resolver: this targets DOL ETA advance seasonally adjusted insured unemployment, also described as continued claims, for the week ending August 8, 2026. The registered resolver uses ALFRED/FRED series CCSA advance vintage as the mechanical source binding; the underlying official print is the DOL ETA UI Weekly Claims News Release. The exact scheduled release date is August 20, 2026, inside the registered August 18-22 expected release window.

▸ Reported tool use: official.lookupmodel report
Checked the DOL ETA UI claims archive publication schedule page for the release rule and exceptions.
↳ The archive says the UI Weekly Claims News Release is published each week on Thursday at 8:30 AM Eastern; the 2026 exception list contains 1 non-Thursday date, Wednesday November 25, 2026, so the Thursday August 20, 2026 release date is the scheduled release for the August 8 continued-claims week.
▸ Reported tool use: official.lookupmodel report
Fetched the current DOL UI Weekly Claims News Release PDF dated August 6, 2026.
↳ For week ending July 25, 2026, advance seasonally adjusted insured unemployment was 1,801,000, up 24,000 from the revised July 18 level of 1,777,000; the four-week moving average was 1,791,250, down 5,000.
▸ Reported tool use: official.lookupmodel report
Read the DOL seasonally adjusted weekly history table in the same release.
↳ Recent SA insured unemployment values were 1,821,000 on June 27, 1,798,000 on July 4, 1,789,000 on July 11, 1,777,000 on July 18, and 1,801,000 on July 25, all in the same seasonally adjusted variant.
▸ Reported tool use: official.lookupmodel report
Checked BLS current seasonal factors for weekly initial and continued claims.
↳ The continued-claims seasonal factors listed for the target neighborhood were 1.020 for July 25, 2026, 1.019 for August 1, 2026, 0.999 for August 8, 2026, and 1.000 for August 15, 2026.

Base rate / reference class: over the latest 53 DOL weekly changes from July 26, 2025 through July 25, 2026, SA insured unemployment stayed mostly in a narrow band and the recent 2026 values clustered around 1.79-1.81 million. The same variant is used throughout: seasonally adjusted insured unemployment, not NSA state claims or all-program continued weeks claimed.

Prior/update/interval: persistence prior starts at the latest 1.801 million; historical sample is the DOL weekly SA insured-unemployment one-week change list from July 26, 2025 to July 25, 2026, with sigma computed as the standard deviation of those one-week changes. Adjustment components: level +0.000 from latest, momentum -0.006 because the 4-week average is 1.791 million and initial claims are low at 199,000, one-off +0.000 because no holiday distortion is scheduled for August 20, policy-mechanism +0.000 because no extended-benefit trigger is material at the national SA level. Point = 1.801 - 0.006 = 1.795 million. Weekly change dispersion gives sigma = 0.0215 million; for the two-week horizon I use sqrt(2)*sigma = 0.0304 million, and 1.28*sigma = 0.039 million, giving 1.795 +/- 0.039 = [1.756, 1.834].

Counter-considerations: upside risk is a sudden rise in claim duration after the late-July 24,000 increase, which would land above the interval if the next two weekly SA changes sum to more than about +33,000 from the latest 1.801 million. Downside risk is continued low initial claims feeding through quickly, which would land below the interval if the next two weekly SA changes sum to less than about -45,000.

Review disposition: accepted the resolver critique by aligning the formal resolution fields to the registered ALFRED advance-vintage CCSA source binding while preserving the official DOL release as the underlying first-print source; accepted the clarification that August 20, 2026 is the exact scheduled release date inside the August 18-22 ledger window; accepted the sigma-method clarification as the standard deviation of one-week SA changes.

calibrated forecast · 80% CI
1.8M[1.8M · 1.8M]
Target metadata

Data point: dol.eta.continued_claims.sa.week_2026-08-08.first_print

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